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What is Release?

Release is SenseLab’s AI Agent engine for teams that need a complete, auditable record of what AI wrote and what shipped — from the moment code merges to the moment something breaks in production. It covers the part of the SDLC that no other tool touches: the gap between merge and incident. Deployment health, runtime impact, compliance exports, and a feedback loop that makes every future review smarter.
Release builds on top of AI Lineage and Review. You get everything in both plans, plus full release-time and runtime intelligence.

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The problem it solves

Most teams have no visibility into what happens after code merges:
  • No connection between what shipped and what’s happening in production
  • When something breaks, there’s no trail back to the source
  • SBOM and AIBOM generation is manual, slow, or nonexistent
  • Compliance evidence packs have to be assembled by hand under pressure
  • Problems in production never feed back into the next review cycle
Release closes the loop — automatically, at every deployment.

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What you get

SBOM + AIBOM Generation

Automated generation of Software and AI Bills of Materials at every release. Every dependency, every AI-generated component, every model that contributed — captured automatically, not scrambled together after the fact.

Deployment Correlation

Every deployment is linked to the PRs, commits, and AI sessions that produced it. You can always answer “what’s in this deployment?” — and trace any issue back to its source.

Health Monitoring

Deployment health is tracked from the moment it ships. SenseLab monitors for anomalies and surfaces issues in the context of the code that caused them — not just as generic alerts.

Production Impact Tracking

When something breaks in production, SenseLab traces it back to the exact AI-generated line, the PR it came from, the model that wrote it, and the developer who approved it. No more four-hour incident calls with nothing to show.

Evidence Pack

A complete, exportable evidence pack for every release — AIBOM, SBOM, deployment record, approval history, and runtime events. Ready for auditors, enterprise customers, and legal teams on demand.

Feedback Loop

Production problems don’t just get resolved — they feed back into Review. The same AI-introduced issue won’t slip through twice. Every incident makes the next review smarter.

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The full trust layer

Release completes SenseLab’s merge-to-incident lineage layer. Here’s how it all connects:
StageWhat SenseLab tracks
Local DevAI session, model, files touched, lines written
Pull RequestRisk score, AI provenance, AIBOM, dependency scan
Build & ArtifactEvidence bound to the artifact
DeployDeployment correlated to PRs and AI sessions
RuntimeHealth monitored, impact traced
EvidenceFull pack assembled automatically
FeedbackIncidents feed back into the next review

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Agents

Release includes access to SenseLab’s autonomous agents that run across your SDLC to surface risks, generate compliance artifacts, and close the feedback loop without manual intervention.

Deployment Timeline Agent

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Monitors every deployment in real time, tracks health checks, and surfaces anomalies with full context — linked to the code, PR, and AI session that introduced the change.

Dependency Network Agent

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Builds and maintains a live dependency graph across your repos. Surfaces new dependencies introduced by AI, flags risky packages, and tracks changes across releases.

Compliance Agent

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Automatically generates SBOM and AIBOM at every release. Packages the full evidence record and exports it in compliance-ready formats — on schedule or on demand.

Impact & Feedback Agent

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When a production incident occurs, this agent traces it back to the source — the AI-generated line, the PR, the model, the approver — and feeds that context back into future reviews.

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Agent History & Audit Trail

Every agent run is logged in full. You can see exactly what each agent did, when it ran, which files it analyzed, and what it found — giving you a complete audit trail of automated actions alongside your human-driven ones.

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Why it matters

For production incidents

  • Stop spending four hours on a call with nothing to trace.
  • When something breaks, Release gives you the exact AI-generated line, PR, model, and approver — in seconds.

For enterprise customers

  • When a customer asks for an AIBOM, you have it.
  • When they ask what AI contributed to a release, you know. SenseLab makes you the vendor that has answers.

For auditors & legal

  • “What dependencies shipped in release 3.1.2 and who approved them?”
  • “Which parts of our codebase were generated by AI?”
  • Release means you always have the answer — not nothing.

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Pricing

$149 / month Includes everything in AI Lineage and Review, plus:
  • SBOM + AIBOM generation at every release
  • Deployment correlation
  • Health monitoring
  • Production impact tracking
  • Evidence Pack (exportable, compliance-ready)
  • Feedback loop into Review
  • Full AI Agents suite
  • Agent History & Audit Trail

Get started with Release

Start a free trial — no credit card required.
Not ready for Release yet? Start with AI Lineage for free, or try Review at $29/user/month to get PR-level intelligence first.