YC Summer 2024 (S24) companies

&AI builds a collaborative AI workspace for patent litigators at law firms and in-house legal teams. It automates the core analytical work of patent litigation: prior art search, claim chart generation, invalidity analysis, and infringement detection. The platform replaces work that attorneys previously did manually over days, producing court-ready and pitch-ready output in minutes.

1849 bio engineers custom microbes that extract copper from low-grade ores and mine waste stockpiles that conventional biomining cannot profitably process. The company builds strain-specific solutions by sequencing a mine's ore composition, engineering microbes to target it, and deploying them through existing leach infrastructure. This replaces the need for high-cost conventional extraction and expands profitable recovery to ore types previously written off.

Abel Police builds AI software that converts police body camera footage into completed incident reports, replacing the manual writing that consumes roughly a third of a patrol officer's shift. The product targets American law enforcement agencies, giving officers back time they currently spend on paperwork. By eliminating that documentation burden, departments effectively expand their patrol capacity without adding headcount.

ACX develops precision-engineered biological crop protection agents to replace broad-spectrum chemical pesticides. Its biocides target plant disease at the source, reducing chemical inputs while supporting soil health and resistance management. The products serve farmers seeking sustainable alternatives that protect yields without degrading the surrounding environment.

Affil.ai builds an AI compliance monitoring platform for financial companies that run affiliate and external marketing programs. It continuously scans affiliate and creator content, such as articles and videos, to detect brand and regulatory violations, including credit card marketing guideline breaches. The platform replaces manual content review and streamlines communication between brands, affiliate networks, and creators when issues are found.

Aluna builds curated datasets and evaluation benchmarks for biomedical AI, targeting health organizations developing life science models. Its current focus is oncology: products include a large whole-slide image library annotated by board-certified pathologists, paired genomic and pathology data for multi-modal training, and a standardized benchmarking suite for comparing oncology AI models. This replaces the manual, fragmented work of sourcing, cleaning, and annotating biomedical data in-house.

AminoAnalytica designs field-ready diagnostics for emerging biological threats in days rather than the year-plus the conventional development process requires. The company applies computational protein engineering, driven by an AI agent called Amina, to compress the full workflow from research and design through simulation, folding, docking, and characterization into a single no-code platform. Its focus is pandemic preparedness: replacing slow, reactive outbreak response with rapid, preventive diagnostic tools.

Anara builds an AI research assistant for scientists, academics, and R&D teams. It lets researchers search millions of papers, query across large personal libraries of uploaded documents, and write with automatically generated, verifiable citations. It replaces manual literature search, note-taking across scattered files, and the slow back-and-forth of checking sources by hand.

Anglera builds AI agents that automate product data enrichment for e-commerce companies, including distributors, manufacturers, brands, and retailers. Its flagship agent ingests raw supplier feeds and incomplete product listings, then outputs structured, attribute-complete catalog records ready for PIMs, ERPs, and site search. The work it replaces is manual data entry: reviewing specs, sourcing attributes, and formatting each SKU by hand.

Ångström AI builds physics-constrained generative AI simulations that predict molecular properties, such as solubility, lipophilicity, and crystal structure stability, with accuracy matching wet lab experiments. Pharma and biotech companies use these simulations to evaluate drug candidate efficacy and safety during pre-clinical development, replacing slow and costly laboratory experiments. The underlying models are trained to obey physical laws, eliminating the hallucinations that undermine unconstrained generative AI approaches.

Anthrogen builds AI foundation models that design novel proteins and peptides from scratch, trained on protein sequences and structures. Drug developers and materials engineers currently spend decades and billions navigating trial-and-error discovery; Anthrogen replaces that with on-demand generation of functional biomolecules specified by the output they need to achieve. Its longer-term aim is modular biological machines, treating proteins as composable engineering parts rather than fixed therapeutic categories.

Apten builds omni-channel AI agents that engage and nurture prospective students across SMS, voice, email, and webchat throughout the full enrollment lifecycle. The agents maintain shared memory across every channel, so a conversation that starts as a text can continue as a phone call without losing context. Apten targets enrollment teams at consumer-facing education enterprises, replacing the manual outreach and follow-up work that admissions and student services staff currently do by hand.

Ares Industries builds low-cost cruise missiles designed for mass production and large-scale fielding by the U.S. military and allied forces. Its two munitions, Maverick and Goose, replace expensive, low-volume strike weapons: Goose carries a roughly 20 lb payload to 100 miles for area denial, while Maverick delivers a roughly 100 lb payload at ranges up to 1,000 miles. Both launch from standard CONEX containers and are manufactured at five-figure unit prices, targeting production volumes in the hundreds of thousands per year.

Argil builds an AI-powered video production tool for independent creators and storytellers. Users write a brief or script, answer a few narrative questions, shape a storyboard shot by shot, and Argil renders the finished animated film, handling all production work the creator would otherwise do manually or hire out. It replaces the traditional pipeline of animation software, storyboard artists, and post-production editing for anyone who wants to direct original short films.

Arva AI builds AI agents that automate compliance operations for banks and fintechs, replacing the manual work done by human analyst teams across sanctions screening, KYB/KYC onboarding, and AML transaction monitoring. The agents handle alert triage, customer due diligence reviews, and financial crime investigations, cutting the volume of work that previously required large in-house compliance staffs.

Assembly HOA manages homeowner associations for boards and residents in the San Francisco Bay Area and Greater Los Angeles, replacing traditional property management firms. It pairs human community managers with purpose-built software to handle budgeting, reserve planning, dues collection, maintenance scheduling, vendor coordination, and board meeting facilitation. The result is that boards get real-time financial reporting and proactive upkeep tracking instead of reactive, fragmented service from conventional HOA managers.

autarc builds an all-in-one operating platform for SMB heat pump and solar installers in Europe. It combines CRM, project planning, system design, and field documentation into a single tool, replacing the patchwork of disconnected software and manual steps that stretch pre-installation work across several weeks. LiDAR scanning, computer vision, and AI handle site assessment and system recommendations automatically, compressing what used to take weeks into minutes.

AutoPallet Robotics builds swarms of small mobile robots that automate case picking and mixed-SKU palletization inside warehouses. The system installs into existing facilities and handles picking, sorting, buffering, and palletizing in parallel across large areas, replacing the manual labor that warehouse operators currently rely on to move cardboard boxes. The target customer is warehouse and fulfillment operators facing labor shortages and rising handling costs.

Autumn Labs builds a monitoring and observability platform for industrial manufacturing lines. Factory engineers use it to track equipment state, product lineage, and real-time process metrics across robotic assembly cells, automated test stations, and industrial arms, replacing fragmented, manual approaches to line visibility. The platform adds predictive analytics and root-cause tooling to help teams catch yield drops and equipment issues before they halt production.

Azalea Robotics Corporation builds autonomous robots that load, unload, sort, and track baggage across airport ground operations, serving airlines and airports. Its mobile units handle both unit load devices and carts, replacing the manual, injury-prone lifting and maneuvering that ramp workers perform today. The system integrates fleet management and real-time bag validation to reduce misloads and keep turnarounds on schedule.

