Use cases
Private research knowledge, applied to real lab work
Researcher Center is built first for university labs and research groups that need cited answers from their own documents, not broad public-web responses.
Common lab workflows
University labs
Ask your lab's papers, protocols, theses, notes, and code. Get answers cited to your own evidence, with a clear refusal when support is missing.
Read use caseProtocol Q&A
Answer method, parameter, reagent, and version questions from approved lab protocols and notes, with citations back to the source.
Read use casePhD onboarding
Give new lab members a place to ask about prior work, protocols, project history, and reading context before they interrupt senior researchers.
Read use casePreserving lab memory
Keep decisions, methods, negative results, and lessons learned usable after students graduate and postdocs move on.
Read use caseClaim verification
Before a claim reaches a manuscript, grant, or meeting, trace it back to the lab document that supports it.
Read use caseAdditional research contexts
Private AI for unpublished research
Use AI over sensitive lab material without treating public chatbots as the default destination for unpublished work.
Read use caseLab knowledge base
Turn trusted lab documents into a source-grounded knowledge base your team can ask directly.
Read use caseEngineering research
Ask simulation notes, test reports, design records, and technical memos with answers tied to the exact source.
Read use caseIndustry R&D
Evaluate a private, citation-grounded AI workflow over reports, experiments, technical notes, and design records.
Read use caseStart with one concrete research job
Protocol questions, onboarding, lab memory, and claim verification are strong first pilots because the source evidence is easy to inspect.