YC Winter 2023 (W23) companies

1stCollab builds an AI-powered influencer marketing platform for brands and creators. Brands use it to find, contract, and pay influencers at scale, replacing manual outreach, negotiation, and payment workflows. Creators get matched to relevant campaigns, apply in seconds, and receive fast payment through the same platform.

222 matches people with compatible strangers and plans real-world social experiences, such as dinners or comedy nights, at local venues and events. It replaces the manual work of finding plans and coordinating outings by handling both the social matching and the logistics in one step. The product targets city residents looking to expand their social lives or strengthen existing relationships.

Adri AI builds an AI development platform for SAP engineers, covering the full development workflow from requirements analysis to production-ready code. It combines a Research Agent that surfaces existing configurations and objects across an SAP landscape with a Code Agent that writes, activates, and debugs ABAP, CAP, and RAP code directly in the customer's system. The platform replaces manual SAP custom code development, technical assessment work, and fit-to-standard research that developers otherwise do by hand.

Adventris Pharmaceuticals develops off-the-shelf cancer vaccines that target poorly immunogenic oncogenes. Its lead program targets KRAS, the most commonly mutated cancer-driving gene, replacing the need for personalized or patient-specific vaccine manufacturing. The long-term goal is a pan-cancer vaccine administered annually to healthy adults, shifting cancer management from treatment to prevention.

Alaan builds an AI-native expense management and corporate finance platform for businesses in the Middle East. It lets companies issue corporate cards, set granular spending controls, automate expense workflows, and make cross-border invoice payments, replacing manual procurement processes, petty cash, and fragmented accounting tasks. Customers range from startups to enterprise teams across real estate, healthcare, logistics, and facilities management.

Alloy lets product managers, founders, and designers build interactive prototypes directly on top of their existing product, capturing live pages from the browser or connecting a codebase. Changes are made through a chat prompt and render against real components, replacing the back-and-forth of mockup tools and developer handoff. Teams can share a session instantly, collect feedback, and push production-ready code to a pull request.

Ariglad builds an AI platform that automatically maintains knowledge bases for B2B customer support teams. It connects to support tickets, release notes, and Slack to identify gaps, then drafts new articles, updates outdated ones, and merges duplicates. The product replaces the manual editorial work that support and customer success teams do to keep self-serve documentation accurate as products change.

Arroyo builds a serverless stream processing platform that lets data engineers and scientists run real-time pipelines on Kafka streams using standard SQL. It replaces the need for dedicated streaming experts and ops teams by handling cluster management, scaling, and fault tolerance automatically. Arroyo ships as open-source software and also offers a cloud-native hosted service; it was acquired by Cloudflare in 2025 and now powers Cloudflare Pipelines.

Athina AI builds a collaborative development platform for product teams shipping AI features to production. Engineers, data scientists, product managers, and QA teams use it to prototype LLM pipelines, run automated evaluations against 50-plus metrics, compare experiments side-by-side, and monitor models in production. It replaces ad-hoc scripts, disconnected evaluation tools, and manual handoffs between technical and non-technical team members.

Automat builds AI-powered robotic process automation tools for operations teams in industries such as mortgage, banking, insurance, and healthcare. Its platform uses large language models and computer vision to let teams describe or record a workflow and turn it into a working automation, replacing the manual configuration work required by traditional RPA software. The current product includes both a managed automation service and an AI agent called Ace that operates its own computer, email, and phone to complete tasks inside the tools a customer already uses.

Avoca builds an AI workforce for home and field service businesses, handling inbound booking, outbound re-engagement, web chat, and speed-to-lead follow-up across HVAC, plumbing, pest control, roofing, and related trades. Its AI customer service agent answers calls and books jobs around the clock, replacing the human dispatcher or call center rep. A coaching and analytics layer grades real agent calls and surfaces performance data, sitting alongside a deep integration with ServiceTitan.

Backdrop builds configurable AI coworkers that businesses deploy across functional roles, from marketing and operations to project coordination. Each AI coworker is given tool access, context, and instructions, then handles end-to-end work including research, content creation, workflow automation, and cross-team coordination. The product replaces human-hours spent on recurring, process-driven tasks inside B2B and enterprise teams.

Benchmark builds an AI platform for investment firms, covering private equity, private credit, real estate, and related asset classes. It ingests deal documents, memos, models, and legal files, then structures that material into queryable institutional knowledge. Analysts use it to screen deals, draft memos, build comparables, and monitor portfolios, replacing manual research and the tribal knowledge locked in senior staff.

Berilium gives individual investors access to actively managed portfolios of private equity and private credit strategies, asset classes that have traditionally been available only to institutional or ultra-high-net-worth capital. The platform handles portfolio construction and ongoing management, replacing the manual sourcing and due diligence that would otherwise keep smaller investors out of these markets.

Berry builds AI revenue agents that handle post-sales customer success for SaaS companies, covering renewals, expansion, churn interception, and onboarding across the full install base. The agents operate over email, voice, and chat, retaining deep product knowledge and executing success strategies autonomously. They replace the manual, rep-driven work of engaging every account, freeing human CSMs to focus on top accounts that require direct attention.

Bluebirds builds an outbound automation platform for B2B sales teams. It ingests intent signals from third-party data sources and continuously scans a team's target market to surface ready-to-contact leads directly in the CRM. The product replaces the manual work reps do to build lists and research prospects before reaching out.

Bluedot builds a unified payment platform for EV drivers and fleet operators, covering charging costs and expense management across more than 120,000 charging stations in the US. Drivers use the Bluedot card and app to locate stations, pay at a flat per-kWh rate, and track automotive spending, replacing a fragmented mix of network-specific accounts and manual expense reporting.

Blyss serves AI models inside GPU-based secure enclaves, keeping customer data encrypted throughout processing so that no third party, including Blyss itself, can access it. It targets B2B customers who need on-premises-grade data privacy without managing their own AI infrastructure or GPU supply. The product replaces self-hosted AI deployments and the compliance overhead that comes with trusting a conventional cloud AI provider.

Booth AI builds a generative AI image platform for e-commerce brands, letting brand managers, merchandisers, and marketers produce product lifestyle photography without physical shoots. It replaces the scheduling, crew, equipment, and post-production work of traditional commercial photoshoots, cutting the process from days or weeks to seconds.

Boundary builds BAML, a programming language purpose-built for writing, testing, and orchestrating AI agent code. It gives software teams native tooling to handle structured LLM outputs, parallel LLM calls, and event-driven pipelines without boilerplate, replacing ad-hoc prompt engineering scattered across general-purpose languages like Python. BAML compiles to any target language, giving teams a single, standardized layer for all LLM and agent logic.