Baseline AI builds AI-powered document creation and data management software for clinical trials. Starting from the study protocol, the platform automatically generates data collection forms, clinical database designs, error checks, analysis code, and data transformation mappings. This replaces a labor-intensive process that large pharmaceutical and biotech companies traditionally staff with entire teams, compressing a workflow that can span months into a fraction of the time.

Bayesline builds a GPU-powered financial analytics suite for institutional asset managers, including hedge funds. Clients configure and run custom portfolio analytics in seconds through a cloud-deployed platform, replacing a months-long process previously handled with rigid, off-the-shelf tools that could not be tailored to a firm's specific strategy. The founders bring direct experience from Bloomberg and BlackRock across quantitative research and portfolio management.

BeeBettor aggregates multiple sports betting accounts into a single app, routing each wager to whichever book offers the best available price. The product targets active sports bettors who currently juggle dozens of separate apps, each with its own onboarding and funding process, and replaces the manual work of comparing odds across those platforms.

Benchify builds a contract execution layer for healthcare benefit plans, turning written contract terms into code that prices individual claims, flags ambiguous clauses, and traces every dollar back to the specific provision that produced it. It serves brokers, consultants, self-funded employers, and vendors working through bids, renewals, reconciliations, and vendor pitches. The product replaces manual contract review and rate benchmarking with clause-level execution that makes contract performance measurable and comparable across competing offers.

Biocartesian builds optical pooled screening technology for drug discovery researchers who need to link genetic perturbations to cell-level phenotypes at scale. Its proprietary ARADIA platform sequences genomic DNA targets directly inside cells, letting researchers run pooled CRISPR, CAR, UTR, or barcode screens while simultaneously capturing microscopy-based readouts, including morphology, protein, RNA, and live-cell assays, from each individual cell. This replaces conventional approaches that require separating genetic readout from imaging, losing the spatial and phenotypic context that explains how a perturbation acts.

Bits to Atoms connects job seekers to open roles at deep technology startups, where highly specialized skill requirements make hiring unusually hard. The platform matches candidates to positions and addresses skill gaps to make those candidates placement-ready, replacing the manual, ad-hoc recruiting process that deep tech founders otherwise run themselves.

Blaze builds an AI CFO for founders, property managers, and short-term rental operators. It connects bank accounts, accounting platforms, and property management tools, then handles transaction categorization, bill payment, receivables follow-up, owner statements, and cash forecasting. It replaces the manual bookkeeping and financial oversight work that would otherwise fall to a human controller or outside accountant.

Brighterway builds AI-powered software that automates medical record review for the workers' compensation industry. Physicians and claims handlers typically wade through thousands of pages of unstructured PDFs to find information relevant to a specific injury or specialty; Brighterway structures, deduplicates, and filters those records so only the clinically and claims-relevant content surfaces. This replaces hours of manual document review with a targeted, organized summary tied to each claim.

BrowserOS builds an open-source, locally run browser designed for AI agents to operate web tasks on behalf of users. Agents such as Claude Code, Codex, and Cursor connect to the browser, inherit the user's existing logged-in accounts, and execute actions like form-filling, booking, and navigation that AI assistants cannot complete on their own. All browsing data stays on the user's machine, and every agent session can be watched or replayed in full.

Bucket Robotics builds computer vision systems that detect manufacturing defects without manual data labeling, lengthy pilots, or rules-based programming. The systems generate production-ready models from CAD files and sample data, then run on a factory's existing cameras and edge hardware. Bucket Robotics replaces both manual visual inspection and rigid legacy machine vision setups, scaling across changing parts, defect types, and production lines.

Callback builds an AI-native business process outsourcing platform for enterprise operators in finance, logistics, manufacturing, and other regulated industries. It automates complex, document-heavy back-office workflows, including invoice processing, contract logic reconciliation, and government records analysis, work that organizations currently handle through manual operations teams. Operators codify their existing rules and processes into Callback's system, which then runs routine checks automatically and routes exceptions to the right people.

camfer builds an AI-native CAD tool that lets mechanical engineers create and modify parametric designs in SolidWorks using plain-language text and image prompts. It replaces manual feature-tree navigation and the step-by-step click workflows that dominate traditional CAD. The target user is the hardware and manufacturing engineer who needs to move from design intent to geometry without leaving their flow.

Capitol AI builds model-agnostic intelligence infrastructure for enterprises in high-stakes industries. It takes large, complex information sets and produces attributed, hallucination-minimized, temporally accurate outputs that analysts and decision-makers can act on directly. The product replaces ad-hoc AI experimentation that yields outputs too unreliable or untraceble to drive real decisions.

Cartage builds an AI freight coordinator, called Wilson, for manufacturers and distributors. Wilson operates via email, phone, Slack, Teams, and existing spreadsheets and ERPs to source carriers, renegotiate rates, monitor shipments, and notify customers, replacing the human logistics coordinators who do that work today.

Central handles payroll, benefits, state compliance, accounting, and taxes for startups, using AI agents and human HR experts to do the work directly rather than handing founders a dashboard to navigate themselves. It replaces the hours founders spend each month wrestling with back-office administration, covering employees, contractors, one-time payments, and payroll taxes.

Cerulion builds a robot middleware layer that replaces ROS 2's default communications stack. Written in Rust on a shared-memory transport, it delivers deterministic, zero-copy inter-process communication at microsecond latencies, eliminating the unpredictable timing and high-latency message passing that plague ROS 2 in production. Robotics teams use it to run and ship real-time on-robot software without rewriting existing ROS 2 node code.

Cheers builds a generative engine optimization platform for local service businesses, including HVAC, plumbing, roofing, and franchise brands. It audits how AI assistants like ChatGPT surface a business in local recommendations, then manages the fixes: schema markup, citation corrections, review generation with NFC tools, local content, and listing management. The work it replaces is a mix of manual SEO agency tasks and ad-hoc review collection, unified into one platform tied to employee-level attribution.

ClaimSorted handles end-to-end claims operations for insurers and MGAs as a third-party administrator, replacing in-house claims teams and legacy TPA providers. It combines its own proprietary technology with claims specialists to run first notice of loss, eligibility assessment, fraud detection, and policyholder communication under the carrier's brand. The service covers commercial and personal property, auto, general liability, accident and health, and warranty lines.

Clearly AI builds a security and privacy review platform for enterprise engineering teams, automating design reviews and threat modeling that would otherwise take security engineers days of manual work. It targets companies whose development teams ship faster than their security teams can review, replacing slow, human-driven Q&A cycles with automated analysis that surfaces and resolves critical issues. Ericsson Enterprise Wireless Solutions is among its enterprise customers.

Cloudglue builds a video context engine for AI developers, letting applications structure, search, and reason over video and audio content at scale. Its APIs convert video into data that LLM, RAG, and AI agent pipelines can query directly, replacing custom ingestion pipelines and manual transcription work that developers would otherwise build themselves.

