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Entelligence

Entelligence combines AI code review that learns from your team's mistakes with a model router and agent insights, building a unified memory of sessions, PRs, deploys and incidents.

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Introduction

Entelligence describes itself as a cost and quality optimisation engine for engineering agents, putting AI code review and model routing on one engine and one memory. Its reviewer learns from every mistake your team has made, aiming for bugs that never repeat.

A world model files sessions, PRs, deploys and incidents into one graph so context accumulates. The model router picks, per turn, the cheapest model that clears your quality floor and escalates only when needed, and Agent Insights attributes every coding agent session to its outcome. A newer tool, agentplay, replays coding-agent sessions.

A sensible rollout for any AI reviewer is to enable it on two or three active repositories, ask the developers who receive its comments to rate them for a fortnight, and only then widen it. Track how many comments lead to a code change: that ratio says more about value than any benchmark chart.

Features

  1. Learning reviewer: Avoids repeated mistakes.
  2. Model router: Per-turn cost optimisation.
  3. Agent Insights: Session-to-outcome attribution (Enterprise).
  4. Unified memory: Graph of engineering events.
  5. agentplay: Replay agent sessions.

Pros

  1. Cost focus: Built-in routing reduces spend.

Cons

  1. Price: Plans start at $750 a month.
  2. Insights on Enterprise only: Not in Startup or Scale.
  1. Install the CLI and sign in.
  2. Enable code review on a repository.
  3. Turn on routing and compare model spend.

Resources:

Pricing

Entelligence plans are based on team size and review volume: $750 a month with 300 reviews and $2,500 a month with 1,000 reviews ($1 per review after), plus Enterprise. Agent Insights is Enterprise-only.

  1. Teams spending heavily on coding agents.

Conclusion

Entelligence pairs review with cost control for agent-heavy teams.

Smaller teams may find the entry price high.

On CheckOps, Entelligence is filed under the Release & CI gates stage. Related tools listed here include CodeRabbit, Greptile, GitHub Copilot code review, PR-Agent, Sourcery and Codacy. Before standardising on one, compare recent maintenance activity, the pricing model as your usage grows, and the integrations you rely on today. Information on this page was verified against the official website, documentation and repository on 11 November 2026.

Alternatives

Other tools on CheckOps that cover similar ground. Open a page, or compare one with Entelligence side by side.