Brewit builds an AI data analyst that lets non-technical teams query databases and data warehouses in plain language, getting back SQL-generated results, charts, and reports without writing code or waiting on a data team. Companies configure role-specific analytics agents through a semantic layer, defining metrics, sample queries, and column descriptions to ensure answers follow correct business logic. The product replaces ad-hoc analyst requests and manual dashboard work for business users across functions.

BuildJet sells faster CI runners for GitHub Actions, powered by a proprietary cloud built on gaming CPUs. Software teams swap GitHub's default runners for BuildJet's by changing a single line in their workflow configuration, cutting build times roughly in half while also reducing compute costs. The product replaces GitHub's standard hosted runners without requiring teams to leave the GitHub Actions ecosystem.

Bujeti builds a finance control platform for African businesses, replacing the patchwork of disconnected tools that teams use to track and govern company spending. It lets finance teams issue multi-currency corporate cards, set hierarchical budgets, enforce spending policies, automate approval workflows, and manage vendors, all from a single platform. The work it replaces is the manual, tool-by-tool oversight of employee expenses and business payments.

Cakework provides an API that lets developer platforms add serverless cloud hosting for custom user code, without building or staffing infrastructure. An open-source framework, for example, can use Cakework to ship a cloud offering that deploys user code from GitHub or local environments in days rather than months. It replaces the work of assembling and maintaining a bespoke cloud execution layer from scratch.

Cardinal builds an AI-powered product backlog tool for B2B SaaS teams. It connects customer feedback, CRM data, and task management systems to surface which features each customer wants and how much revenue those customers represent. Product managers replace manual prioritization work: instead of cross-referencing spreadsheets and support threads, they get a ranked view of what to build and for whom.

Chart gives fintech companies and financial institutions a single API to pull verified tax records directly from the IRS, state agencies, and major tax preparation platforms. It replaces manual document collection and income verification workflows by returning structured JSON in real time, sourced from authoritative government and tax-software connections. The target customer is any lender, neobank, or fintech that needs to confirm a client's income or tax history at onboarding.

Chima builds an AI agent platform for large enterprises, letting them deploy generative AI across operations, marketing, support, compliance, and sales. It provides a customization layer that connects a company's existing data to AI models in real time, replacing manual workflows and human-executed business processes end to end.

Choppy! makes ready-in-four-minute protein entrees that combine plant protein with beef fat, collagen, and broth, targeting flexitarian and keto consumers who want a fast, flavorful meal without cooking from scratch. The product is designed to deliver the taste profile of conventional meat while reducing environmental impact. It replaces both traditional meat prep and less satisfying plant-based convenience options.

Clad builds project management and billing software for infrastructure contractors and network operators rebuilding power and internet systems. It replaces disconnected field reporting, manual invoicing, and paper-based permitting by connecting production tracking directly to accounts receivable, accounts payable, and ERP systems. Contractors use it to run job costing, generate invoices from field data, manage vendors and materials, and submit utility-locate tickets through an AI layer.

Clearspace builds a screen time and digital habits app for consumers who want to reduce compulsive phone and browser use. It layers controls and mindful interruptions on top of iOS, Android, and Chrome to slow or block access to distracting apps and sites. The product replaces willpower-only approaches by enforcing intentional pauses before users open content they are trying to avoid.

ClickPe builds a daily loan-repayment product for small shop owners in India. Because these merchants earn revenue every day rather than on a monthly salary cycle, ClickPe auto-debits a small fixed amount from their digital wallet each day, replacing the single large monthly installment that strains working capital. The platform also aggregates credit cards, personal loans, business loans, and savings accounts, letting users compare and apply for financial products in one place.

Cloudchipr builds a FinOps platform for engineering and finance teams managing cloud infrastructure costs. It gives teams a single place to monitor multi-cloud spend, allocate costs across the organization, and trigger no-code automation workflows that cut idle resources, fire Slack alerts, open Jira tickets, and push data to Tableau. It replaces manual cloud-cost reviews and the patchwork of scripts teams write to act on what they find.

Clueso builds an AI-powered video and documentation platform for B2B teams. It takes screen recordings, rough assets, or a brief idea and produces polished instructional videos, product demos, and step-by-step docs, replacing manual recording, editing, and writing workflows. Customer success, marketing, product, and training teams use it to create and maintain video content across onboarding, releases, and employee training.

co.dev builds an AI-powered platform that converts natural language descriptions into full-stack web applications. It targets developers and technical founders who want to ship production-ready apps without manually wiring together front-end, back-end, and infrastructure. Users retain full ownership of the generated code, replacing the manual scaffolding work that traditional no-code tools cannot fully handle and that custom development makes expensive.

Cobblestone builds delinquency reduction and automation software for institutional landlords. Its initial focus is fraud detection, replacing manual screening and collections workflows that large residential operators run in-house. The product targets the gap between tenant acquisition and rent recovery where fraud and late payment erode portfolio performance.

CodeParrot AI builds an AI-powered design-to-code tool for software developers. It converts Figma files and UI screenshots into production-ready frontend code, replacing the manual work of translating designs into components by hand.

coil inc. builds an AI-powered interactive storytelling platform where the reader shapes the direction of the narrative. It targets consumers in the gaming and media space, replacing passive, linear story formats with branching experiences driven by user choice.

Coldreach builds an AI sales development representative that monitors public data sources, such as job postings, news articles, and financial filings, to surface B2B leads showing purchase intent signals tailored to a specific product. Sales teams define what a buying signal looks like for their use case, and Coldreach continuously scans over 113 million accounts to identify matching prospects. It replaces the manual research reps do to find the right moment to reach out and craft a relevant cold message.

CombineHealth builds AI agents that automate revenue cycle management for hospitals and physician groups, handling medical coding, claim submission, and denial management. The agents replace manual work done by human coders and billing staff, reducing claim errors and speeding up reimbursement. Customers include emergency department physician groups, regional hospitals, and large health systems.

Common Paper builds a contracting platform for startups that need to close B2B deals faster and with less legal exposure. It offers a library of open-source standard agreements, covering NDAs, DPAs, and sales contracts, modeled on the same standardization logic as the SAFE note but applied to customer-vendor relationships. The platform structures contract data from the start, making it available to downstream business systems, and replaces slow, manual redlining and contract routing across legal, finance, and sales teams.

compliant-llm monitors employee interactions with third-party generative AI tools to detect and prevent data exfiltration in real time. Security and technology leaders use it to enforce AI governance policies across both approved and unapproved AI applications, replacing manual oversight and ad-hoc vendor reviews. It also stress-tests AI vendors against frameworks such as NIST AI-RMF and ISO 42001, generating audit-ready compliance reports.