Codes Health automates medical record retrieval for plaintiff law firms, pulling documents scattered across providers, EHRs, and faxes into a single, organized case file. Its AI-driven system handles intake validation, nationwide provider outreach, and record compilation, then surfaces key diagnoses and treatments in ready-to-use case summaries. The product replaces the manual pre-litigation work typically done by in-house records or intake staff.

CodeViz builds an automated architecture diagramming tool for software engineering teams. It analyzes codebases across major languages to generate interactive, always-current architecture maps, replacing hand-maintained diagrams and the time engineers spend manually tracing code to understand structure. Teams use it to speed up pull request reviews, clarify tickets, and align on architecture across shared, versioned diagrams linked directly to source code.

Comfy Deploy turns ComfyUI, the open-source media generation framework, into a shared cloud workspace for teams. It replaces the manual, error-prone process of syncing local GPU environments across teammates by hosting models, nodes, and workflows in one versioned environment that anyone on the team can access via a link. Any workflow can also be published as a production API without additional engineering work.

Conductor lets software teams run multiple coding agents in parallel, each in its own isolated cloud sandbox, so developers can delegate large volumes of code work simultaneously rather than writing it sequentially themselves. Agents run on first-party tools such as Claude Code, Codex, and Cursor, and teammates can share workspaces, follow agent activity, and prompt agents together in real time. The product replaces the single-developer, single-task workflow with a managed fleet of agents that handle tasks, open pull requests, and await human review.

Conductor Quantum builds AI software that automates the tuning and calibration of silicon-based quantum chips. Today, quantum engineers spend days or weeks manually bringing a chip to the operating conditions needed to control even two qubits; Conductor Quantum's software removes that manual process. The goal is to make scaling to the billions of qubits required for a practical quantum computer tractable without proportional human intervention.

Conveo builds an AI-led qualitative research platform for enterprise teams. Its AI moderator conducts video interviews with consumers, users, and audiences, then analyzes the conversations and synthesizes findings into decision-ready insights, replacing the manual work of research design, interviewing, and analysis that traditionally takes weeks. Each study feeds a compounding knowledge base that any team in the organization can query.

Corgi Insurance operates as a full-stack insurance carrier that underwrites and issues policies directly for startups and SMBs, covering general liability, cyber, directors and officers, employment practices, and a range of specialty lines. By owning the entire process from underwriting to policy issuance, it eliminates brokers and intermediaries, letting it tailor coverage to each company's operating model and price risk without the handoffs traditional carriers require.

Coval builds a simulation and evaluation platform for AI voice and chat agents. Engineers use it to run automated tests across thousands of scenarios, catching regressions in CI/CD pipelines before they reach production. It replaces manual testing of agent behavior across customer support, healthcare, financial services, and other industries where conversation quality and compliance matter.

CreativeMode lets Minecraft players build custom mods, items, mobs, structures, and skins by describing their idea in plain language, replacing the need to write any code. The AI handles mod generation for both Java and Bedrock editions, covering weapons, tools, vehicles, and full mod packages. Players can publish their creations, share them with friends via a built-in multiplayer server, and browse a community library of mods.

Dataleap builds an agentic platform that lets business teams in sales, operations, and HR automate their own workflows without writing code or involving engineering. Users describe what they want in plain language and the platform constructs AI agents to carry out the work, replacing manual processes and the need for dedicated automation tools or technical setup.

David AI produces high-quality audio datasets for companies and research labs building speech and conversational AI. Its datasets cover speech recognition, translation, synthesis, and voice interaction, spanning English and 15-plus languages with dialect and accent metadata. The company replaces ad-hoc data collection efforts by applying a structured research process, from hypothesis through large-scale production, to deliver curated, high-signal training data.

Dayflow builds an automatic time-tracking and work journal app for Mac that silently logs everything a user works on throughout the day, categorizing sessions by type and summarizing what was accomplished. It targets individual knowledge workers who want a clear record of how their time was spent without manually logging anything. The product replaces manual time-tracking, end-of-day recaps, and self-reported productivity notes.

Decisional AI builds autonomous AI agents for small commercial contractors, including roofing, HVAC, plumbing, and dealerships. The agents operate inside the contractor's existing spreadsheets and software to handle back-office work such as estimate generation, invoicing, expense-to-job mapping, and collections, replacing manual data entry and after-hours administrative work done by owners and office staff.

deepsilicon builds software and hardware to run neural networks at faster speeds and lower cost. Its products target industrial and edge computing applications where on-device AI inference is constrained by performance and power budgets. The work it replaces is reliance on cloud compute or slower, more expensive edge chips for neural network execution.

DeepSim, Inc. builds an AI-driven thermal physics simulator for AI chip design, targeting semiconductor engineers who today spend significant time on complex, manual simulation setup. The platform runs on a custom GPU-accelerated pipeline, delivering results at up to 1,000 times the scale of conventional tools while preserving accuracy, replacing slow, labor-intensive simulation workflows.

Dench.com builds an AI workforce platform for B2B sales and revenue teams, replacing CRM tools and manual go-to-market work. AI agents handle lead intake, outbound prospecting, email drafting, meeting notes, and pipeline reporting across voice, SMS, and email channels. Sales reps and revenue operators review and approve outputs rather than doing the underlying work themselves.

DigitalCarbon converts standard photos and videos, shot on any smartphone or camera, into interactive, photorealistic 3D environments rendered at over 100 frames per second on ordinary consumer devices. It serves real estate agents, e-commerce retailers, tourism operators, and drone inspection teams, replacing specialized scanning hardware and slow rendering pipelines. Businesses that previously needed equipment like dedicated 3D cameras or Matterport-style rigs can produce virtual property tours, interactive product visualizations, and aerial 3D models from images they already capture.

Dimely builds an AI-powered spreadsheet for accounting teams at fast-growing B2B tech companies, replacing manual order management and contract review workflows. Its AI agents extract key details from Order Forms, MSAs, and POs, flag discrepancies, and sync the results to finance systems such as NetSuite and Stripe. The interface mirrors a standard spreadsheet, so teams swap their existing Excel files for a connected, automated version without retraining.

Diode Computers, Inc. designs and manufactures custom printed circuit boards for hardware companies, using AI agents to convert customer requirements into manufacturable schematics in hours. The toolchain compiles schematics from code, optimizes layout for signal integrity and cost, matches components to real-time distributor inventory, and routes jobs directly to a fabrication network. Every design passes review by electrical engineers before production, replacing weeks of manual PCB engineering work.

Distro builds an AI sales platform for counter staff and inside sales reps at industrial wholesale distributors, covering sectors such as HVAC/R, plumbing, and electrical. It handles quoting, product lookup, and knowledge retrieval, replacing manual workflows that reps previously worked through spreadsheets, catalogs, and legacy order systems.

dmodel builds reinforcement learning environments that train AI agents to conduct interpretability and alignment research. The agents learn to perform open-ended research tasks, such as discovering concept-editing algorithms and analyzing how models represent internal concepts, work that frontier AI labs would otherwise assign to human researchers. dmodel partners directly with frontier labs to apply these agents and also runs independent research programs using the same tools.

