Future-Proof
Technology & Talent.

Designed and shipped an AI workflow that automates invoice validation, compliance checks, and 3-way matching, now running in production. Accuracy moved from just over 60% to 98.9%, not by swapping in a bigger model but by diagnosing the recurring error patterns behind the failures and engineering targeted filters against them. Results were validated on a 2,000-invoice set deliberately weighted with 400+ negative samples (~20% of cases), so the number reflects behaviour on the hard documents, not just the clean ones.