Glass-box AI review for legal, law-enforcement, and compliance workflows.
Pearl Labs builds high-trust AI/RAG systems for legal, law-enforcement, compliance, and investigative teams that need cited, reviewable outputs.
Need a scoped answer fast? Start with Request a Brief.
Is this the right fit?
When the output can affect a case, a report, or a high-stakes decision, citations and provenance are not optional.
Best fit for legal, investigative, compliance, and report-review teams evaluating source-grounded AI workflows.
Start with your workflow
Tell us who will use the system, what slows them down today, and which outcome matters most. We use that context to define the scope.
Where the current workflow falls short.
Reviewing long reports takes too long.
Generic AI tools are not trustworthy enough.
Outputs need citations and reviewable provenance.
What we can build.
- Source-grounded AI review flows
- Cited summaries and extracted findings
- Human-review interfaces with provenance
Our approach.
- Glass-box approach
- Operational review focus
- Designed for high-trust decision environments
Relevant work
Glassbox Review.
Pricing guidance
Pricing depends on the workflow depth and system type. Most buyers start with a 48-Hour Brief to define the right path before implementation.
How Pearl Labs approaches this.
- Clarify the operating context.
- Identify the highest-friction workflow.
- Match the right service path.
- Scope around the real bottleneck.
Define a useful outcome.
A clear starting point includes the people who will use the system, the tools and data already in place, and the decision or task it needs to support.
Bring your constraints, timeline, and priorities. We can work through the tradeoffs together.
Related work and next steps.
Common questions.
Do you replace human review?
No. The system is designed to support review, reduce time, and preserve oversight.
Discuss your project.
Tell us what your team needs to accomplish, what is getting in the way, and when you need a solution.