AI pilots can fail when the organisation has not defined the operational problem, evidence base, stakeholders or governance expectations.

A readiness-first route helps teams identify gaps before committing time, budget and vendor effort.

The goal is to move from general AI interest to a controlled, documented next step.

Relevant UK Petroleum services

• AI Readiness Assessment
• IBM Technology Alignment where relevant
• Energy AI Workshops
• AI Courses for Energy
• Webinars and professional knowledge exchange