Articles & research
Practical reading on AI, processes and enterprise governance.
How to Tell Whether Your AI Agent Actually Works
How to measure an AI agent before and after deployment: baselines, process metrics, DATM, and practical examples from Documentolog and Klarna.
Aug 7, 2026 Build in publicThe Six Months When AI Agents Rewrote Our Company
Half-year results at Documentolog: eight AI agents inside real processes, every client moved to d8n.ai, and why our people became co-owners of the outcome.
Jul 28, 2026 AI transformationI Want to Adopt AI: 7 Steps to a Measurable Result — and the «Records» AI Agent in Practice
Why 95% of AI pilots deliver no impact, the seven steps to a real result, and a hands-on breakdown of our «Records» AI agent with the metrics to track.
Jul 22, 2026 Build in publicHow We Lost 14 Leads — and What We Rebuilt After
How Documentolog rebuilt Lead Engine after an AI outage hid 14 new leads—and why AI must accelerate critical processes, not hold them up.
Jul 20, 2026 digital signatureLegal validity of electronic signatures in Kazakhstan: what to know
An electronically signed document is equivalent to a paper one with a handwritten signature. Signature types, verification and cross-border exchange explained.
Jun 24, 2026 HR document managementElectronic HR document management: how to start the transition
A practical order for moving HR to electronic documents — from frequent paperwork and e-signatures to integration with the state employment system.
Jun 24, 2026 EDMWhat electronic document management really is — and why it’s the foundation for AI
EDM is formalized correspondence with preserved history. That foundation is exactly what AI agents need to work accurately instead of guessing.
Jun 24, 2026 ai-transformationWhy chatbots don't transform companies
A chatbot answers questions. Real transformation happens when an agent works inside the process — with permissions, approvals and audit.
Jun 21, 2026 AI transformationHow to choose the first AI process
The best first AI pilot has volume, a clear owner, visible pain and enough governance to show why AI must be inside the process.
Jun 18, 2026 governanceWhat enterprise AI governance must prove
For regulated companies, AI value depends on permissions, source traceability, human approval and audit — as much as on model capability.
Jun 15, 2026