Articles
Articles
Thinking out loud about engineering, data, and product discipline.
AI in Business: From Hype to Measurable Value. An Engineering Approach for Leaders
Why 80% of AI projects fail and how to turn raw operational data into a self‑optimizing intelligence layer with event‑driven architecture, vector search, and transparent cost accounting.
Igor Klimchenkov · 2026-05-11
Evolution of Corporate Infrastructure: Why Modern Business Needs a Unified Operating System Instead of a Set of Vendor Tools
Why fragmented software ecosystems no longer meet the demands of speed, flexibility, and analytics depth. How custom operating systems on a unified data model become an economically justified choice, and what methodology builds a strategic asset rather than just working software.
Igor Klimchenkov · 2025-05-17