Security review that arrives with proof.
Spotlight is an AI application security engineer. It reviews code, reproduces high-severity findings, proposes tested fixes, and leaves every decision ready to audit.
Become a design partnerOne name on the audit log. Four agents in the delivery chain.
AI-assisted delivery compresses the path from prompt to production. Traditional audit trails rarely show which agents wrote, reviewed, or changed the code along the way.
Context, threat models, and adversarial testing.
Context.
The hardest vulnerabilities emerge from how permissions, data, and business logic compose. They cannot be understood from a rule match alone.
Threat models.
Each review starts with an explicit view of attacker goals, entry points, trust boundaries, and potential blast radius.
Simulation at scale.
Bounded agents test competing attack paths in parallel, then compare results before a finding is promoted.
Not another scanner. A security engineer.
A scanner flags patterns. Spotlight follows a finding through investigation, reproduction, remediation, and human sign-off.
- A list of alerts
- Findings without application context
- False positives to triage
- A backlog you still have to work
- Verified findings, reproduced
- A written attack path
- A tested fix and a pull request
- A decision trail you can defend to an auditor
The Consensus Kernel.
Independent agents investigate the same risk from different angles. The Consensus Kernel weighs their evidence, surfaces disagreement, and decides whether a finding has cleared the verification threshold.
Continuous review. Reproducible evidence.
Spotlight reviews authorized code on a schedule you control. High-severity findings are reproduced in an isolated sandbox and evaluated by the Consensus Kernel before they are marked confirmed. It then proposes a fix and requests human approval.
One engineer now. A shared protocol for what comes next.
Spotlight is the first specialist. Future capabilities will use the same verification, provenance, and human-approval protocol.
Finds, verifies, and fixes code vulnerabilities.
Maps where each exposure lives — all the way to customer impact.
Traces every AI action to a human, with signed proof.
Guards information by meaning, not by filename.
One accountability layer across the security lifecycle.
The roadmap extends one protocol across each stage: evidence for every finding, provenance for every action, and human approval for every consequential change.
From application security to an accountable security function.
Spotlight ships — an AI application-security engineer for authorized repositories.
Exposure management and a security auditor join — across cloud and infrastructure.
A full autonomous security function across code, infrastructure, identity, and data.
Authorized code only. Sandboxed execution. Human approval before any change. An attributable audit trail on every action.
It does the work. And proves it.
Every confirmed finding traces to reproducible evidence. Every consequential action waits for a human. Every decision leaves a record. That is how autonomous security earns trust.
Become a design partner