From POC to production: avoiding the 80% failure trap
Most AI proofs of concept never ship. The reasons are predictable and avoidable. How to build with the production path in mind.
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RAG vs fine-tuning: choosing the right approach
RAG and fine-tuning solve different problems. A simple guide to when each one fits, and why the answer is often both.
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What AI readiness actually means
AI readiness is less about the latest model and more about whether your data, processes, and people are prepared to use one well.