Concourse builds AI agents for enterprise finance teams, covering treasury, FP&A, accounting, and internal audit. The agents connect to a company's existing financial systems and handle the recurring manual work: pulling and analyzing data, producing charts and reports, writing variance commentary, and answering ad-hoc questions. This replaces work that finance analysts and accountants do by hand across spreadsheets, email, and reporting tools.

Conduit builds dock and yard management software for warehouse and logistics teams. It handles dock scheduling, yard management, driver sign-in, and gate coordination, replacing the spreadsheets, phone calls, and disconnected tools that operations teams currently juggle. Multi-facility operators get a unified network view while configuring each site independently.

Constant builds AI analysts for buy-side investment teams, automating the research and analysis work that junior and mid-level analysts typically handle. Portfolio managers and investment professionals use it to run full investment workflows, from sourcing and modeling to written work products, with every output sourced and verifiable. It replaces the manual, time-intensive analytical labor that would otherwise require a team of human analysts.

Coperniq builds workflow software for solar and energy contractors, replacing Salesforce, spreadsheets, and paper-based processes with a single industry-specific platform. It manages the full project lifecycle, from sales through installation and post-install service, cutting the administrative and coordination overhead that drives up soft costs and extends project timelines. Contractors also use it to monitor installed systems via hardware integrations and convert service calls into recurring revenue.

Corgi Labs builds an AI-powered payments intelligence platform for online merchants and businesses. It combines real-time fraud decisioning, approval optimization, and analytics into one layer that sits on top of existing payment processors, replacing manual rule-writing and generic fraud tools. Custom AI models trained on each merchant's own transaction data catch fraud without blocking legitimate buyers, while a rule engine and analytics dashboard surface where revenue is lost to declines, disputes, and chargebacks.

Cosine trains specialist AI models and coding agents for organisations that require frontier AI capability inside secure, air-gapped environments. Its Lumen model is built exclusively on production code and targets the work professional engineering teams do: writing, reviewing, and shipping code across complex, long-lived codebases. The product replaces reliance on general-purpose models that are not optimised for software engineering or cleared for sensitive infrastructure.

CreatorML builds AI models that predict whether a video will go viral, giving businesses a data-driven way to plan and scale their social media output. The models forecast audience attention before content is published, replacing the guesswork and post-hoc analysis that social media teams rely on today.

Credal.ai builds an enterprise platform for creating and governing AI agents and MCP servers connected to a company's existing tools and data. Teams use it to capture workflows from sources like Salesforce, Slack, and Snowflake, then make those workflows available to AI agents running in any chat surface, replacing ad hoc, ungoverned AI integrations. Each agent operates with scoped context, enforced instructions, and enterprise access controls.

DAGWorks Inc. builds open-source Python frameworks and observability tooling for engineers developing AI pipelines, workflows, and agents. Its two projects, Hamilton and Burr, standardize how teams write and structure AI application code so that versioning, lineage, tracing, and persistence come in with a single-line addition rather than custom instrumentation. The tooling targets AI and ML teams whose production reliability and maintenance costs grow unmanageable as codebases and data pipelines scale.

Dashdive builds cost attribution software for software companies running AI and cloud infrastructure. It traces spending down to the individual API endpoint call and maps those costs to specific customers, teams, and products. Engineering and finance teams use it to replace manual cost allocation work and to assess per-product profitability and pricing decisions.

Dataglade builds an AI-powered equity research platform for hedge funds, wealth managers, and fintechs. It generates written analyses and financial models for public companies, grounded in a proprietary financial data warehouse where every figure links back to its source filing. The product replaces the manual work of combing through SEC filings and earnings transcripts to answer fundamental research questions.

DataSuite builds a dataset management platform for teams training generative AI models. It handles multi-terabyte, multimedia dataset collection, storage, and preprocessing so that non-technical builders can assemble and manage training data without dealing with format conversion, caching, or data locality. The platform supports training diffusion, GAN, and interactive video models directly on top of the managed datasets.

Decohere builds a real-time AI content generator for creators who need to iterate on images, characters, and short video without waiting on slow GPU rendering jobs. The platform covers a wide range of creative verticals, from anime and manga to architecture, interior design, and character art. It replaces the slow prompt-and-wait loop of conventional generative AI tools with immediate visual feedback.

Defer builds a managed background-job platform for Node.js developers, letting them offload slow or async work, such as queues, cron jobs, and workflows, without wiring up their own infrastructure. It replaces the custom abstractions teams typically bolt on top of BullMQ, AWS SQS, or Lambda. Developers get a Vercel-style experience: a clean API and an operational dashboard, with no queue infrastructure to run themselves.

Demospace builds AI-powered tools for B2B sales and go-to-market teams. The product automates or assists with demo and sales workflow tasks that would otherwise require manual effort from sales representatives or solutions engineers.

Depot builds a software delivery platform for engineering teams, accelerating Docker container builds and CI runner jobs that would otherwise bottleneck on slow, fragmented tooling. It replaces underpowered GitHub-hosted runners and standard container build pipelines with purpose-built infrastructure that handles source control, builds, caches, and registries in one stack. Teams route existing GitHub Actions workflows to Depot runners with a single label change.

Designbase builds a shared workspace where product teams capture their components, design patterns, and decisions once, then feed that structured knowledge to AI coding agents. Engineers and designers stop re-explaining product context to every tool or collaborator. It replaces the back-and-forth translation work between design intent and code output that slows small teams building software interfaces.

Diffuse Bio develops generative AI tools for designing novel proteins, targeting researchers and drug developers who need precise control over protein structure and sequence. The platform produces biologically validated outputs at scale, replacing slow, trial-and-error wet-lab iteration with AI-driven generation. The team's work spans both diffusion-based sequence design and experimental confirmation of AI-created proteins.

Dill builds accounts receivable software for construction suppliers, automating payment collection, online payments, and credit applications. It replaces the manual billing and credit workflows that suppliers typically handle through paperwork, phone calls, and spreadsheets.

Double – Coding Copilot builds an AI coding assistant for software developers working in VS Code. It handles autocomplete, inline edits, code generation, and chat using models such as GPT-4o and Claude 3.5 Sonnet, with same-day support for new model releases. It targets developers frustrated by the accuracy gaps and workflow interruptions in GitHub Copilot, replacing those drop-ins with tighter editor integration and more precise completions.

