Agentic Oversight
Your expertise, encoded. Everywhere you ship.
Lightspeed assembles purpose-built councils of AI specialists that review every pull request, deployment, and migration automatically. Expert oversight that runs at the speed of your team, not against it.
Stage 1 / The Signal
A change enters the system. A pull request. A deployment manifest. A schema migration. The platform sees the intent and the impact.
Stage 2 / The Secretary
The Secretary evaluates the change against every registered specialist's activation triggers, then assembles a purpose-built council.
Stage 3 / The Council
Each agent works in its own container. One red-lines the code against its knowledge base. One spins up infrastructure and executes. One cross-references policy.
Domain Specialist
vault-core patterns
Security Reviewer
OWASP / PCI-DSS
Knowledge Specialist
TM Engineering KB
Stage 4 / The Verdict
Findings are compiled, severity-rated, and posted back. The agents remember. Tag one in a comment and it picks up where it left off.
Voice of Business
executive synthesis
The Platform
Each specialist runs in an isolated environment with its own knowledge base, tools, and execution capabilities. They can read code, run builds, spin up test infrastructure, and validate behavior.
Build your council in Studio, test it on a real PR, then export a CI pipeline to commit to your repo. The same agents run in your pipeline as in the web app.
Tag an agent in a PR comment and it picks up where it left off. Full conversational memory across runs. Refine findings, address feedback, continue the discussion.
Beyond Code Reviews
The same architecture that reviews pull requests can oversee any engineering decision.
Domain, security, and business alignment review on every pull request
Risk assessment against runbooks and change management policies before release
Schema changes reviewed for backward compatibility, performance, and data integrity
Infrastructure changes validated against SOC 2, PCI-DSS, and internal policies
Design your council in Studio. Test it on a real pull request. Export the pipeline. From that point on, every PR, every deployment, every migration gets the same rigorous oversight.