What it sells
Context for Codebases
Business model breakdown
Buyer: who owns the budget?
Engineering leaders (VP/Director/CTO) at enterprises and high-velocity software teams.
Trigger: what makes them buy now?
AI coding agents fail without codebase context, grep-heavy token costs, legacy code and large refactors.
Workflow: what inputs become what output?
Connects codebases, analyzes them, keeps context current on every commit, and serves it to agents/developers via MCP and API (Claude Code, Cursor).
Economics: what it saves and how it charges
Platform fee sized by source lines of code analyzed per year, plus LLM tokens billed at market rate; no per-seat metering; customer cites token savings.
Distribution: how it reaches customers
Sales-led: start with a two-week pilot, Contact Sales; customers include Optiver, ShipBob, Lucanet, PayNearMe, BrainChip.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Winter 2024 | — | Y Combinator | ycombinator.com |
Profiles summarize public reporting and company websites. Business-model notes are MaxBC's reading of that material, not confirmed facts; unknowns are left blank rather than guessed. Updated 2026-10-12.