Finance

Private AI for credit operations

Six times faster credit file review with a full audit trail

EnterpriseManual file reviewAnthropic

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Faster file review

0%

Decision audit coverage

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Data leaving the boundary

Context

The situation we walked into.

Credit analysts spent days assembling summaries from scattered documents, and the risk function blocked any use of public AI services.

Approach

  1. 01

    Deployed private model endpoints inside the client cloud boundary

  2. 02

    Built retrieval with role-aware access so analysts saw only permitted files

  3. 03

    Added citation, refusal and human approval behaviour

  4. 04

    Established an evaluation set reviewed by senior underwriters

Result

What changed for the business.

Review cycle time dropped from days to hours with every generated summary traceable to source documents.

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