StartupSeed
Entelligence AI
Model routing, code review and cost insights for engineering agents.
Entelligence builds an engineering 'world model' with products on top: a Model Router that sends each turn to the cheapest model meeting a set quality floor and escalates to frontier models only when needed; Code Review that indexes the codebase and past incidents and runs parallel security, performance and precedent passes on PRs; and Agent Insights that records agent sessions and reports cost per session, retry rate and token waste. A CLI sits in front of Claude Code, Codex and Cursor, with MCP plugins. Founded by Aiswarya Sankar; raised $5M co-led by Mayfield and Correlation Ventures.
Pros & cons
Each point cites its sources and says what kind of evidence backs it. A second reviewer tried to refute every claim before it was kept.
Pros
- DocsCombines PR review with a per-turn model router (each session starts on the cheapest model that meets your quality floor) and per-session cost insights.[1]
- DocsIts CLI routes Claude Code, Codex and Cursor through Entelligence, so it works with tools teams already use.[1]
- DocsLists SOC 2 Type II and GDPR, says it does not train on customer code, and supports self-hosted and bring-your-own-key deployments.[1]
- User reportsMindsDB says it uses it, both on HN and in a case study on Entelligence's site.[1][2]
Cons
- DocsThe savings figures (53-75% in its charts) are Entelligence's own; its public code_review_evals repo has had no pushes since August 2025.[1][2]
- DocsExpensive to start: paid plans begin at $750/month for teams of up to 15 engineers (300 reviews), and the Model Router, Agent Insights and self-hosting appear only on the Enterprise plan.[1]
- MetadataIts positioning keeps shifting: the 2025 Show HN launched docs and code reviews, and the site now leads with agent cost optimisation.[1][2]
- DocsIts latest SOC 2 status is available only on request.[1]
- Best for
- Engineering teams spending heavily on coding agents that want review, routing and cost visibility in one vendor.
- Watch out for
- Routing is Enterprise-only, so test its quality floor on your own repos before trusting the advertised savings.
Assessed Oct 29, 2026 · adversarially reviewedSuggest a correction
People
Founder & CEO
Comparisons & reviews
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Connections
Relations from the Harness Hub knowledge graph, as charted in the State of Harness reports.
Built on · 3
- Claude CodeProject
- CodexProject
- Model Context ProtocolProject
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Sources
Verified Oct 29, 2026