AI & Enterprise AI16 April 20248 min read
Fine-Tuning vs Prompting — How to Decide for Enterprise Workloads
The fine-tuning question keeps coming up in enterprise AI conversations. A practitioner framework for deciding when fine-tuning is worth it, when prompting is sufficient, and when retrieval is the actual answer.
AI & Enterprise AI27 February 20248 min read
Prompt Engineering for Enterprise Integration Workloads
Prompt engineering for chat is one discipline. Prompt engineering for enterprise integration is another. The patterns that produce reliable structured output at scale are not the patterns that produce engaging chat.