Bito
Bito provides an AI-powered context layer for software engineering, building a dynamic knowledge graph from code, commits, and issues to power autonomous design, coding, and review workflows for enterprise engineering teams and AI coding-agent users.
- Company typePrivate
- Founded2023
- HeadquartersMenlo Park, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What Bito does
Bito is an AI development platform that provides a context layer for autonomous software engineering. Its core product, AI Architect, builds a dynamic knowledge graph from a customer's code repositories, commit history, Jira and Linear tickets, Confluence documentation, and observability data, mapping services, APIs, dependencies, and architectural patterns across the full codebase. This knowledge graph powers three integrated surfaces: Design & Scoping, which posts feasibility analyses and technical design documents directly into Jira and Linear tickets; Grounded Coding, which delivers one-shot production-ready code via the Model Context Protocol (MCP) into coding agents such as Cursor, Claude Code, Codex, and Windsurf; and the AI Code Review Agent, which provides pull request reviews with cross-repo impact analysis natively in GitHub, GitLab, and Bitbucket. A Slack agent, IDE extensions for VS Code and JetBrains, a CLI tool, and a web UI round out the platform. Bito reports that the platform processes over 10,000 pull requests weekly, serves 100,000+ developers, and that AI Architect achieved 60.8% success on SWE-Bench Pro when paired with Claude Sonnet 4.5 (39.4% relative improvement over baseline) in a third-party evaluation by The Context Lab.
The company sells primarily to enterprise engineering teams operating complex multi-repo codebases, alongside individual developers and AI coding-agent users reached through a product-led growth motion. Pricing is tiered and per-seat: a free tier for teams up to five engineers (bring-your-own LLM keys), Team at $12/seat/month, Professional at $20/seat/month, and custom Enterprise contracts that include SSO, audit logs, and on-prem or self-hosted deployment. Bito is SOC 2 Type II certified across the full platform stack. The company is headquartered in San Francisco/Menlo Park, California, employs 11-50 people, and has raised a total of $8.9M across two seed-stage rounds — $3.2M led by Eniac Ventures in June 2023 and a $5.7M seed extension led by Vela Partners in May 2025. The CEO and co-founder is Amar Goel, a serial entrepreneur who also co-founded the publicly traded ad-tech company PubMatic, which is itself a Bito enterprise customer.
Bito firmographics
Firmographics- Name
- Bito
- Legal name
- Bito Inc.
- Website
- https://bito.ai
- Company type
- Private
- Founded year
- 2023
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- Bito provides an AI-powered context layer for software engineering, building a dynamic knowledge graph from code, commits, and issues to power autonomous design, coding, and review workflows for enterprise engineering teams and AI coding-agent users.
- Ownership category
- akta.pro rank
Bito industry classification
Industry- Product category
- AI Developer Tools
- NAICS
- Software Publishers (5132), Computer Systems Design and Related Services (5415)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)
- akta.pro secondary industry
- Documentation & Reporting Automation (Model Cards, Datasheets, Impact Assessments) (HDAAAMAJ)
Keywords
Where Bito is headquartered
LocationHeadquarters
- HQ city
- Menlo Park
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Bito business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- SaaS Subscription - Per Seat: Bito charges per seat per month with tiered plans. Free tier available for teams up to 5 engineers (bring-your-own LLM keys). Paid plans include Team ($12/seat/month), Professional ($20/seat/month), with Enterprise custom pricing for larger organizations.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Monthly | Free plan for small teams (up to 5 engineers) |
| Per seat | Monthly | Team plan - per seat subscription |
| Per seat | Monthly | Professional plan - per seat subscription |
| Subscription | Multi-year contract | Enterprise plan - custom pricing |
Go-to-market motion1 record
Distribution channels5 records
Marketing channels9 records
Bito product offering
Product offeringCore offering
Bito sells an AI software development platform whose core is AI Architect, a context layer that builds a living knowledge graph from a customer's code, commits, issue trackers, documentation, and observability data. This knowledge graph powers three integrated products: Design & Scoping (which posts feasibility analysis, technical designs, impact assessments, and epic breakdowns directly into Jira and Linear tickets), Grounded Coding (which delivers one-shot production-ready code via MCP into Cursor, Claude Code, and Codex), and the AI Code Review Agent (which performs pull request reviews with cross-repo impact analysis in GitHub, GitLab, and Bitbucket). Pricing is per-seat subscription with a free tier for teams up to 5 engineers, Team at $12/seat/month, Professional at $20/seat/month, and custom Enterprise plans with on-prem deployment.