Dodo builds AI employees for specialty clinics, starting with veterinary practices, trained on clinic-specific protocols drawn from employee manuals and playbooks. The product handles front- and back-office work autonomously: answering calls, sending medical records, and processing prescription refills around the clock. It replaces the human staff that clinics would otherwise hire or schedule to cover those tasks.

Domu Technology Inc. builds AI agents that handle outbound debt recovery across voice calls, text messages, and email for financial services and healthcare companies. The agents contact borrowers and patients on behalf of lenders and providers, replacing the work of human collections staff. The platform targets a compliance-heavy, high-volume workflow that most software vendors avoid.

Doublezero builds a platform for developers to create, operate, and monetize fully autonomous agents. It handles reasoning frameworks, state management, analytics, and monetization infrastructure, so developers can focus on building tools rather than the underlying agent architecture. An integrated marketplace lets developers publish and share agents, while a runner UI gives users real-time control including play, pause, rewind, and manual intervention.

DreamRP builds AI tools for human creators in the entertainment industry, from independent artists to established stars. The product gives creators AI capabilities to produce and distribute entertainment, replacing the need for large production infrastructure or platform intermediaries. Where AI-first content companies cut the human out, DreamRP keeps the creator at the center, so the output carries the authorship fans actually follow.

Drillbit builds an AI-powered operations platform for residential contractors, handling every administrative step from the first inbound lead through quoting, scheduling, staffing, and payment collection. Its AI receptionist, Mason, fields calls, web inquiries, and paid leads, converting them into structured jobs without human intervention. The platform replaces call center staff and manual office workflows that typically consume contractors' time and payroll.

Educato builds AI-generated exam preparation content for the vast range of tests that established ed-tech companies have ignored in favor of a handful of dominant U.S. exams. Students, clinicians, and professionals studying for niche or regional exams get structured question banks, mock exams, and an AI audio tutor in place of scarce or low-quality self-study materials. The platform covers more than 10,000 exams across multiple countries, targeting the broad middle of the global exam market.

Elayne builds estate settlement software for families, executors, and attorneys navigating the period after a death. It centralizes documents, accounts, and legal filings into a guided roadmap, replacing the fragmented work of chasing paperwork, coordinating institutions, and managing probate across disconnected systems. The product also covers proactive estate organization and life-transition planning before a loss occurs.

Elevate builds an AI operating system for private equity-backed roll-ups, handling the data integration work that follows each acquisition. It connects disparate legacy systems from acquired businesses into a unified data warehouse, then layers on AI workflows, such as month-end close automation, portfolio analytics, and anomaly detection. The product replaces months of manual data migration and consolidation work that PE-backed platforms previously managed with internal teams or consultants.

Ember Robotics builds observability and debugging tools for hardware engineering teams working with robots and IoT devices. Engineers use it to monitor fleet health in real time, trace the root cause of failures, and track software releases across devices, replacing ad hoc log digging and manual failure analysis. The product covers the full development arc from prototype through production deployment.

Emergent builds an AI-powered app builder that lets anyone create, test, and deploy full-stack web and mobile applications by describing what they want in plain language. It targets non-technical users and developers alike, replacing the need to write, debug, or ship code manually. The platform handles the entire development cycle autonomously, from generation through production deployment.

Entangl builds an AI platform for data center engineering and operations, serving owners, operators, and facilities teams. It organizes as-builts, manuals, and equipment records into a live site model, then uses that model to write procedures, plan maintenance, detect issues, and guide teams through incidents. The platform replaces manual document management, fragmented handover processes, and reactive troubleshooting across the full facility lifecycle.

Entropy automates patient intake and revenue cycle management for specialty clinics, handling the emails, calls, and faxes that staff currently process by hand, and managing insurance interactions that delay payment. Clinics get patients scheduled faster, referring providers kept informed, and reimbursements collected on time.

et al. builds a mobile reading app that pulls newsletters, research papers, articles, and podcasts into a single LLM-powered feed of short takeaways. It targets professionals and curious readers who want to track developments in a field without manually hunting through long-form sources. The product replaces active searching, inbox triage, and manual skimming of dense content.

Evolvere BioSciences develops antibiotics designed to stay effective as bacteria evolve, using AI models trained on co-evolutionary protein-protein interaction data to anticipate and outpace bacterial mutations. The drugs precisely target pathogenic bacteria while leaving beneficial microbes and human cells unharmed. This approach replaces the recurring cycle of developing new antibiotics in response to resistance, a cycle driven by the failure of conventional drugs that bacteria can eventually overcome.

expand.ai converts any website into a type-safe API, giving AI agents structured, verifiable access to live web data. It handles bot protection, browser infrastructure, and data extraction so developers do not have to build or maintain scrapers. The product preserves visual details, hidden JSON, and table structure that standard markdown converters lose, letting agents cite exactly where each extracted value came from.

Fazeshift builds an AI agent that automates accounts receivable for B2B companies, handling invoicing, payment matching, collections communications, and contract review. It pulls together data scattered across platforms such as QuickBooks, Stripe, NetSuite, DocuSign, HubSpot, and Salesforce to run workflows that previously required dedicated AR teams and hours of manual effort.

Ficra builds AI software for family law attorneys and paralegals that automates the completion and verification of Income and Expense declarations. Clients fill out a guided digital form in place of a lengthy Word document, and Ficra cross-checks every entered value against uploaded source documents before exporting a finished declaration and a balance-sheet-ready spreadsheet. This replaces the manual back-and-forth of collecting, reviewing, and reconciling financial disclosures by hand.

FINNY AI builds a growth platform for independent financial advisors, replacing the manual work of prospecting, outreach, and follow-up. It scans household-level data to surface leads showing signals like job changes, inheritances, or home purchases, ranks each prospect by predicted conversion likelihood, and then automates personalized outreach and meeting scheduling. Advisors focus on client relationships while FINNY handles the business development pipeline end to end.

Finosu builds an AI-native loan servicing platform for consumer lenders, handling borrower outreach, repayment collection, and compliance across voice, text, email, chat, and direct mail. It replaces manual servicing operations, including human agents and fragmented back-office tools, that make consistent engagement across small-balance accounts economically unworkable. Lenders get full-portfolio coverage at a cost floor that offshore and in-house staffing cannot reach.

FirstWork builds an AI-agent platform for companies that manage large frontline and seasonal workforces. It automates onboarding paperwork, credential verification, and ongoing compliance tracking, replacing manual HR administration for staffing, logistics, delivery, care, retail, and light-industrial operators. AI agents handle document collection, right-to-work checks, license monitoring, and renewal follow-up inside a company's existing systems.

