When to use RAG vs fine-tuning

RAG for changing facts

Teams using AI Intelligence tools should treat this as a working practice, not a compliance standard. Document decisions, assign owners, and revisit after each model or data pipeline change.

Fine-tuning for stable format

Teams using AI Intelligence tools should treat this as a working practice, not a compliance standard. Document decisions, assign owners, and revisit after each model or data pipeline change.

Combine for enterprise assistants

Teams using AI Intelligence tools should treat this as a working practice, not a compliance standard. Document decisions, assign owners, and revisit after each model or data pipeline change.

Measure before committing spend

Teams using AI Intelligence tools should treat this as a working practice, not a compliance standard. Document decisions, assign owners, and revisit after each model or data pipeline change.