AI Implementation
Practical guides for building and deploying AI solutions.
| Published | Essay | |
|---|---|---|
AI Agents in Business: A Strategic PerspectiveAI agents are moving from research demos to enterprise deployments. A strategic framework for deciding when agents make sense, assessing organizational readiness, and building governance before scaling. | Ai Implementation | |
Common AI Implementation Mistakes: 7 LessonsSeven hard-won lessons from AI projects at Polish companies. The patterns that kill AI initiatives are rarely technical -- they are organizational, political, and cultural. Here is what I have seen go wrong and how to avoid it. | Ai Implementation | |
From AI Pilot to Production: The Organizational PlaybookMost AI pilots never reach production. The gap is not technical -- it is organizational. A playbook for moving AI projects from proof-of-concept to deployed systems that deliver measurable value. | Ai Implementation | |
Building a Production RAG: Architecture, Chunking, and the Subtle Science of ContextLessons from building and maintaining production RAG systems -- covering architecture decisions, chunking strategies, metadata discipline, and the operational realities that tutorials skip. | Ai Implementation |