Product overview
Bito is an AI development platform providing a context layer for autonomous development. The core product is AI Architect, which builds a living knowledge graph from code, commits, issues, docs, and observability data. This knowledge graph powers three integrated surfaces: Design & Scoping (for feasibility analysis and technical design in Jira/Linear), Grounded Coding (for production-ready code generation via MCP in Cursor/Claude Code/Codex), and AI Code Review Agent (for PR reviews across GitHub/GitLab/Bitbucket). The platform also includes a Slack Agent for conversational access, IDE extensions for VS Code and JetBrains, a CLI tool, and a web UI. All surfaces share the same knowledge graph, ensuring consistent system context from spec to pull request. The platform integrates with Anthropic Claude models (Opus 4.6, Sonnet 4.5, Opus 4.7) and is SOC 2 Type II certified with support for both cloud and on-prem deployment.
Differentiator
Problem solved
Functional benefit
Brands
- AI Architect: Context engine that builds a knowledge graph from code, commits, issues, and docs to provide system-level context for autonomous development.
- AI Code Review Agent
Products and services
- AI Architect Context layer for autonomous software development that builds a living knowledge graph from code, commits, Jira and Linear issues, Confluence docs, and observability data, mapping services, APIs, dependencies, and architectural patterns across all repositories. Powers technical design, grounded coding, and AI code review for enterprise and individual engineering teams.
- AI Code Review Agent AI-powered pull request review and cross-repo impact analysis product that catches bugs and downstream risk before they reach production, available natively inside GitHub, GitLab, and Bitbucket for paid plans.
- Design & Scoping Technical design and scoping module that performs feasibility analysis, drafts technical design documents grounded in service topology, maps impact across services and dependencies, and breaks epics into Jira-ready stories with effort estimates, posting output into Jira and Linear tickets.
- Grounded Coding Code generation product that delivers one-shot production-ready code grounded in a customer's actual service patterns, APIs, and dependencies across all repositories, available via MCP inside Cursor, Claude Code, and Codex.
- Bito AI Coding Assistant Platform Original AI-powered coding assistant platform offering AI developer assistance through IDE integrations, with a free tier for teams up to 5 engineers and Team and Professional paid plans per seat.
Quantifiable outcome
- 35% relative improvement in task success rate on SWE-Bench Pro with AI Architect context layer (51.9% to 70.1% on Claude Opus 4.6)
- +9 more outcomes
Companies that use Bito
Customer profileNamed customers7 records
Segments3 records
Ideal customer profiles2 records
Bito technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration20 records
AI capability7 records
Feature9 records
Bito partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- The Context LabcoreConducted independent third-party evaluation of Bito's AI Architect on SWE-Bench Pro benchmark. Measured performance across five largest repositories in the benchmark.
Scale indicators10 records
Recent moves6 records
Expansion highlights6 records
Bito competitors and assessment
Company assessmentDirect peers
- Sourcegraph: Sourcegraph provides code intelligence, cross-repo search, and AI coding (Cody/Amp) for enterprise engineering teams. It is the most direct competitor to Bito's knowledge-graph approach, also mapping codebases and serving context to AI agents, and is explicitly named in Bito's competitive comparison pages.
- Augment Code: Augment Code is an enterprise AI coding assistant that builds codebase-aware context for code generation and review, targeting similar large engineering organizations. It competes head-on with Bito in the AI coding agent enablement category and is also listed in Bito's competitive content.
- Greptile: Greptile is an AI code review agent that builds a deep understanding of a codebase to review pull requests, closely overlapping with Bito's AI Code Review Agent product. Both target the same PR-review workflow inside GitHub/GitLab with codebase-aware reasoning.
- CodeRabbit: CodeRabbit provides AI-powered pull request reviews integrated into GitHub and GitLab, with context-aware feedback on diffs. It directly competes with Bito's AI Code Review Agent for the same enterprise developer-tooling budget.
