Case studies

Case studies in production.

Projects useful in daily operations: less friction, more reliability, more capacity for your teams.

GRAPH RAG · COMPLIANCE

Compliance assistant for an investment fund

−74% legal research time

Analysts get a sourced answer in less than 2 minutes, without mobilising several teams.

RAG · Finance

Graph RAGAzure OpenAISensitive data
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ML CLASSIFICATION · CITIZEN SERVICE

Automated mail triage for a public administration

−38% processing time on incoming requests

Agents handle the priority cases faster, with significantly fewer routing errors along the way.

ML · Public sector

ClassificationMLOpsHuman-in-the-loop
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MCP AGENTS · ACCOUNTING FIRM

ERP + DMS automation for an accounting firm

−12h/week of manual tasks

Accountants focus on client advisory instead of re-keying data.

Agents · SME

MCP ServersERP IntegrationAutomation
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INSURANCE · CLAIMS HANDLING

Claim pre-analysis for a regional insurer

−29% processing time per file

Handlers receive a pre-structured file and can decide faster.

Agents · Finance

Document AIWorkflow AgentsClaims
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INDUSTRY · QUALITY

Non-conformity analysis for an industrial site

−46% time spent analysing quality incidents

The quality lead identifies recurring causes faster and acts before escalation.

ML · SME

ML ClassificationRoot-cause analysisOperations
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