DrDroid builds AI agents for platform and infrastructure engineering teams, automating the detection, triage, investigation, and remediation of production incidents. The agents connect to a team's existing services, dependencies, dashboards, and incident history so on-call engineers spend less time manually debugging alerts and running runbooks. DrDroid also maintains open-source tools for runbook automation and data-pipeline analytics.

Dream3D builds foundation models that convert data into interactive simulations of real and imagined worlds. The research team targets B2B customers who need generative AI to simulate environments, replacing manual world-building and traditional simulation pipelines with model-driven generation.

Echo builds a sales co-pilot for B2B founders running their own sales process. It generates a personalized playbook from established sales best practices and surfaces the right talking points and objection responses in real time during a call. The product replaces ad-hoc preparation and in-the-moment guesswork that founders face before they have a dedicated sales team.

Edge builds AI tools for patent attorneys, patent agents, and inventors handling intellectual property work. Its Ingenia product drafts and edits patent claims, specifications, figures, and disclosures, replacing hours of manual drafting. Its Certus product searches and clears trademarks against a global database, replacing a process that previously took days with one that runs in minutes.

EdgeBit automates dependency updates and security vulnerability remediation for engineering teams. Using static analysis, reachability analysis, and AI, it takes a detected CVE all the way through to a merged pull request, replacing weeks of manual review. It targets software teams shipping containerized or Kubernetes-based applications who need to maintain a secure, up-to-date supply chain without pulling engineers off product work.

Epsilon builds an AI search engine for scientific and academic research. Researchers ask questions in natural language and get cited, summarized answers drawn from a corpus of over 200 million papers and patents, replacing manual literature reviews that can take hours. It also lets users extract and compare information across multiple papers at once, supporting tasks like meta-analyses.

Escape builds an AI-powered offensive security platform for engineering teams that need to find and fix vulnerabilities in modern applications and APIs. Its core product is a dynamic application security testing engine that goes beyond surface-level scanning to test business logic, replacing both legacy DAST scanners and manual penetration testing workflows. Security and engineering teams get continuous AI-driven pentesting, attack surface management, and code-to-cloud correlation without handing work off to external consultants.

Extend builds document processing infrastructure for AI agents and pipelines, serving engineering teams that need to extract structured data from complex PDFs and other documents. Its APIs handle parsing, extraction, and document splitting, replacing manual prompt engineering and months-long custom build-outs with a toolkit developers can deploy in days.

EzDubs builds real-time speech translation for phone calls, voice messages, and text conversations. Its models translate spoken language mid-stream without waiting for full sentences, clone the speaker's voice on the fly, and carry emotional tone into the target language. Individuals use it to talk across language barriers with friends and family; teams use it to coordinate across countries.

Fabius analyzes sales calls with AI to help sales leaders coach reps and make better deal decisions. It scores every call, flags deals that lack proper qualification or a solid business case, and surfaces which opportunities reps should drop before wasting time on them. The product replaces manual call review and ad-hoc pipeline inspection by sales managers.

FactIQ builds an AI-powered data explorer that gives economic analysts and investment researchers structured access to over 7.4 million official U.S. economic time series. Users ask questions in natural language; FactIQ identifies the relevant datasets, runs the analysis, and returns interactive charts and tables with full source and methodology transparency. It replaces the manual work of hunting across government data portals, cleaning series, and building visualizations by hand.

Fairway Health builds an AI assistant for health insurers that automates prior authorization decisions. It ingests lengthy, unstructured medical records, often exceeding 70 pages, and uses large language models to determine whether a patient qualifies for a requested treatment. This replaces the manual clinical review work that slows down authorization processing for payers.

Fastgen builds a low-code backend development platform for developers and technical teams who need to ship custom APIs and automated workflows without writing boilerplate server-side code. Users assemble logic visually through a drag-and-drop interface backed by an integrated Postgres database, replacing hand-coded backend infrastructure and the setup work that goes with it.

Fern builds SDK generation and API documentation tooling for B2B software companies. It replaces the manual work of writing, maintaining, and synchronizing client libraries and reference docs across languages and sources. Developer-facing companies use Fern to give their API customers typed, up-to-date SDKs and polished documentation without building or sustaining that infrastructure themselves.

Fetchr builds a personal shopping app that selects and purchases clothing on behalf of the user. It targets consumers who want a curated wardrobe without the time or effort of browsing and deciding. The product replaces manual shopping by handling item selection end-to-end based on individual style preferences.

Finic builds an AI platform that automates financial crime detection and investigation for banks and fintechs. It handles the day-to-day work of fraud operations, AML/BSA, compliance, and credit risk teams, replacing manual review and investigation workflows those teams currently run themselves. Its vertical focus on financial crime lets it outperform general-purpose AI agents on accuracy and efficiency for these specific tasks.

Finni Health builds a practice-management platform for Applied Behavior Analysis (ABA) therapists who want to run independent practices, handling scheduling, billing, marketing, and client support in one place. On the care side, Finni matches children with autism to nearby ABA providers and coordinates insurance, replacing the fragmented search and administrative burden families otherwise navigate on their own.

Finta builds accounting and tax software for early-stage startup founders. It automates bookkeeping, handles tax filing, and surfaces financial forecasts drawn from live accounting data, replacing the need to hire a separate bookkeeper or accountant for routine finance work.

Fintool builds an AI assistant for institutional investors that reads and reasons across financial documents. It surfaces insights buried in filings, disclosures, and reports that manual review or conventional search tools would miss. The product replaces the time-intensive work of analysts combing through large volumes of financial text.

Finvest builds an AI wealth manager, called Finn, for everyday consumers who have historically been underserved by personalized financial advice. Finn connects to a user's checking, savings, investment, and retirement accounts, monitors them continuously, and proactively surfaces opportunities and risks alongside recommended actions. It replaces the reactive, generic guidance of standard budgeting tools and the high cost of access to traditional wealth managers.

FlexDesk builds a portfolio management platform for corporate real estate departments, consolidating lease administration, occupancy tracking, financial management, and coworking access into one system. It replaces the fragmented combination of spreadsheets and point tools that real estate teams use to track leases, monitor space utilization, and manage employee access to coworking locations. Customers get a single record for their office portfolio alongside on-demand booking access to thousands of coworking sites worldwide.

FlexWash builds management software for car wash operators, replacing legacy point-of-sale and operations systems that are expensive and rigid. The platform gives operators modern tools to run and grow their locations, handling the day-to-day work that outdated software handles poorly or not at all.

