# Entelligence AI — Cost and quality optimization engine for engineering agents

> Entelligence is an AI code review and engineering intelligence platform that checks PRs against past incidents and routes agent work to the cheapest model.

Source: https://entelligence.ai

Entelligence AI is an AI code review and engineering intelligence platform for teams shipping with coding agents.

AI code review and model routing on one engine, one memory. The most efficient model, every session. Bugs that never repeat.

## Products

- [Entelligence Code Review](https://entelligence.ai/code-review): Entelligence Code Review checks every diff against your codebase, standards, and resolved incidents, citing exact precedent so the same class of bug never ships twice.
- [Ask Ellie](https://entelligence.ai/ask-ellie): Ask Ellie is an AI engineering assistant that answers questions about your codebase, releases, and production signals in one place.
- [Ellie CLI](https://entelligence.ai/cli): Ellie is the Entelligence CLI: one binary next to Claude Code, Codex, Cursor and Kiro that reviews the working copy before you push, shows where agent tokens went, and answers for incidents, security findings and repo docs. Coding agents can run it too.
- [Entelligence Agent Insights](https://entelligence.ai/agent-insights): Entelligence Agent Insights connects AI usage, budget, and engineering outcomes so teams can see where spend goes and what it actually ships.
- [Entelligence Documentation](https://entelligence.ai/documentation): Entelligence Documentation indexes repos, incidents, and coding sessions to auto-generate architecture docs, runbooks, error patterns, and skill insights that stay current with every ship.
- [Entelligence Security Dashboard](https://entelligence.ai/security-dashboard): Entelligence Security Dashboard surfaces context-aware code security findings so teams prioritize real risk, not alert noise.
- [Entelligence Model Router](https://entelligence.ai/model-router): Entelligence Model Router is an on-box classifier that analyzes each coding-agent request and routes it to the right model by quality, latency, and cost in under 50ms.
- [agentplay](https://entelligence.ai/agentplay): agentplay is an open-source CLI that replays coding-agent sessions from local logs as a map and a timeline, and finds recurring problems across sessions.

## Evidence

- [2026 AI Code Review Benchmark](https://entelligence.ai/code-review-benchmark-2026): #1 Entelligence (F1 47.2%), #2 Codex (F1 45.4%), #3 Claude (F1 42.8%) on 5 open-source repositories.
- Head-to-head comparisons: [Compare Entelligence](https://entelligence.ai/vs).
- Customer case studies: [Case studies](https://entelligence.ai/case-study).

## Start

- Plans and prices: [Pricing](https://entelligence.ai/pricing).
- Start for free: https://app.entelligence.ai/
- Docs: https://docs.entelligence.ai/
- Site index for AI assistants: https://entelligence.ai/llms.txt