Flyflow builds an AI agent that monitors competitors and market signals across search, paid ads, social, SEO, news, and app stores, then synthesizes those signals into cited answers, live watchlists, and recommended next moves. It targets B2B marketers who currently check each channel manually across separate tools. Flyflow replaces that fragmented, tab-switching research workflow with a single continuously running agent.

Formula Insight builds a central repository for institutional investors to store, version, and query their Excel-based financial models. It replaces manual spreadsheet tracking by letting analysts compare forecast changes over time, measure projection accuracy, and pull insights from models alongside SEC filings and earnings transcripts. The target customer is the hedge fund or institutional investment team that runs its research process through proprietary Excel models.

Freestyle builds full Linux virtual machines designed to run AI agent workloads that last hours, days, or weeks. Developers and agent platform builders use Freestyle VMs in place of standard cloud compute, getting features like 65-millisecond cold starts, live VM cloning with memory, pause-and-resume state, per-VM network controls, and nested virtualization for Docker. The product handles the persistent, long-running execution environments that agentic code requires but that conventional serverless and container infrastructure was not built to support.

Fuse automates revenue cycle management for US healthcare providers, handling patient intake, insurance eligibility checks, CPT-level benefits verification, claims submission, and collections. It integrates directly into a practice's existing EMR and tracks payer behavior across every claim to improve first-pass approval rates and accounts receivable visibility. The product replaces manual staff work on insurance portals, benefits lookups, and billing workflows for specialties such as behavioral health, physical therapy, and neurology.

Gauge builds a generative engine optimization platform that helps B2B SaaS companies get their products mentioned in AI chatbot answers on ChatGPT, Gemini, Perplexure, Claude, and similar tools. It replaces the manual guesswork of traditional SEO by tracking how often and how favorably a brand appears in AI-generated responses, then surfacing actions to improve that visibility. The target customer is a software company losing organic traffic to AI-driven search and looking to recapture it through AI answer placement.

Glasskube builds a software distribution platform that lets B2B software vendors ship and maintain self-hosted products across on-premises, VPC, air-gapped, and BYOC environments. It targets the operational work vendors currently absorb manually: customer onboarding, update rollouts, artifact entitlements, licensing, and troubleshooting across Docker, Kubernetes, and bare-metal targets. The platform replaces ad-hoc deployment tooling and engineering time that would otherwise be pulled from product roadmaps.

Guardian RF builds passive radio-frequency sensors that detect, classify, and geolocate drones and their pilots across low-altitude airspace, with no active emissions and no reliance on existing infrastructure. Its hardware serves U.S. military installations, state and local law enforcement, and commercial operators protecting utilities and critical infrastructure. The sensors replace manual airspace monitoring and close coverage gaps that conventional radar and ground security leave open.

Hamming AI builds a testing and monitoring platform for enterprise voice and chat agents. It runs automated scenarios, adversarial red-teaming, and live production call analysis to catch failures before they reach customers. The product replaces manual QA review and ad-hoc prompt checks that teams otherwise do by hand each time a prompt, model, or function definition changes.

Handled automates post-order operations for e-commerce brands and the third-party logistics providers that fulfill their orders. It consolidates data from commerce, warehouse, carrier, and support systems to give teams live visibility into orders, shipments, returns, and inventory, then executes the follow-up work automatically: resolving shipment delays, processing returns, filing carrier claims, and correcting billing. This replaces the manual coordination that operations teams currently do by hand, work that otherwise grows headcount in direct proportion to order volume.

Haystack Software builds an automated code-change testing platform for engineering teams. It reads a pull request diff, maps every production code path the change can reach using real customer traffic, spins up isolated forks of the full production environment, and runs each case with and without the change to surface what breaks. The work it replaces is manually written test cases and the triage that follows silent failures caught only after a deploy.

Helium builds AI-powered monetization software for mobile apps, enabling teams to design, launch, and continuously experiment on in-app paywalls without heavy engineering work. It targets consumer app developers who want to convert more users to paid subscribers, replacing manual A/B testing workflows and custom-built paywall infrastructure. The platform runs experiments autonomously across the subscription funnel, including an app-to-web checkout flow that routes users to a web purchase page to sidestep in-app purchase fees.

Henry builds an AI platform for commercial real estate brokers that automates the preparation work behind every deal: underwriting models, pitch decks, comp research, market insights, and buyer lists. Brokers connect their CRM, past closings, and internal data alongside external market sources, and Henry produces deal-ready outputs in minutes rather than the 20-plus hours that work typically consumes across a brokerage. The product targets CRE teams that compete on presentation quality and deal speed.

HeroUI builds an open-source React component library for web and mobile that gives developers and AI coding agents production-ready, accessible UI components out of the box. It replaces the work of hand-rolling interface primitives from scratch, combining React Aria Components with Tailwind CSS v4 to handle accessibility, theming, and animation by default. The library targets development teams and AI agents building web or React Native apps who need consistent, polished interfaces without a dedicated design team.

Hestus, Inc. builds an AI-powered CAD tool that autocompletes sketching actions for mechanical engineers using Autodesk Fusion. As engineers draw, the software predicts and suggests the next geometric operations, such as adding centerlines, constraints, and symmetry, cutting the number of manual inputs required. It replaces the repetitive, click-heavy execution work that slows engineers down between an initial concept and a production-ready design.

Hey Revia builds voice AI software that handles outbound and inbound phone calls on behalf of healthcare providers. It automates the repetitive work of navigating insurance phone menus, sitting on hold, verifying provider credentials, updating coverage details, and obtaining prior authorizations. The work it replaces is done today by administrative staff spending hours on the phone with payers and other third parties.

Hyrex builds a task orchestration framework for developers who need to run asynchronous workloads reliably at scale. It uses PostgreSQL as a durable task queue, letting engineers define and dispatch tasks in Python or TypeScript without managing separate queue infrastructure. It replaces custom job queue setups and the operational overhead of stitching together disparate async processing tools.

ideate.xyz builds a browser-based 3D asset creation suite for game developers and 3D artists. Users convert text prompts or images into textured, production-ready 3D models without installing any software, replacing manual modeling and texture-painting workflows. The pipeline covers generation, texture projection and inpainting, upscaling, and compression through to glTF export.

Intryc builds an AI-powered quality assurance platform for customer support teams at consumer enterprises. Support operations traditionally review fewer than 5% of agent interactions manually, leaving compliance gaps and performance blind spots. Intryc evaluates every customer interaction in real time, replacing the manual spot-check process with full coverage across tickets, chat, and voice.

Invaria builds a logging and observability platform for engineering teams. It automatically instruments a codebase to produce structured, actionable event logs, replacing the manual work developers do to add and maintain logging by hand. The target is teams who need solid observability coverage without the overhead of setting up and tuning a full OpenTelemetry pipeline themselves.

Ionworks builds battery simulation software for R&D engineers at battery and automotive companies. It converts a team's own test data into validated physics-based models, then runs large-scale simulations in the cloud so engineers can explore design tradeoffs before building physical prototypes. The product replaces costly, time-consuming laboratory experiments that have historically dominated battery development budgets.

