
Quantstruct
Quantstruct is a YC Winter 2025 (W25) company. Based in San Francisco, CA, USA. Team of 3.
About Quantstruct
Summary
Quantstruct builds an AI documentation engineering platform for teams that maintain API and SDK references, implementation guides, and changelogs. It deploys multiple AI agents that test existing docs against a live product, identify gaps triggered by new releases or unanswered customer queries, and then generate updated documentation complete with embedded screenshots and video recordings by operating directly inside a web browser. The product replaces the manual work technical writers, professional services teams, and product teams do to keep documentation current after every product change.
Go-to-market
Quantstruct targets technical writing, content, professional services, and product teams at companies shipping API, SDK, or enterprise web software. It is available as a cloud service, positioned for self-serve onboarding with customizable agent workflows.
From the Y Combinator listing
AI documentation engineer – test & autoimprove stale product docs
Quantstruct automatically creates and improves product documentation, implementation guides, and changelogs for API & SDK products, web-based enterprise software, and internal applications. Quantstruct identifies gaps in your knowledge base based on each product release or unfulfilled customer query. It uses multiple AI agents to search existing knowledge sources, test existing docs for validity and style guidelines, and clicks, scrolls, and uses enterprise software through a web browser to generate docs with embedded screenshots and video recordings. Quanstruct is available as a cloud service to start, targeting technical writers, content writing, professional services, and product teams. Traditional generative AI tools risk hallucinating critical API & SDK fields, even with RAG based approaches. Purely agent-based approaches risk providing unpredictable output that can diverge from desired documentation processes. Finally, no company’s review and publishing workflow is the same. Quantstruct is the easiest way to onboard and customize AI agents to continuously improve your documentation based on your customer needs and product evolution. https://quantstruct.com
Facts
- B2B / B2B
- San Francisco, CA, USA
- 3
- Active
- Early
Founders (2)
- Newman Hu
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