Document intelligence insights

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

AI Architecture

Why Document AI Needs Citation Validation and Verification Passes

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.

15 Apr 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 specialised vocabulary.

10 Apr 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.

5 Apr 20269 min

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