Kastle builds AI voice agents for mortgage servicers, handling outbound and inbound phone calls that human agents currently work. The product collects payments, verifies new borrowers, and qualifies loan inquiries, replacing manual call center workflows at traditional lending and servicing operations.

Keet builds an authentication layer for AI agents, letting developers connect their end users' existing accounts on any web platform and take actions on those users' behalf. It handles authenticated sessions across legacy software and consumer sites, replacing the custom browser automation or brittle scraping that developers would otherwise build themselves. Use cases include pulling healthcare records or posting to LinkedIn through Keet's API or SDK.

Kenley builds AI agents for advisory and financial services firms, including strategy consultants, life sciences advisors, and investment bankers. Teams use it to automate repetitive document work: drafting proposals, pitchbooks, and client-ready materials grounded in the firm's own templates, processes, and style guides. It replaces the manual, time-intensive production work that keeps professionals away from client-facing and analytical tasks.

USDC-Smart Neobank for Latinos.

Kopra Bio develops genetically engineered viruses that train the immune system to attack cancer cells. The therapy reprograms cancer cells themselves to produce the signals that drive their own destruction, replacing conventional immunotherapy drugs. The company is targeting glioblastoma, the most aggressive form of brain cancer, first.

Kura AI builds browser automation infrastructure for AI agents, giving them the tools to navigate and interact with websites. Its agent engine leads published benchmarks for web interaction tasks, outperforming competing models on the WebVoyager benchmark. The product targets developers and teams replacing hand-coded web automation or human click-through workflows with autonomous agents.

Laminar builds open-source observability tooling for teams shipping AI agents. It automatically captures LLM calls, tool calls, sub-agent activity, costs, and tokens, then clusters failure patterns across runs so engineers can spot and reproduce breakdowns they never defined upfront. It replaces manual log-digging and ad-hoc debugging with structured trace replay and automated anomaly detection at scale.

LedgerUp builds an AI billing agent, Ari, for B2B SaaS and manufacturing finance teams. Ari reads signed contracts, generates and sends invoices the moment a deal closes, chases past-due accounts, calculates usage and milestone billing, and submits to enterprise AP portals like Coupa and Ariba. It replaces the manual spreadsheet work and inbox coordination that sits between a closed deal and collected cash.

Leviathan builds an AI-powered encyclopedia, giving consumers a structured, generated reference resource. It replaces the work of manually searching and synthesizing information across traditional wiki-style articles and search results.

Lighthouz AI builds AI agents that handle accounts payable and accounts receivable for freight logistics companies, including 3PLs, brokers, carriers, and factors. The agents audit carrier invoices, verify rates, generate and submit customer invoices, and run collections follow-up, replacing back-office accounting work that logistics teams currently do by hand. The product targets the invoice errors and payment delays that slow cash flow across the freight billing cycle.

Ligo Biosciences builds deep-learning models for enzyme design, targeting chemical manufacturers who currently rely on synthetic chemistry processes that take years of trial and error to develop biological alternatives. Its models learn the principles of catalysis to produce custom enzyme designs in days, replacing a slow, costly, and emissions-heavy development cycle in an industry that accounts for a significant share of global energy use and industrial greenhouse gas output.

Lilac Labs builds a voice AI system that takes customer orders at fast-food drive-throughs, replacing the human order-taker at the window. Its customers are Quick Service Restaurants facing labor shortages and rising wages. The product handles the full order-taking conversation, cutting staffing costs and reducing dependence on hourly labor for a task that runs across hundreds of thousands of locations and billions of visits each year.

Lore turns iMessage conversation history into visual, shareable stories for everyday users. It surfaces stats like response patterns, top emojis, and unanswered threads, replacing the manual effort of scrolling back through years of texts to understand how relationships have evolved. The app runs natively on Mac and is built on Apple Intelligence.

Lucible builds a combined checking and brokerage account that keeps 100% of a user's deposited cash invested in the S&P 500 at all times. When the user spends, Lucible automatically issues a margin loan against those investments to cover the transaction, replacing the traditional model of holding idle cash in a checking account. The product brings a strategy long used by high-net-worth individuals to finance purchases through portfolio-backed credit into everyday consumer banking.

Lumenary builds Solar, a canvas-based IDE that lets developers construct full-stack applications by composing multiple LLMs side by side, swapping features, and testing design variants in real time. It replaces the cycle of manually wiring together auth, databases, storage, and servers by bundling that infrastructure into the tool or connecting to a team's existing stack. A single click deploys the finished app.

Mage Legal builds AI-powered due diligence software for transactional lawyers. It ingests a deal's entire data room and automates the work attorneys do by hand: drafting disclosure schedules, resolving amendment chains, tying out cap tables, comparing counterparty redlines, and producing diligence memos. The product replaces the document-by-document review and manual drafting that junior and senior counsel perform across M&A and other transactional deals.

MagiCode builds an AI agent for frontend engineering teams that writes, reviews, and tests code, then opens a pull request for human review. It targets frontend developers at companies who need to clear repetitive, complex UI work without adding headcount. The product replaces the manual cycle of drafting, checking, and validating frontend code before submission.

Maitai builds a control plane for production AI that catches and corrects bad model outputs in real time, then automatically fine-tunes the underlying model so the same errors stop recurring. Enterprise teams use it to ship AI applications that hit reliability targets from day one and compound in accuracy over time, replacing manual prompt engineering and ad hoc model monitoring.

Manaflow builds cmux, an open-source coding agent manager for software engineers who run multiple AI agents in parallel. Engineers write task tickets and cmux dispatches agents of their choice, spins up cloud sandboxes, launches VS Code and browser preview environments, and evaluates competing code diffs to surface the best result. It replaces the manual work of context-switching between tasks, setting up isolated dev environments, and hand-reviewing AI-generated code across tools like Claude Code, Codex, and Gemini CLI.

mdhub builds an AI-first operating system for behavioral health clinics, deploying specialized AI workers that handle admissions coordination, clinical documentation, and billing. Mid-to-large clinics use it to replace the repetitive administrative workflows that consume staff time: scheduling and intake, chart documentation, and claims processing. The product targets the work typically done by front-desk coordinators, medical scribes, and billing staff.

Mem0 builds a persistent memory layer for AI agents and applications, letting them retain and recall context across sessions and users. Developers integrate it as drop-in infrastructure so their LLM-powered products can remember individual user preferences, history, and prior interactions without building bespoke storage and retrieval systems from scratch.

Merlin AI builds an AI-powered ERP for construction companies, replacing the patchwork of project management, procurement, finance, estimating, and CRM tools that firms currently run in parallel. The platform coordinates materials, labor, information, and capital across a project lifecycle, automating handoffs that project managers and site teams handle manually today. It targets construction and real estate developers who need a single operational system instead of a dozen disconnected ones.

