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From Pilots to Platforms: Making Enterprise AI Pay
Priya Raman · Enterprise AI Forum 2026 · London · 6 Oct 2026
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Slide 2 · The pilot trap
Of 41 AI pilots run at Halden since 2023, 9 reached production.
Slide 3 · Why pilots stall
Top blockers: data access (62%), unclear ownership (48%), no budget beyond year one (39%).
Slide 5 · Platform, not projects
A shared data and model platform cut time-to-production from 11 months to 10 weeks.
Slide 6 · Field inspection case study
Drone imagery triage reduced turbine inspection review time by 70%.
Slide 7 · Measuring value
£14m in avoided downtime across 2025, independently audited.
Slide 8 · People first
1,200 colleagues completed AI literacy training; 300 'AI champions' in operations.
Slide 9 · Guardrails
Every model has a named owner, a risk tier and a human sign-off point.
Slide 11 · Three questions for every leader
Who owns it? What does it replace? How will we know it worked?
Faded slides aren't cited in this draft.