
Document intelligence and extraction
Turn unstructured documents - contracts, invoices, statements, forms, correspondence - into structured, validated, audit-traceable data that downstream systems can trust.
Explore this use caseLong-form practitioner pages for two named sub-sectors. Heavier on regulation, vendor stack and KPIs than the general use-case briefs below.
Negotiated wordings, delegated authority and treaty layers. Clause-attribution architecture for a Lloyd's syndicate or company-market carrier.
Phased 2026 and 2027 compliance, four FHIR APIs, the 7-day standard, Section 1557 fairness. The operating model for an MA payer.

Turn unstructured documents - contracts, invoices, statements, forms, correspondence - into structured, validated, audit-traceable data that downstream systems can trust.
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Give support agents a grounded copilot that drafts responses from your own knowledge base, with citations, so customers get faster and more consistent answers.
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Compress claims cycle time by automating intake, triage and evidence assembly, while keeping a licensed adjuster on every decision that affects a policyholder.
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Cut the administrative burden of prior authorisation by assembling clinical evidence and drafting submissions, with a licensed clinician owning every adverse determination.
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Replace spreadsheet-and-gut forecasting with a measured, monitored forecasting capability that planners trust and that improves working capital.
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Make a contract portfolio searchable, comparable and answerable - obligations, renewals, risk clauses and exposure - with every answer traceable to the clause.
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Let employees ask questions of the organisation's own knowledge - policies, procedures, documentation - and get cited, access-aware answers in seconds.
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Surface genuine fraud and risk signals while cutting false positives, with every alert explainable to an investigator and a regulator.
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