Before release
Document intended use, evaluation coverage, access limits, and known failure modes.
STIPDOT / Responsible AI
Useful systems must also be trusted systems.
We see responsible development as a source of product quality and long-term advantage, not a separate compliance exercise.
01 / Reliability
Know the limits.
Products should be designed with clear failure modes, monitoring, evaluation, and escalation paths.
02 / Privacy
Respect the data.
The right architecture protects sensitive information and gives organizations meaningful control over how it is used.
03 / Accountability
Keep people in the loop.
Where decisions have real consequences, responsibility cannot be delegated to an opaque system.
A practical next step01 02 03
Make responsibility visible in the workflow.
A principle matters when it changes a product decision or gives someone a clear way to act.
During use
Provide correction, escalation, and a visible owner for consequential actions.
After an incident
Preserve enough evidence to investigate, communicate what happened, and verify the correction.