Flower builds the open-source framework and full-stack platform for federated learning, letting organizations train AI models on data that never leaves its source. Enterprises, device makers, and regulated industries use Flower to improve models across distributed silos and user devices without centralizing sensitive data. The product replaces the need to pool private data into a central repository before training can begin.

Floworks builds a suite of specialized AI agents that handle outbound B2B sales work for businesses. Its agents cover prospecting, personalized email outreach, and LinkedIn outreach, replacing the day-to-day work of human sales development representatives. B2B sales teams use Floworks to run full outbound sequences, from identifying prospects to booking calls, without manual SDR involvement.

Frigade builds an AI-native product adoption platform for B2B SaaS teams. Its in-app assistant learns a product's interface by using it, then delivers contextual guidance, walkthroughs, and answers to end users without routing them to a support queue. The assistant can also take actions directly inside the product on a user's behalf, replacing manual onboarding flows, help-center searches, and customer success check-ins.

Glass Health builds an AI platform for clinicians that generates differential diagnoses and drafts clinical plans. It replaces the manual, time-intensive cognitive work physicians do when synthesizing patient information into a structured diagnostic and treatment approach. The tool is aimed at clinicians who need fast, evidence-grounded decision support at the point of care.

Gluetrail builds a Chrome extension that turns a single screen-and-audio recording into step-by-step articles, annotated screenshots, and videos. It targets customer support, training, and marketing teams who need to document software workflows or processes. The tool replaces manual screenshot-and-write workflows and publishes the finished content directly to knowledge bases and social platforms such as Notion, Confluence, Zendesk, LinkedIn, and YouTube in one click.

GoodCourse builds a short-form video learning platform for corporate training, targeting HR and compliance teams at B2B companies. It delivers employee training on topics such as compliance and inclusion through a TikTok-style feed format, replacing traditional long-form e-learning modules that employees routinely abandon before finishing.

GovEagle builds an AI platform that automates proposal and capture work for medium to large government contractors. It drafts RFP responses by learning from a firm's past proposals, runs natively inside SharePoint, Word, Excel, and PowerPoint, and replaces the manual writing and knowledge-retrieval work that proposal teams do across the bid lifecycle.

Hadrius builds an AI-native compliance platform for SEC- and FINRA-regulated financial firms, including broker-dealers, private funds, RIAs, and compliance consultants. It consolidates marketing review, communications supervision, account surveillance, people oversight, and testing programs into a single system of record. The platform replaces manual compliance workflows that firms previously handled across fragmented tools or outsourced to consultants.

Hammr builds payroll, HR, and field operations software for construction contractors. It handles prevailing wage, certified payroll, union rates, time-tracking, scheduling, and benefits in a single platform, replacing the manual admin work that generic tools like ADP, Paychex, and QuickBooks force on construction teams.

Haven builds AI agents that handle day-to-day property management operations for property management companies, replacing work done by human coordinators and administrative staff. Its first agent manages the full maintenance cycle: answering tenant calls, diagnosing the issue, dispatching a technician, and following up to confirm resolution. Additional agents target leasing follow-up and other repetitive tasks that pull property managers away from their portfolios.

Helicone builds an observability and AI gateway platform for developers shipping LLM-powered applications. It sits between the application and providers such as OpenAI and Anthropic, capturing request logs, cost data, and user interaction metrics in one dashboard. This replaces ad-hoc logging, manual cost tracking, and provider-by-provider debugging that engineers otherwise stitch together themselves.

highlight.io builds an open-source, full-stack monitoring platform for web application developers. Engineers instrument their app with a few lines of code and gain session replay, error tracking, and regression alerts, replacing the manual process of trying to reproduce user-reported bugs from incomplete information. When a user files a complaint, developers can play back the exact session, pinpoint the failure, and get notified if the same error recurs.

Hindsight analyzes sales deals to tell reps and GTM teams why they win or lose, then surfaces specific guidance to help them act on it. It builds battlecards, competitive positioning, and objection guides from real deal data, runs AI roleplays drawn from actual sales conversations, and pushes next-step recommendations to reps as deals progress. The work it replaces: manual win-loss reviews, static playbooks, and ad hoc sales coaching.

Hippo Scribe builds an AI scribe for physical therapists, occupational therapists, and speech-language pathologists. It records patient visits, generates a draft clinical note within seconds, and pushes the reviewed note directly to the clinician's EMR. The product replaces the manual after-hours documentation that consumes up to two hours of a therapist's day.

Holacasa builds a white-label mortgage platform for real estate brokers and agencies in Latin America. Brokers use it to instantly quote, pre-qualify, and submit mortgage applications on behalf of clients, replacing manual lender coordination and paperwork. Agencies get dashboards with real-time application status and lead-ranking tools to manage their pipeline.

Homeflow builds an insurance management platform for large real estate portfolio owners. Investors and property managers use it to consolidate policies from multiple brokers into one place, compare and adjust coverages, and get quotes for new acquisitions. It replaces the manual work of coordinating across disparate brokers and tracking policies portfolio-wide.

Hona builds a client communication platform for personal injury law firms, centered on an AI agent called Lia. Case managers at PI firms routinely juggle hundreds of active clients, tracking treatment appointments and provider updates manually. Lia handles outreach, logs treatment updates in real time, and flags missed appointments or care gaps, replacing the phone calls, follow-up texts, and manual case tracking that staff would otherwise do themselves.

Honeydew builds a semantic layer that sits on top of a data warehouse and compiles every BI query, AI agent request, and metric from a single, governed set of business logic. Data teams define and version that logic once, and every connected tool, from Tableau and Power BI to Claude and other AI agents, draws from the same source of truth. It replaces the manual work of maintaining duplicate definitions across dashboards, pipelines, and models each time a new consumer or context is added.

IcePanel builds a collaborative diagramming and modelling tool for software engineering and product teams. Teams use it to map their software systems using the C4 model, giving everyone shared context on how those systems are structured and how technical decisions fit together. It replaces ad-hoc, static diagrams that fall out of date and leave non-authors without enough context to contribute.

Iliad builds AI-powered tools for artists, game developers, and designers who need stylized textures, illustrations, and 3D assets. Users generate and refine material graphs, seamlessly tileable textures, and PBR maps by sketching, uploading references, or writing prompts, then tuning results with brushstrokes, masks, and sliders. The tools replace manual texture authoring and node-graph construction in traditional content-creation pipelines.

inBuild automates invoice processing for home builders and general contractors who use Procore. It collects subcontractor invoices, matches each line item to the corresponding project commitment and cost code, routes approvals, and syncs the result directly to Procore, replacing manual invoice entry and the back-and-forth that typically falls on a project accountant or AP team.

