We help AI teams turn policy wording, claims files and supporting documents into structured training data. Canadian insurance professionals review what models extract, how they interpret the documents and where human review is needed.
Expert training data
Approved policy documents, claim forms, correspondence and supporting records, with model outputs when evaluating an existing system.
- Document and field labels for policies, claims and supporting records.
- Reference extractions linked to the exact source passages.
- Expert summaries and examples of missing, inconsistent or ambiguous information.
Model evaluation
- Extraction accuracy, including names, dates, amounts and policy terms.
- Correct interpretation of coverage wording, exclusions and document context.
- Evidence-backed summaries and appropriate escalation when information is incomplete.
A representative task
Given a claim file and policy wording, extract the key facts, link each fact to its source and identify missing documents. Experts evaluate the extraction and reasoning against a reference answer.
What you receive
Labelled document sets, reference answers, scoring rubrics and error reports for your document-processing models.
Canadian expertise
Canadian insurance, claims and document-review professionals.