AI
Why citations are the most underrated feature in enterprise AI
When a model claims a fact, you should know which document it came from. Here's how we built source-grounding into digiDossier.
May 12, 2026 · 6 min read
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Notes from the field.
Practical writing on AI document management, automation in regulated industries, and how we build trust into every feature.
The end of the manual matter folder
How modern law firms are moving from network drives to AI-classified matter workspaces — without disrupting billing.
Apr 28, 2026 · 8 min read
Auto-detecting missing loan documents at intake
Most underwriting delays come from the same five missing PDFs. We let AI handle the first pass — and saw a 38% drop in cycle time.
Apr 10, 2026 · 5 min read
Audit-ready by default: retention done right
Retention policies should be invisible until you need them. A practical framework for setting them up by document type.
Mar 22, 2026 · 7 min read
What patients actually want from their portal
We talked to 60 patients about their healthcare portal experience. The answer wasn't 'more buttons.'
Mar 04, 2026 · 9 min read
Inside the digiDossier classification engine
A look at how we mix taxonomies, embeddings and lightweight fine-tuning to keep classification accurate across industries.
Feb 18, 2026 · 11 min read
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