Indexical builds a semantic indexing and retrieval platform for enterprise codebases and knowledge stores. It lets engineering and AI teams search millions of code files or documents by meaning rather than keyword, with permission-aware, source-grounded results that feed retrieval-augmented generation pipelines. The platform replaces ad-hoc vector search setups and manual compliance evidence gathering with a governed, high-recall retrieval layer.

Infinia builds payment infrastructure that connects stablecoins and traditional banking rails for fintechs, businesses, and banks operating in emerging markets. A single API handles cross-border payouts, collections, and multi-currency virtual accounts across local clearing networks such as PIX, SPEI, and Transferencias 3.0, replacing the need to build or maintain separate local banking entities in each market. Compliance requirements, including KYC and KYB, are managed natively within the platform.

Infisical builds an open-source platform that centralizes secrets management, certificate management, and privileged access control for engineering teams. Developers and DevOps teams use it to store, rotate, and audit credentials across cloud, on-premises, and AI infrastructure, replacing scattered .env files, custom scripts, and ad-hoc secret stores. It integrates directly into development workflows, CI/CD pipelines, and cloud environments, with versioning, audit logging, and automatic rotation built in.

infra.new built an AI agent that helped engineering teams generate cloud infrastructure configuration, estimate costs, and optimize deployments across AWS, GCP, and Azure, replacing manual infrastructure setup and cost analysis. The product shut down on June 30, 2026. The team has pivoted under the LaunchFlow name toward custom software and AI agents for operations teams in government and enterprise.

Inkeep builds an AI agent platform that lets both developers and non-technical teams deploy AI-powered assistants and workflow automations. Companies use it to handle customer support, surface answers from internal knowledge bases, and automate repetitive ops tasks, replacing work previously done by human support and operations staff. A no-code builder and a developer framework share a two-way sync, so either persona can build and maintain the same agents.

Interlock builds an AI multi-agent orchestration and workflow interlocking platform for enterprises. It coordinates and governs pipelines of AI agents running in parallel, handling failure recovery, retries, human approval pauses, and context management across long-running workflows. The product replaces brittle, hand-rolled agent coordination code and the manual oversight enterprises would otherwise need to keep multi-agent systems reliable and compliant at scale.

Invitris builds a cell-free biomanufacturing platform that converts a digital protein sequence into a physical drug substance in four to eight hours. It targets the gap between AI-designed drugs and the production infrastructure needed to deliver them, replacing slow, batch-oriented cell-based manufacturing with a single-step, autonomous process that works across a wide range of protein classes. A lead application is producing patient-specific bacteriophages to treat antibiotic-resistant infections.

Invopop builds electronic invoicing infrastructure for global software companies that must comply with country-specific tax reporting rules. A single API integration handles invoice generation, signing, and real-time submission to tax authorities across 30-plus countries, replacing the work of building and maintaining separate local integrations for each market. As governments mandate e-invoicing, Invopop keeps compliance current so engineering teams do not have to.

JustPaid automates billing and accounts receivable for B2B companies, replacing manual invoice creation, payment chasing, and reconciliation work. It reads pricing logic and customer terms directly from contracts, then generates invoices, runs collection sequences, and matches payments across sources. The target customer is an early-stage B2B company handling complex, custom pricing models without a dedicated billing team.

Keeling Labs builds machine learning algorithms that control how grid-scale batteries store and dispatch energy. Its software replaces the conventional control algorithms that currently cap how much capacity battery storage systems can deliver to the grid, unlocking additional storage from existing hardware. The target customer is grid operators and battery storage operators seeking to absorb more wind and solar generation without adding new physical assets.

Keep builds an open-source AIOps platform that consolidates alerts from across an engineering stack into a single interface. SREs, operators, and platform engineers use it to cut through thousands of noisy alerts from tools like Datadog, Grafana, PagerDuty, and CloudWatch, reducing them to a manageable, actionable set. It replaces manual alert triage and fragmented monitoring workflows with rule-based grouping, AI-driven correlation, and a YAML-based workflow engine with 90-plus integrations.

Kivo Health delivers virtual pulmonary rehabilitation to Medicare-eligible patients with COPD and other chronic lung diseases, letting them complete a structured clinical program from home instead of attending an in-person facility. The program combines AI-powered care with respiratory therapy to improve patients' strength, endurance, and symptom management. It serves individual patients, referring physicians, and health plans, replacing traditional center-based pulmonary rehab.

Koywe builds crypto on- and off-ramp infrastructure for Latin America, giving companies in Argentina, Chile, Colombia, Peru, and Mexico API access to compliant payment rails. Businesses use it to add remittances, dollar-denominated wallets, and investment products without building local compliance or banking integrations themselves.

Kyber automates claims correspondence for property and casualty insurers, replacing the manual process of drafting, reviewing, and sending regulatory notices. Adjusters upload claim details, generate compliant drafts, collaborate on edits in real time, and send the final notice, cutting hours of document work per claim. The product targets claims teams, IT operations, and compliance functions at carriers and third-party administrators.

Laminate builds an API-based platform that lets card issuers design, manufacture, and fulfill physical debit and credit cards without switching their existing card issuing stack. It handles the end-to-end physical card production workflow, replacing the need for issuers to coordinate directly with card manufacturers and fulfillment vendors.

Langfuse builds an open-source observability and evaluation platform for teams shipping LLM applications. Engineers use it to trace model calls, manage prompts, run evaluations, and track performance metrics across the full development lifecycle. It replaces ad-hoc logging and manual debugging workflows that otherwise slow down iteration on AI products.

Latent builds an enterprise pharmacy intelligence platform for health systems, using medical language models to automate prior authorizations, patient identification, and specialty pharmacy workflows. It analyzes EHR records to surface relevant clinical data, replacing manual review by pharmacists and operations teams. The platform covers the full medication journey, from finding eligible patients to securing access and supporting treatment adherence.

Lavo Life Sciences builds AI-driven simulation software that models drug molecule behavior computationally. Pharmaceutical companies use these simulations to inform formulation decisions before running physical experiments, cutting lab time and reducing trial-and-error in development. The work the platform replaces is costly, slow bench experimentation that traditionally precedes clinical trials and regulatory submission.

Layup builds an AI-powered in-product guidance layer for B2B SaaS companies. A second cursor overlays directly on the host product's UI and walks users through onboarding, feature discovery, and support questions in real time. This replaces the manual work of writing in-app guides, tooltips, and documentation that product and support teams would otherwise produce by hand.