Mica AI builds autonomous agents that resolve data pipeline failures without human intervention. When orchestration and monitoring tools hit their limits, data engineers and ops teams are pulled in to manually trace, diagnose, and patch bad or missing data across systems. Mica's agents do that investigative and repair work instead, pulling context from internal docs and connected systems to fix errors and keep pipelines running.

Midship builds AI agents that execute SOX audit testing end to end, replacing the manual evidence-gathering and control-testing work that internal audit teams perform today. The product targets corporate auditors at B2B companies, handling the procedural audit workload so auditors can shift time toward risk assessment and advisory work.

Mineflow builds an AI platform that predicts the shape and location of mineral deposits for mining companies, covering the range from early exploration through feasibility studies. It also aggregates the world's largest mineral exploration database, surfacing historical records, drill logs, and surveys so geologists can extract value from existing data before committing to expensive new fieldwork. The platform replaces manual data archaeology and conventional deposit modeling, reducing the cost and uncertainty of deciding where to drill.

MinusX builds an agentic business intelligence platform that answers data questions, monitors metrics, and surfaces anomalies for founders and analysts. Its AI agent learns a company's data model and operates directly inside existing tools, replacing the ad-hoc analyst work of writing SQL, building dashboards, and investigating incidents. The product ships as both a self-hosted open-source package and a managed cloud service.

Miru builds configuration management software for robotics teams, covering versioning, deployment, and updates across robot fleets. Engineers and operators use Miru's APIs and UI components to push and track configuration changes, replacing ad hoc scripts and manual processes. The product targets the developer workflow layer between writing robot software and running it in the field.

Mito Health builds a personalized preventive health service that combines blood work, scans, and fitness tests with expert guidance to help individuals detect disease early and reduce long-term health risk. It replaces the fragmented, reactive model of primary care with a continuous, data-driven picture of a member's health and a clear action plan. The target customer is someone who wants proactive control over their longevity rather than waiting for symptoms to prompt a doctor's visit.

Modus builds an AI sales planning and performance tool for B2B revenue leaders. It connects to a company's HRIS and ATS, benchmarks sales force data in real time, and flags capacity gaps, quota ratios, ramp times, and compensation misalignments before they affect the plan. It replaces the manual spreadsheet work and ad hoc analysis that sales operations and finance teams use to manage headcount and sales productivity.

Moreta builds a mobile wallet that lets international travelers pay via local QR code networks across Asia and Latin America, replacing the need to carry cash, find ATMs, or hold a local bank account. Travelers scan merchant QR codes, pay local bills, send money to local bank accounts, and pay local websites and apps, all through a single app with transparent fees. The product works across 14 countries and targets visitors arriving from card-centric markets who cannot otherwise tap into dominant local digital payment systems.

NetworkOcean builds floating solar-powered data centers deployed in the ocean, targeting AI and cloud compute customers who need new power capacity. The system uses seawater cooling and off-grid floating solar arrays to run GPU workloads at lower cost and higher energy efficiency than land-based facilities. It replaces dependence on grid-connected infrastructure and fossil-fuel power generation for compute-intensive applications.

Odo builds an AI email assistant for busy professionals who spend too much time managing their inbox. Each morning, Odo reads incoming email, surfaces the messages that require action, and drafts replies that match the user's personal writing style. It replaces manual inbox triage, reply drafting, and follow-up tracking.

Offstream builds compliance software for carbon removal and clean energy infrastructure developers, covering projects from biochar and biomass to direct air capture. It replaces manual, consultant-heavy work across fragmented local, state, federal, and voluntary carbon market standards by using LLMs to parse regulations, run lifecycle assessments, generate certification documentation, and track operational data through the full project lifecycle.

omnidock builds an operating system for brands and manufacturers that want to sell across multiple online marketplaces in new geographies. It acts as merchant of record on the seller's behalf: ingesting their product catalog, checking marketplace eligibility, and launching listings through pre-vetted accounts. This replaces the in-house legal, operational, and technical work that cross-border and multi-marketplace expansion otherwise requires.

Ontra Mobility builds an AI-powered transit planning and operations platform for cities and public transit agencies. The platform combines travel demand modeling, scenario analysis, and real-time optimization to help agencies design fixed routes, on-demand service zones, and frequency changes, replacing manual planning processes with algorithmic recommendations. Agencies also get white-labeled rider-facing apps with multimodal routing and real-time updates.

Opslane captures user sessions and runtime errors in web applications, then uses an AI coding agent to diagnose each bug and open a pull request with a verified fix. Engineering teams at B2B software companies get a daily digest of issues ranked by user impact, with reproducible fixes ready to review and merge. It replaces the manual cycle of reproducing bugs from support reports, writing repro cases, and drafting patches.

Orca lets Minecraft players build custom mods, items, mobs, and server plugins by describing what they want in plain English. The AI handles all code generation, installation, configuration, version upgrades, and bug fixes, replacing the need for any programming knowledge. Creators go from a text prompt to a working, shareable mod without writing a single line of code.

OrgOrg builds a suite of internal operations tools for companies scaling past the early founding team. The suite covers go-links, goal tracking, on-call scheduling, smart groups, employee profiles, and a customizable new-tab dashboard, replacing the patchwork of ad-hoc docs, manual rotations, and scattered announcements that accumulate as headcount grows. It is designed to sit alongside Google Workspace rather than replace it.

Outerport builds AI agents for electrical and control system design, serving industrial engineering teams at semiconductor equipment makers, EPC firms, and large manufacturers. Engineers feed in specifications, datasheets, and existing drawings; the agents produce complete drawing sets, bills of materials, terminal tables, and engineering calculations from a single model, with control logic verified in simulation. This replaces the manual work of interpreting technical documents and drafting deliverables across electrical, controls, and P&ID disciplines.

Overeasy builds software in the B2B generative AI space, serving business customers with AI-powered tooling. With no public website content available, the specific product, target customer job, and workflow it replaces cannot be established from current sources.

Overlap builds multimodal AI agents that turn long-form video into short, captioned, published clips. Media companies, podcasters, streamers, and brands use it to extract highlights, generate social clips, and publish them automatically, replacing the manual editing and scheduling work that previously took production teams thousands of hours.

Oway builds a freight platform that connects shippers and carriers through a real-time AI layer that prices, matches, and books unused truck capacity for LTL and partial truckload shipments of one to sixteen pallets. Shippers get dock-to-dock delivery without cross-docking or warehouse transfers, replacing the slow handoffs of traditional LTL. Carriers monetize space that would otherwise sit empty, with no change to their existing dispatch workflows.

Paasa builds a mobile-first global investing platform for wealthy Indians who want exposure to international equities, ETFs, and UCITS funds. It replaces a fragmented process of international brokers, manual remittances, and self-filed cross-border tax returns with a single app that handles trading, multi-currency holding, and automatic generation of India-required tax reports. The product also steers users toward UCITS ETFs to sidestep the U.S. estate-tax exposure that standard U.S.-domiciled funds carry for non-resident foreign nationals.

