Latest blog posts by Paweł Szczepanik

Explore a Minesweeper AI case study: deterministic rules, agent memory, guardrails, and a 2,520-game test of reliable decision-making.

Watch a five-minute DS Stream demo of AI product segmentation that sorts thousands of SKUs into margin drivers, traffic drivers, and inventory risk.

An AI POC checklist built as five gates, each with an artifact, an owner and a pass condition, ending in a go, stop or re-scope decision.

AI vendor lock-in cannot be removed, but it can be priced. The seven places an AI factory gets locked in, and how to write the exit plan before go-live.

A weighted RFP scorecard for data engineering partner evaluation: knockout gates, seven scored criteria, a paid pilot on your data and reference checks.

Agentic AI in the enterprise belongs in a process one step at a time: where the path is unknown, results can be checked and mistakes can be undone.

An internal AI platform is the set of parts every AI team would otherwise rebuild: model gateway, prompt registry, evaluation tooling, and templates.

RAG evaluation works best as two checks: did retrieval find the right passage, and did the answer stay inside it. Metrics, golden sets, regression gates.

Gemini 3.8 Live Extended Thinking is not AGI, but it is a voice assistant that keeps working while you talk. Benchmarks, pricing, limits, and a sample.

Live webinar on September 30, 3:00 PM CEST: how AI-powered pricing optimization helps retailers protect margin and clear inventory across 50,000+ SKUs.