Bito

About the offering

Bito is an AI infrastructure company based in Menlo Park, CA, that has built a product called AI Architect — an intelligence layer designed to give AI coding agents and engineering teams deep, system-wide understanding of complex enterprise software. The core problem Bito addresses is that current AI coding tools (Cursor, Claude Code, GitHub Copilot, Codex, Windsurf, etc.) perform well on small, isolated coding tasks but fail on large, multi-service enterprise codebases because they lack architectural context: they do not understand dependencies, historical design decisions, or how changes in one system affect others. AI Architect solves this by ingesting all available signals about a codebase — source code, tickets, documentation, team chat, operational data — and building a continuously updated knowledge graph of the entire engineering system. This graph is then made available to any coding agent or engineer as a shared reference, enabling grounded code generation, faster technical design, and more accurate code reviews. The company was founded by three serial entrepreneurs: CEO Amar Goel (founder and original CEO of PubMatic, NASDAQ: PUBM, peak valuation ~$4B; previously founded Komli Media, acquired by Axiata Digital; BA/MS Harvard), CTO Anand Das (co-founder and CTO of PubMatic; CTO of Eyeota, acquired by Dun & Bradstreet for $165M; 7 software patents), and CPO Mukesh Agarwal (ex-Partner at Ernst & Young; founder of RevX, acquired by Affle; VP Product at Komli Media; MBA Wharton). The broader team numbers over 35, including 27 engineers. Bito's business model is usage-based SaaS, pricing scaled to codebase size and consumption volume, targeting enterprise engineering organizations. Current ARR is reported at $600K, with a target of approximately $2M by year-end (not guaranteed). The company has raised over $10M from institutional investors including Eniac Ventures ($2.7M), NextView Ventures ($1.2M), Vela Partners, and NGP Capital, as well as notable angels such as DJ Patil, Deep Nishar, and Gokul Rajaram. Named customers include Swiggy ($15B market cap), Contentful, Gainsight, PubMatic, Privado, Kredivo, Apica, and Lenskart. The company reports active trials with multiple Fortune 50 companies, processing tens of millions of lines of code. A notable case study shows Bito compressed a 7–10 day SSO implementation at Privado into 5 hours of working time across 24 files in 4 repositories. PubMatic reported a ~80% reduction in technical design time. On the SWE-Bench Pro benchmark, adding Bito reportedly lifts a top AI model's success rate from ~50% to ~70%, which the company claims is the highest score recorded on that benchmark. Bito also claims significant token and cost reduction for agents due to pre-mapped system context. The company is SOC 2 Type II certified and supports both cloud-hosted and fully on-premise deployment. Integrations span GitHub, GitLab, Bitbucket, Jira, Confluence, Slack, Anthropic, OpenAI, and Google Cloud. The current Wefunder raise is a Reg CF round (SAFE instrument), with an early-bird tranche. Funds are planned to be allocated approximately 40% to product and engineering, 40% to sales and enterprise partnerships, and 20% to marketing.

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