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Technical writing on production AI systems — finance operations, and other domains where a wrong answer costs real money.

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3 October 20267 min read

How we achieve 99% AP automation without professional services

A technical account of how confidence gating, write-back loops, and hybrid retrieval produce a self-improving invoice coding system — without ongoing configuration or PS engagement.