Raycaster
Put your data to work on the use cases that matter.
Raycaster helps teams run high-stakes document workflows—with cited findings, human review, and certainty you can defend and improve.
Your data
Files, packets, and standards become usable context in the workflows that already matter.
Your use cases
Contract review, diligence, energy packages, regulated dossiers—work that ends in a decision.
Certainty & improvement
Measure the system on finished artifacts, then keep improving with evidence you can inspect.
How we help
From your files to a defensible decision.
The product stays in the file of record. Evaluation is how you know the system works—and keeps getting better.
Put your data to work
Files, packets, and standards become usable context—not chat paste detached from the source.
Run the use case
Contract review, diligence, energy packages, regulated dossiers—work that ends in a decision.
Know it works
Measure the system on finished artifacts, then keep improving with inspectable evidence.
Domains
Built around real workflows.
Start with the work you already do. Each domain page shows the use cases, the review loop, and how findings stay attached to the source.
Biopharma
CMC, quality, clinical, and submission documents kept consistent as the science changes.
Energy & EPC
Submittals, specs, and project documents where review has to land in the file.
Legal
Contracts, diligence packets, and exhibits with cited findings counsel can verify.
Healthcare
Care and operations records reconciled into reviewable risk findings.
Experts & fellows
Judgment makes the work measurable.
Fellows and domain experts turn professional standards into acceptance conditions and review criteria—so systems hold up outside the chat demo.
AI Fellows
Practitioners who help define submission-grade judgment on real work.
Campus Fellows
Students in regulatory, quality, and technical programs building AI-native practice.
Experts & partners
Contribute tasks, rubrics, and adjudication—or bring a firm-scale workflow.
Have a high-stakes document workflow you need to run with certainty?
Talk to Raycaster