Raycaster
Customers find us for real work. Labs buy the evidence that work creates.
Practitioners use Raycaster on drug-development documents and other high-stakes files. That usage becomes evaluation data, environments, and benchmarks we sell to model labs and agent companies.
Find
Practitioners discover Raycaster for CMC, quality, LIMS, and drug-development document work.
Use
Teams run Workspace on files of record—reviewable edits, citations, and acceptance conditions.
Transform
Qualified work becomes evaluation records that labs and agent companies can buy.
For practitioners
Get found. Get used.
Product pages are the top of the funnel. If customers cannot find Raycaster for the work they already do, the data business starves.
Life sciences
Drug development, CMC, QMS/EDMS, quality, and LIMS-linked documents.
Healthcare & legal
Policy packets, contracts, diligence, and other high-stakes document workflows.
Energy & EPC
Submittals, specs, and project documents where review has to land in the file.
For experts & fellows
Judgment makes the data real.
Fellows and domain experts turn professional work into tasks, rubrics, and verdicts—so evaluation records hold up outside the chat demo.
AI Fellows
Practitioners who use Raycaster on real work and help define submission-grade judgment.
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.
For labs & agent companies
Buy the transformed work.
The same harness that helps practitioners finish documents produces evaluation records: tasks, environments, trajectories, artifacts, graders, and verdicts.
Evaluation data
Tasks, rubrics, and trajectories from real professional work—usable for training and gates.
Evaluations
Measure agents on finished artifacts, not chat demos.
Published runs
Inspect what already worked on public benchmarks and traces.
Need a private dataset, holdout, or evaluation program from a regulated workflow?
Talk to Raycaster