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Document & Knowledge Intelligence for Large Regulated Estates.

Agents that read, extract, and synthesise across large document estates, with source-grounded retrieval and traceable citations on every output.

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What this horizontal solves

From a Recurring Problem to a Governed Agent

Each service is a repeatable production pattern, scoped, governed, and operated to production standards, not a bespoke experiment.
The problem

Critical knowledge is trapped in documents, contracts, PDFs, clinical records, and policy repositories.

Our answer

Source-grounded extraction, synthesis, and drafting agents that cite their evidence and keep a reviewer in the loop for high-stakes outputs.

Named use cases

Proven Across Regulated Verticals

Start with one use case, prove a measurable result, then expand within the horizontal without restarting discovery or procurement.

Financial services

Loan-package and prospectus analysis, and policy search.

Healthcare

Clinical documentation, prior-auth drafting, and chart summarization.

Legal & professional

Contract review, discovery support, and precedent retrieval.

Production scope

Governed and Measured From Day One

Every engagement ships with the controls procurement and IT security expect, and a hard before/after number that justifies the production build.
Pilot metric

What we measure first

Review cycle time, extraction accuracy, search success rate, and analyst hours saved.

Governance included

Controls on every build

Human-in-the-loop checkpoints, rollback procedures, audit trails, and CostKatana instrumentation for real-time cost, quality, and ROI visibility.

See the five-rung modelCostKatana governance

Ready to Scope This Horizontal?

Start with a scoped AI readiness assessment. We'll confirm the fit, define the pilot metric, and map the systems to connect.

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