- Tabnine: Tabnine is an AI code completion and chat assistant focused on enterprise code privacy, supporting on-prem and self-hosted deployments. It overlaps with Bito on enterprise AI developer tooling, IDE extensions, and privacy/compliance positioning, and is named in Bito's comparison pages.
- Codeium: Codeium (now part of Windsurf) provides AI code completion, chat, and enterprise search across codebases. It overlaps with Bito's developer-tooling scope, especially around code-aware AI assistance for enterprise engineering teams.
- Codacy: Codacy is a code quality and automated code review platform used by enterprise engineering teams. It competes with Bito's AI Code Review Agent on the same PR-review workflow and enterprise developer-tooling budgets.
Emerging players
- Anysphere (Cursor): Cursor is the leading AI-native IDE built on VS Code and a major consumer of Bito's MCP context layer. While currently a partner/integrator (Bito grounds Cursor's code generation), Cursor could add native codebase-context features that compete directly with Bito's AI Architect.
Broad incumbents
- GitHub Copilot: GitHub Copilot is the incumbent AI coding assistant integrated across the GitHub ecosystem with massive distribution and resources. It is both a potential partner (Bito grounds Copilot via MCP) and a broad competitor that could ship comparable knowledge-graph features at scale.
Others
- Snyk: Snyk is a developer security platform with code analysis, SAST, and dependency scanning embedded in developer workflows. It is adjacent rather than directly competitive, but increasingly overlaps with Bito's code review positioning as security reviews become part of AI-assisted PR analysis.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Bito social profiles
Digital presenceBito compliance and trust
Trust signalCompliance1 record
Bito financial estimates
Financial estimateRevenue estimate
Valuation estimate
Bito leadership team
Management profileNumber of profiles
Profiles5 records
Bito funding detail
Funding detailFunding overview
Funding rounds3 records
Investors8 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Bito M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Bito
What does Bito do?
Bito sells an AI software development platform whose core is AI Architect, a context layer that builds a living knowledge graph from a customer's code, commits, issue trackers, documentation, and observability data. This knowledge graph powers three integrated products: Design & Scoping (which posts feasibility analysis, technical designs, impact assessments, and epic breakdowns directly into Jira and Linear tickets), Grounded Coding (which delivers one-shot production-ready code via MCP into Cursor, Claude Code, and Codex), and the AI Code Review Agent (which performs pull request reviews with cross-repo impact analysis in GitHub, GitLab, and Bitbucket). Pricing is per-seat subscription with a free tier for teams up to 5 engineers, Team at $12/seat/month, Professional at $20/seat/month, and custom Enterprise plans with on-prem deployment.
Is Bito a public or private company?
Bito is a private company. It is classified as venture growth investor backed and is currently operating.
When was Bito founded?
Bito was founded in 2023. It employs 51 to 100 people.
Where is Bito based?
Bito is headquartered in Menlo Park, United States, in the North America region.
How does Bito make money?
One revenue line is on record: saaS Subscription - Per Seat.
Who are Bito's main competitors?
Direct peers on record are Sourcegraph, Augment Code, Greptile, CodeRabbit, Tabnine, Codeium and Codacy. Anysphere (Cursor) is listed as an emerging player. GitHub Copilot is listed as a broad incumbent. Snyk is listed as an others.
Does Bito have an API?
Yes. Bito offers an MCP (Model Context Protocol) server that exposes its AI Architect knowledge graph to coding agents. The MCP server enables context retrieval for Cursor, Claude Code, Codex, Windsurf, GitHub Copilot, JetBrains AI Assistant, Claude Desktop, Claude.ai Web, ChatGPT, and other MCP-compatible agents. Additionally, Bito provides a public API for its status page (subscribe/email, subscribe/slack, subscribe/microsoft-teams, subscribe/discord, subscribe/webhook, public-api endpoints).
What industry is Bito in?
Bito's product category is AI Developer Tools. Its primary akta.pro industry code is HDAEANAJ, AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs), with a secondary code of HDAAAMAJ, Documentation & Reporting Automation (Model Cards, Datasheets, Impact Assessments). Its NAICS code is 5132 and its SIC code is 7372.