LazyEditor builds an AI video editor for content creators, automating the full post-production workflow: cutting silences and filler words, inserting b-roll, and polishing overall quality. It replaces the manual, time-intensive editing work that creators would otherwise do themselves or hand off to a human editor.

LinkGrep builds an AI browser copilot for teams, turning the browser into a shared workspace. It automatically tracks links and documents, surfaces relevant information from tools like Slack and Notion as teammates browse, and queues up the right pages before meetings. This replaces the manual work of saving links, searching scattered knowledge bases, and pasting URLs into chat.

Linum trains generative video models from scratch, converting text prompts into video. The lab builds and releases foundation models, including open-weight releases under permissive licenses, replacing the need for creators and developers to source or fine-tune third-party video generation systems.

LiteLLM builds an open-source AI gateway and Python SDK that lets engineering teams call over 100 large language model APIs, including OpenAI, Anthropic, Azure, Bedrock, and Vertex AI, through a single, unified interface. Platform and AI infrastructure teams use it to replace bespoke per-provider integrations and to centralize spend tracking, request routing, authentication, and guardrails across their entire model stack.

Littio gives Latin Americans a dollar-and-euro denominated account, replacing local peso-based banking for people exposed to chronic currency devaluation. Users receive ACH and IBAN details to collect international payments, spend in over 190 countries through a Mastercard debit card, and hold or grow balances in USDC, EURC, gold, Bitcoin, and U.S. stocks and ETFs.

Logital AI (Teclada) builds a deterministic inference API for AI developers and researchers, guaranteeing identical model outputs every time a given prompt and seed are submitted. It replaces unpredictable, variance-prone inference calls with a controlled pipeline that fixes hardware, software, and sampling parameters end-to-end. Teams use it to run clean model comparisons, flake-free CI tests, reproducible research, and verifiable compliance logs in regulated industries.

Looooooops builds AI agents designed for personal use cases. The product is in pre-launch, so specific workflows, target users, and tasks the agents replace are not yet detailed publicly.

Loula builds a software platform and provider network that lets independent birth and postpartum doulas accept health insurance. Doulas have historically operated outside the insurance system, taking on credentialing, contracting, and billing entirely on their own. Loula handles that administrative work on their behalf, so doulas can take on insured clients without managing the back-office burden themselves.

Luca builds an AI pricing engine for retail operators. It continuously scans for revenue and margin opportunities across a retailer's catalog and surfaces specific price adjustment recommendations, replacing the manual spreadsheet work that most pricing teams rely on to set and update prices.

Lume built an AI platform that automated the data integration work software teams did manually to onboard new customers. Engineering teams used it to analyze schemas, map customer data, validate quality, and generate dbt code, replacing a process that previously took days or months per customer. Lume has since closed and joined Harvey.

Lynx builds an AI platform that handles engineering incident response for software teams. When a production outage or data anomaly hits, Lynx automatically collects diagnostic information, identifies the root cause, and executes a fix, replacing the manual triage and coordination work that falls on on-call engineers. The result is shorter downtime and less time pulled away from product development.

Magic Patterns builds an AI design tool that turns prompts, product requirements, and feature ideas into high-fidelity UI prototypes. Product teams use it to explore design directions, test concepts with customers, and ship to production without committing engineering resources upfront. It replaces the manual, multi-week cycle of wireframing, prototyping, and design-system alignment that previously required dedicated designers and front-end engineers.

Magicflow 𐂂 builds an evaluation and curation platform for generative AI workflows, serving prompt engineers, visual artists, and AI data scientists. Teams use it to run experiments at scale and refine their AI pipelines, replacing ad hoc manual testing and scattered iteration across disconnected tools.

MagnaPlay builds an AI-powered translation platform for game developers, replacing the manual process of sourcing freelance translators, negotiating contracts, and waiting months for delivery. The platform combines AI with human expert translators in a SaaS workflow that integrates directly into game development pipelines, cutting turnaround time and cost while keeping quality consistent.

Mantys builds ARR reporting and forecasting software for B2B SaaS companies. It pulls data from CRM and billing tools such as HubSpot and Chargebee to produce real-time views of contracted ARR, billed ARR, churn, and projected ARR, replacing the patchwork of spreadsheets finance and revenue teams otherwise maintain by hand.

Matano builds a cloud-native SIEM for security teams that have outgrown legacy platforms like Splunk and Elastic. It replaces those traditional SIEM databases with a cybersecurity platform built on a Security Data Lake architecture, cutting the cost and operational overhead of storing and querying security telemetry at cloud scale. The target buyer is the cloud-first security engineering team that needs detection, investigation, and log management without the pricing model of incumbent vendors.

Mercoa builds an embedded B2B payments API that lets vertical SaaS platforms add accounts payable and accounts receivable features under their own brand. Platforms use it to give business customers a full bill-pay and invoicing workflow, including AI-driven invoice processing, vendor onboarding, approval routing, and payment collection. It replaces the need for SaaS companies to build payment infrastructure in-house or send customers to separate finance tools.

Metal builds an intelligence platform for private equity deal teams, covering the full investment lifecycle from sourcing and market research through due diligence and post-close monitoring. It replaces manual research and fragmented workflows that analysts and investment professionals use to evaluate private market opportunities. The product is aimed at institutional fund managers who need to move through deals faster and with more structured information.

Metal builds an AI platform that helps companies raise capital by automating the core work of a fundraise: sourcing and qualifying investors, researching firms, and tracking relationship progress. It targets founders and teams going through a fundraising process, replacing manual spreadsheet tracking, ad-hoc research, and disconnected outreach across the full investor pipeline.

Middleware builds a full-stack cloud observability platform for engineering and DevOps teams. It consolidates infrastructure metrics, logs, traces, and events into a single timeline, then applies an AI SRE agent to detect anomalies, pinpoint root causes, and auto-remediate issues in production. The platform replaces the manual work of correlating data across separate monitoring tools to diagnose and resolve application and infrastructure failures.

Milio builds a real-time, account-to-account payment infrastructure for Colombia and cross-border markets, connecting businesses directly to banks and digital wallets through a single API. It serves fintechs, lenders, wallets, and banks that need to collect payments or disburse funds instantly, replacing slow ACH cycles and intermediaries like PSE and Transfiya. Companies use it to run payroll, collect recurring debits, process remittances, and move cash in and out of wallets, all credited in under a minute, around the clock.

