Document intelligence insights

Articles on AI architecture, regulated workflows, and the practical realities of deploying document AI in real organizations.

AI Architecture

Why Document AI Needs Anti-Hallucination Architecture

Most document AI tools return plausible-sounding answers. Some are even right. Here's why "plausibility" isn't good enough for legal, healthcare, or compliance work — and what to demand instead.

Apr 15, 20267 min

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Product

Why Domain Packs Beat General-Purpose AI for Document Work

Generic LLMs are impressive demos but disappointing in production. Here's why purpose-built domain configurations win for legal, healthcare, insurance, and other industries with specialized vocabulary.

Apr 10, 20268 min

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Compliance

The GDPR Compliance Checklist for Document AI Platforms

Picking a document AI vendor in the EU? Here's the GDPR checklist your procurement and DPO will actually run — and what answers should look like.

Apr 5, 20269 min

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