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// LOG-156 // AI

Four days of manual data entry, cut to four hours.

The partner client was drowning in manual document handling. They wanted AI in production, under the partner brand. We built it, integrated it, and handed it over.

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// THE CHALLENGE

Production document AI, not another demo.

The client processed insurance claims, endorsements and broker submissions by hand: 23 document types, slow, error-prone, and impossible to scale. The partner had the relationship and the mandate, but no production AI engineering team to deliver it.

// DELIVERY TIMELINE

How it ran.

  1. WK 1-2

    Discovery

    Document types catalogued, accuracy targets set, and a confidence-threshold policy agreed for human review.

  2. WK 3-6

    Pipeline build

    OCR, vision and LLM extraction combined into a production pipeline with confidence scoring and human-in-the-loop review for edge cases.

  3. WK 7-9

    Integrate

    REST and event-driven integration into the client claims workflow, with monitoring of accuracy, throughput and cost per document.

  4. WK 10-11

    Validate and hand over

    Accuracy validated against the manual baseline, retraining triggers set on drift, and the system handed to the partner team.

// OUTCOME

The result the partner kept.

92%
STRAIGHT-THROUGH AUTOMATION
2.1%
ERROR RATE
4 hrs
TURNAROUND, FROM 4 DAYS
70%
LOWER COST PER DOCUMENT
// THE BUILD

What we deployed.

01

Multi-Modal AI Pipeline

OCR, computer vision and LLM extraction across 23 document types, with confidence scoring and human-in-the-loop review for anything below threshold. A production system, not a proof of concept.

02

Production Integration and Monitoring

REST and event-driven integration into the existing claims workflow, with dashboards tracking accuracy, throughput and cost per document, and automated retraining triggers on accuracy drift.

// INCOMING SIGNAL
Every vendor showed us a demo. Belico shipped a system that runs in production at ninety-two percent automation, wearing our brand. Our client thinks we built an AI team overnight.
DIRECTOR OF DIGITAL TRANSFORMATION · EUROPEAN PROFESSIONAL SERVICES PARTNER
// DEPLOY

Tell us what your clients need.

A tri-cloud migration. A 200-site SD-WAN rollout. A security architecture before NIS2 hits. An AI system your client is asking about next quarter. We scope it, staff it, and deliver it under your brand. One conversation tells us if we are the right team.

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