Palmier builds an AI-native video editor that lets creators, brands, and editing teams produce and cut videos by directing AI models rather than operating a traditional timeline by hand. Users bring a script or raw footage, and Palmier handles scene structure, shot selection, captions, and style templates through integrations with models such as Claude and Codex. It replaces manual editing work for individual creators, agency teams, and brand content operations.

Panora automates purchase order entry for distributors, manufacturers, and wholesalers. It reads incoming POs and RFQs from email, validates part numbers, catches duplicates, and posts clean records directly into the customer's ERP, replacing the manual data-entry work done by order-entry teams. The result is fewer wrong shipments, no duplicate orders, and staff freed from typing data all day.

pap! deploys AI agents that automatically claim money consumers are already owed: price-drop refunds from retailers, compensation from airlines for delayed or canceled flights, and payouts from class-action settlements. Consumers connect their email once, and pap! reads purchase and booking receipts to file claims on their behalf. It replaces the manual work of tracking price changes, monitoring flight disruptions, and finding and submitting lawsuit claims.

Parahelp builds an AI customer support agent for B2B companies, handling complex support tickets end-to-end across email, live chat, and Slack. A second internal agent configures, tests, and continuously improves the customer-facing agent through natural language instructions, replacing the engineering work and ongoing manual tuning that traditional support automation requires.

Parley builds an AI legal agent for immigration law firms, handling the reading, writing, and document compilation that makes up the bulk of work visa and green card filings. Lawyers currently spend more than 20 hours assembling each application; Parley integrates into their existing workflow and produces finished work products, replacing the manual drafting and compiling that consumes most of that time.

Patched builds AI agents that execute end-to-end operational workflows for enterprise IT, fraud, risk, and banking ops teams in regulated industries. It handles work that human analysts or fragmented toolchains previously managed manually: resolving tickets, investigating fraud cases, processing service requests, and reconciling transactions, with full auditability and SLA ownership. The product targets high-volume, compliance-sensitive environments where accuracy and traceability are non-negotiable.

PathPilot builds a suite of AI agents for lenders, covering loan origination, collections, servicing, and audit. The agents qualify applicants, contact delinquent accounts, negotiate payment plans, answer borrower inquiries across voice and chat, and review 100% of conversations for policy compliance. This replaces the manual work done by collections teams, loan processors, and compliance reviewers at banks and fintech lenders.

Pax automates duty drawback claims for retailers and manufacturers, recovering tariff refunds that companies are owed but rarely file for. Its AI platform handles the full compliance workflow, from identifying eligible imports to preparing and filing claims, replacing the manual work typically done by traditional customs brokers. Pax targets brands under $50M in revenue that lack the resources to pursue these refunds themselves.

Pharos builds AI software for hospitals that extracts clinical facts from unstructured medical records automatically. It replaces the thousands of hours clinicians spend manually reviewing records to complete mandatory quality reports. The platform surfaces where avoidable patient harm is occurring, giving quality teams the information they need to act on it.

Phonely builds AI voice agents for B2B customer support, training them on a business's existing call recordings to replicate the performance of human call center agents. The platform handles inbound calls across voice, chat, and SMS, and connects to third-party tools to book appointments, update CRMs, and route calls without human intervention. Phonely runs on Alma, its own purpose-built language model, which it says delivers faster response times and lower cost than general-purpose models for call center use cases.

Pinnacle gives developers an API and SDK for sending RCS messages, the carrier-backed successor to SMS that supports app-like interactions, rich media, and verified branding. Customers include credit unions, insurers, retailers, and healthcare systems that use it for marketing campaigns, transactional alerts, and two-way conversations. It replaces direct carrier integrations and legacy SMS gateway setups.

Pipeshift builds a modular orchestration platform that lets enterprises assemble and deploy open-source AI components, including LLMs, vision models, audio models, embeddings, and vector databases, across cloud or on-premises infrastructure. It targets companies running AI workloads in production, replacing custom glue code and manual MLOps engineering. As new model and hardware architectures emerge, the platform lets teams swap components without additional engineering work, keeping GPU infrastructure costs in check.

Planbase builds an AI-powered operations platform for health clinics, consolidating workforce management into a single tool. It handles capacity planning, staff scheduling, credentialing, and payroll, replacing the mix of separate systems and manual processes clinics typically use to run their teams.

Plume builds an AI-powered site selection platform for renewable energy developers. It consolidates grid, regulatory, zoning, and environmental data from hundreds of live sources, letting development teams query parcels and run full pre-diagnostics in natural language rather than through manual GIS analysis and fragmented desk research. The result is that developers can evaluate and validate sites in seconds instead of days, covering the full workflow from initial prospecting through permit-readiness.

Poka Labs builds a commercial intelligence platform for chemical manufacturers, materials companies, and industrial distributors. It reads inbound quote requests from email, applies the customer's pricing rules and agreements, and returns a completed quote for a human to approve, replacing the manual work a sales rep or pricing analyst would otherwise do in spreadsheets and ERP screens. The platform also surfaces repricing signals and gives sales reps the context to defend margins and close deals.

Polymet turns natural-language descriptions or images into production-ready UI designs and front-end code, letting non-designers on B2B product teams handle design work without hiring a designer or contractor. It replaces the back-and-forth between product managers and designers by letting anyone specify an interface in plain English and get shippable output directly. Teams use it to maintain design velocity at early stages and to scale output as they grow.

Praxos builds a personal AI companion for individual consumers that takes action on their behalf through voice and text. Users can issue one-off commands or set standing directives the AI carries out continuously, replacing the manual effort of managing recurring personal tasks.

Pre builds an AI accountability agent for startup founders. Founders set a 10-week goal, connect their existing tools, and Pre tracks progress toward outcomes rather than activity, pushing them toward their highest-impact work each week. It replaces the manual discipline of self-directed execution and the ad-hoc accountability that founders otherwise cobble together from advisors or peer groups.

Presti AI builds a generative AI platform that produces product visuals for furniture retailers, marketplaces, and manufacturers. E-commerce and content teams submit a brief with product images or reference files, and Presti generates lifestyle shots, packshots, 360-degree spins, videos, and infographics in batch, replacing traditional photoshoots and CGI production. The platform handles the full visual production pipeline, including team review and sign-off, cutting the time and cost furniture companies previously spent on physical shoots and outsourced rendering.

ProhostAI builds an AI property manager for short-term rental hosts and property managers on Airbnb and similar platforms. It handles guest messaging, cleaning coordination, task management, upsells, guidebooks, and team communication, replacing the manual back-and-forth that hosts currently do themselves or delegate to staff. The product targets operators running anywhere from a single property to portfolios of 300 or more.

Promi builds an AI-powered discount optimization platform for ecommerce merchants. It replaces manual, blanket discounting by dynamically adjusting discount depth per visitor, per product, and per moment, using store data on traffic sources, browsing behavior, and transaction history to predict price sensitivity. Merchants use it to protect margin, convert more price-sensitive shoppers, and improve the efficiency of clearance and email campaigns.