Useful articles
Practical reading on AI transformation, document flow and AI governance — for decision makers. No jargon, no hype.
One Chat Instead of Ten Tabs: 185 Employees and 90% Retention in Two Months
How a digital assistant became the whole company's daily tool: 10,500 dialogues, calls up 2.3x with zero mandates — and why the long tail of routine decides.
Sep 4, 2026 AI transformationWho Actually Implements AI in a Company (Spoiler: Not the IT Department)
Why the fate of an AI project is decided not by the model or budget but by the AI champion — the person who owns the process. Our experience and our clients'.
Sep 4, 2026 AI agentsThe Minutes Are Born from the Audio: 400 Meetings Later
Two months of AI-run meetings: 400+ recordings, minutes in minutes, and the rule 'an action item = one owner + one deadline.' An honest breakdown.
Sep 4, 2026 AI agentsHalf a Minute Instead of Half an Hour: How Our Agent Processed 220 Incoming Documents in a Month
One month of the d8n Registry Clerk on our own registry: a 33-second median per document, 97% accuracy on precedents, and what stays with humans.
Sep 4, 2026 AI economicsSaved hours are a weak metric if the process doesn't change
Saved hours are easy to count and just as easy to discount. The metrics that show the real effect of AI agents when the process itself changes.
Aug 19, 2026 AI economicsWhere the effect of AI actually lives: time, errors, SLA, control, decision speed
Five levers where AI agents actually deliver: process time, errors, SLA, cycle time, and manageability — and how to build a CFO case without invented numbers.
Aug 18, 2026Articles are for reference. Legally significant wording is checked against Kazakhstan law. All blog posts →
