Market Opportunity
Capture engineering decisions and intent: link the 'why' to code targets a $9.6B = 160,000 engineering orgs (companies with >10 devs) x $60K ACV total addressable market with low saturation and a year-over-year growth rate of 25% (developer tooling & knowledge management convergence).
Key trends driving demand: LLM-assisted development -- Enables reliable natural-language extraction of intent from PRs, chats, and docs, making automated intent tracking feasible.; Distributed engineering -- Remote teams and microservices increase context loss, raising demand for structured decision records.; Observability + DevEx convergence -- Teams want tooling that links runtime incidents to the decisions and PRs that caused them.; Compliance and audit pressure -- More organizations must prove why changes were made for security and regulatory reasons..
Key competitors include Sourcegraph, GitHub (Copilot, Pull Requests, Discussions), LinearB, Notion (workaround), CodeSee.