Why connecting tech to operational reality will help businesses deliver on AI's promise
Why connecting tech to operational reality will help businesses deliver on AI's promise
Mark Simpson contributed an opinion piece to TechRadar Pro on closing the gap between AI ambition and production delivery in UK enterprises.
The article covers:
Why investment alone does not close the gap between AI pilots and measurable business outcomes
Starting with two or three priority processes with defined outcomes before enterprise-wide rollout
Building data pipelines and quality controls before model development, so AI runs on consistent, accessible data
Governance frameworks established before deployment: ownership, standards, and regulatory readiness from the outset
Rethinking operating models through human-in-the-loop teams, so technical capability translates into measurable value
