Regulatory technology

Regulatory technology work by D. Klincharski, connecting specialist knowledge with software that keeps sources and evidence visible. RafiHive focuses on regulatory intelligence; ScanComb organizes cloud compliance work. The articles explore the decisions behind both.

About D. Klincharski

Builds / Tools / Labs

Projects to explore.

01 Product RafiHiveKeep regulatory intelligence traceable to its sources so specialists can review and trust the answer. Explore project 02 Product ScanCombBring cloud findings, controls, evidence, and risk into one compliance workflow. Explore project

Articles / Experiments

Notes from the work.

01 Sep 02, 2026 Why AI gets regulatory affairs wrong when you remove the source documentsLanguage models are excellent at sounding like a regulation and unreliable at being one. Here is what goes wrong when the primary source is out of the loop, and how to keep it in. Journal · 5 min 02 Jul 24, 2026 Why domain expertise belongs in the product loopAI can accelerate regulated work, but useful software begins when domain specialists shape the product itself. Journal · 2 min 03 Jul 22, 2026 ScanComb, and proving your cloud is actually compliant in the age of vibe codingWhen AI writes half the code, "it looks secure" isn't good enough. ScanComb turns cloud findings, controls, and evidence into compliance you can prove. Journal · 3 min 04 Jul 21, 2026 What RafiHive is for, and who actually needs itRegulatory work drowns in changing requirements and lost sources. RafiHive keeps the intelligence traceable so specialists can trust the answer. Journal · 3 min

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