logo

More Than Dashboards: AI Decisions Must Be Provable

ID: e2a3e70f-3323-5060-9368-6d33c57b9a38

STIX ID: report--e2a3e70f-3323-5060-9368-6d33c57b9a38

Feed Name: Dark Reading

Date Published: 2026-02-23

Date Updated: 2026-04-21

Author: James Urquhart

...
...

The article argues that dashboards and telemetry are insufficient to prove what an AI system actually did at the moment of action; instead, organizations need tamper-resistant, replayable "proof of decision" records that capture inputs, authorization, context, and resulting actions so decision chains can be reconstructed, audited, and independently verified to reduce risk, speed investigations, and manage regulatory exposure.

Your team is not currently subscribed to this feed. You must subscribe to it in order to see this post.