Miracle builds a clinical trial operations platform for clinical-stage biopharmaceutical companies. It pulls data from multiple trial systems, including CROs and study sites, into a single automated dashboard, replacing manual tracking in spreadsheets. Teams use it to monitor enrollment, flag site performance issues, and make decisions in minutes rather than days or weeks.

Modulari-T builds a synthetic gene platform for engineering immune and stem cells, targeting the structural limitations of first-generation CAR-T and cell therapies. Its two core technologies, MARC and MoVe, give engineered cells modular receptor control, on/off switching, and resistance to exhaustion, replacing the fixed receptor architectures that restrict current therapies to blood cancers and exclude solid tumors and chronic diseases. The platform is validated across five cell types and is designed to serve as foundational infrastructure for next-generation cell engineering broadly.

Mogara automates software R&D capitalization for finance and accounting teams. It connects directly to developer workflows to capture the data needed for ASC 350-40 compliance, replacing the manual process of tracking down engineers for timesheet entries. The work it eliminates is the back-and-forth between accounting leaders and engineering teams at the close of each period.

moonrepo builds a build system and repository management tool for software teams working in large monorepos. Its open-source tool, moon, handles task orchestration, caching, and toolchain management across multiple languages, cutting the time engineers spend on builds, tests, and deploys. A companion tool, proto, automates language version management across machines and team members.

Muffin Data builds an analytics platform for emerging food and beverage brands selling through retail. It pulls in sales, distribution, and supply chain data from CPG-specific sources and consolidates them into a single dashboard, replacing the manual spreadsheet work operators use to track in-store velocity, out-of-stocks, inventory levels, and promotion performance.

Mulligan builds an AI automation platform for commercial insurance brokers. It handles quoting, policy checking, and proposal generation, replacing the manual document work brokers do across the full placement workflow. Brokers get a tool that covers the process end to end rather than automating one step at a time.

Nango builds an integration platform for SaaS products and AI agents, giving developers a single layer to connect their software to over 1,000 external APIs. It handles authentication, data syncing, webhooks, and request proxying, replacing the custom plumbing engineering teams would otherwise write and maintain themselves. Pre-built integrations and AI-generated code let teams ship customer-facing integrations faster and at broader coverage.

Narrative, now operating as Zorro, builds an AI testing platform for software teams shipping production code. Engineers describe what to test in plain English, and AI agents autonomously explore the app, hunt for bugs, and run regression tests on pull requests, replacing the manual QA work of writing, mapping, and maintaining test cases. Each discovered bug ships with screen recordings, console logs, and step-by-step breadcrumbs so developers can reproduce and fix it without waiting on a QA cycle.

Neptyne builds a spreadsheet with a full Python environment embedded directly in the grid, replacing the boundary between Excel-style formulas and code. Analysts and data workers can write Python logic, run machine learning models, or build trading tools without leaving the spreadsheet interface. An AI layer translates plain instructions into working Python, opening that capability to users with no programming background.

Novelcare connects physicians to clinical trials that match their existing patients, analyzing electronic health records to surface relevant, locally available studies at the point of care. It also works the other side: helping trial sites identify and reach eligible patients. The product replaces manual, ad-hoc recruitment outreach that leaves most doctors unaware of trials their patients qualify for.

Noya Software builds a modular product design workspace for non-designers, including product managers, marketers, and engineers. It gives those teams the ability to design screens, websites, and other digital assets without relying on a dedicated designer. The suite covers content writing, whiteboards, design tokens, a web editor, and component tools, all connected in a single collaborative workspace.

Numeral builds an end-to-end sales tax and VAT compliance platform for e-commerce brands, software companies, and distributors selling across the US and globally. It handles tax calculation, nexus monitoring, registrations, and filings across more than 90 countries and tens of thousands of jurisdictions. The product replaces manual compliance work and the patchwork of accountants, spreadsheets, and point solutions businesses otherwise manage themselves.

nunu.ai builds AI agents that test and play games, replacing manual QA work and script-based automation for game developers. The agents interact with devices as a human would, covering tasks from bug detection and onboarding review to competitor analysis and player simulation, across PC, iOS, and Android. Game studios describe tasks in plain English and the agents execute them end-to-end at scale, around the clock.

Odigos Technologies Inc. builds a production context platform that automatically instruments distributed applications using eBPF, capturing traces, logs, metrics, and live function-level data without code changes. It targets engineering and security teams at enterprises that need runtime observability across their services. The product replaces months of manual pipeline work, eliminating the need for coordinated instrumentation changes across multiple development teams.

OfOne builds a conversational AI agent that takes orders at fast-food drive-thrus, handling the full interaction from greeting through order confirmation. It replaces the human order-taker at the speaker post, while integrating with existing POS, loyalty, and kitchen display systems. The agent upsells contextually, enrolls customers in loyalty programs, and maintains consistent accuracy across locations.

Ohm builds an AI platform for hardware engineering teams at battery manufacturers and Fortune 100 companies developing products like wearables and electric vehicles. The platform connects to test equipment, supplier specs, and manufacturing databases, then runs domain-specific agents that handle experiment analysis, anomaly detection, and predictive modeling. It replaces the manual work engineers do to process test data, extract insights from institutional knowledge, and iterate toward a validated design.

Omnistrate builds a control plane that lets software vendors ship their product as a fully managed service across vendor-hosted SaaS, customer cloud (BYOC), and air-gapped environments, all from a single platform. It targets ISVs and open-source teams that would otherwise spend years hand-engineering multi-cloud deployment, billing, lifecycle management, and Day-2 operations. Teams import an existing Docker Compose file and get a private-label control plane running in their own account, with customer workloads staying in the customer's environment.

OneText builds an SMS commerce layer for direct-to-consumer e-commerce brands, letting shoppers complete a purchase by replying to a text message. It sits on top of a brand's existing SMS marketing stack and replaces the multi-step checkout flow with a single reply. The product also handles cart recovery, repeat-purchase subscriptions, AI-powered product recommendations, and live concierge support over text.

OpenInt builds an open-source embedded integration platform for B2B SaaS teams. It lets product and engineering teams connect their apps to third-party services in hours using unified APIs or direct database sync, replacing weeks of custom integration work. The tooling targets developers who need to ship native product integrations without writing all the plumbing from scratch.

OpenMeter builds an open-source usage metering and billing platform for B2B software companies selling AI and API products. It ingests high volumes of events in real time and converts them into usage-based invoices, entitlements, and customer-facing dashboards. Engineering and revenue teams use it to replace hand-rolled metering code and manual billing workflows tied to Stripe or other payment providers.