← The Monday Signal/No. 010Agentic AI

The data rules are not what is stalling your AI

Alex Collins·21 September 2026·2 min read
95% delayed or cancelled AI over data rules.

Your AI isn't stuck because of the AI. It's stuck because of your data.

95% of 1,500 tech leaders told Cloudera they had delayed or cancelled AI work over data governance, compliance or regulation. Cloudera sells data platforms FYI.

My view: most company data was built to produce a monthly report for people. That works for a finance team reading a pack once a month, and it fails an agent making hundreds of decisions an hour.

So if your AI keeps stalling at the data review, stop arguing with compliance and fix the data so it can be acted on, with a budget and an owner in the plan.

The question I would sit with

How often does your most important AI use case need its data refreshed, and who is allowed to act on it?

Share thisLinkedInX
AC

Alex Collins

Co-founder & COO of RAI Digital, a consulting venture builder · Ex-EY Consulting Partner · Writing on agentic AI, venture building, logistics platforms and transformation leadership.

Escape the Deck

One honest read every fortnight on what agentic AI is doing to consulting, and what to do about it. For people moving from advice to outcomes, rebuilding a firm, or done buying decks. No hype, no fluff.