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What is Review?

Review is SenseLab AI Agent engine for engineering teams that need to understand what AI is putting into their codebase before it ships. It adds AI-aware pull request analysis, risk scoring, and AIBOM generation on top of AI Lineage — giving engineering managers the full picture at every merge. Where AI Lineage tells you what happened, Review tells you what’s about to happen — and whether you should be worried.
Review builds on top of AI Lineage. You get everything in the free plan, plus PR-level intelligence.

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The problem it solves

Code review was designed for humans reviewing human-written code. When AI writes the code, the dynamics break down:
  • Developers are approving PRs that they can’t fully explain
  • Risk is invisible — there’s no signal about which PRs carry the most exposure
  • Nobody knows which packages and dependencies the AI silently added
  • AIBOM generation happens after an incident, not before a merge
  • There’s no connection between what’s in the PR and what it will do in production
Review closes these gaps before the merge button is clicked.

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What you get

AI-Aware PR Review

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Every pull request gets an automated review that surfaces what the model wrote, what the human wrote, which tests were added, and the risks the PR carries — so reviewers can make an informed decision.

Risk Scoring

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Each PR receives a risk score based on three dimensions: blast radius (how much of the codebase it touches), AI contribution rate (how much was AI-generated), and incident history (whether similar code has caused problems before).

Dependency Surfacing

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Surfaces every package and dependency the AI silently added — including transitive dependencies that often go unnoticed in review. Nothing ships without your team knowing what’s in it.

AIBOM at Review Time

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AI Bills of Materials are generated at review time — before merge, not after the incident. When an auditor or enterprise customer asks what was in a release, the answer already exists.

AI Provenance

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Every line in the PR is attributed — which model wrote it, which developer was in the session, and when. Full traceability from prompt to production.

PR-to-Release Connection

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PRs don’t live in isolation. Review connects each pull request to its downstream release, deployment, and runtime impact — so the context follows the code all the way to production.

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How it works

1

A developer opens a PR

As soon as a pull request is opened, SenseLab begins analyzing it — attributing lines to models and developers, scanning dependencies, and computing the risk score.
2

Review surfaces the risk

Reviewers see an AI-generated summary of what changed, who or what wrote it, which packages were added, the risk score, and proposed changes, if any — directly in the PR context.
3

AIBOM is generated

At review time, SenseLab generates an AIBOM for the PR. This becomes part of the evidence pack that follows the code through to release.
4

PR is linked to the release

Once merged, the PR is permanently linked to its release, deployment, approval, and comment history, as well as any subsequent production events. If something breaks, the trace goes all the way back.

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Why it matters

For engineering managers

  • Stop rubber-stamping PRs
  • Get a risk signal on every merge
  • Know which PRs deserve deep review and which are low risk — without reading every line of AI-generated code yourself.

For security teams

  • Catch risky dependencies before they merge.
  • Get AIBOM coverage at review time, not after an incident.
  • Build a continuous record of what AI introduced into your codebase.

For compliance

  • When an auditor asks, “What was in release 3.1.2 and who approved it?” — you have the answer.
  • AIBOM, provenance, and approval records are generated automatically at every review.

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Pricing

$29 / user / month Includes everything in AI Lineage (free), plus:
  • AI-aware PR review
  • Risk scoring (blast radius, AI contribution rate, incident history)
  • Dependency and package surfacing
  • AIBOM generation at review time
  • AI provenance per line
  • Full PR-to-release connection
  • Team-level analytics

Get started with Review

Start a free trial — no credit card required.
Need SBOM + AIBOM generation at release time, deployment correlation, and full audit trail export? Step up to the Release plan.