Sandbox prompts before production
Start with fixed test personas
Teams using Sandbox AI 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.
Version prompts in git
Teams using Sandbox AI 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.
Run policy guard on edge cases
Teams using Sandbox AI 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.
Compare outputs with diff tool before promote
Teams using Sandbox AI 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.