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Turn your hardest enterprise data into low-token AI context

Unlock unstructured, non-machine-readable data at source. Confidios enriches raw data with business context to give your AI structured, auditable records, entirely inside your environment.

Try our Context Engine

50-60% fewer ingestion tokens ~15% higher precision Upfront risk and omission detection Fully sovereign

HOW IT WORKS

Generate fast AI context without moving your data

Confidios inspects enterprise data where it resides, generating a lightweight, machine-readable sidecar optimised for high-speed, low-token AI queries.

01. Extract

Cut 50-60% token overhead

Ingest metadata at the source into an ISO-aligned schema. By eliminating layout noise, page breaks, and line wraps, your AI gets raw semantic value while cutting ingestion token costs in half.

02. Verify

Deterministic omission detection

Run sequential guardrails to test file authenticity and completeness. Schema validation immediately flags document truncation or missing data upfront, rather than relying on mid-sentence AI guesswork.

See Confidios Context Engine →

03. Enrich

~15% higher structural accuracy

Apply targeted Context Modules to extract high-value business logic across your data estate, isolating pre-cleaned formulas and critical clause dependencies into lightweight, low-token, queryable context.

CONTEXT MODULES

Domain-specific logic for high-stakes decisions

A single contract carries different weight for a legal team than for finance. Context Modules apply targeted business logic to your data, surfacing precisely what matters for mission-critical workflows, connecting dependencies, and filtering out token noise.

See how it works

Claims Intelligence

Are the files in the claim genuine?

Contract Intelligence

What obligations do the contracts create?

  • provenance

  • integrity

  • evidence

  • parties

  • dates

  • dependencies

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Insurance

Find out if the files in the claim are genuine and enrich your claims data to better inform your actuarial process.

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Financial Services

Enable loan application verification and secure compliance auditing within strict air-gapped environments.

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Real Estate

Instantly structure large portfolios of commercial leases and property records to surface key contract obligations and facilitate efficient due diligence.

Industries

Confidios is built for high-stakes industries

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Stop paying your AI to decode page layouts

Get up to 60% lower token spend, 15% higher structural precision, and deterministic risk detection, entirely inside your secure environment.

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FAQ

Questions enterprise teams ask

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