Maturity assessment is diagnosis, not delivery.
The capability gaps must become investment choices, shared foundations, coordinated change, operational readiness and measurable outcomes.
Why this matters
Muse Glimmer shows increasingly capable AI moving onto personal hardware. OpenAI's Computer History adds persistent context from a user's computer activity, while computer-use agents can see a screen, click and type. For businesses, agentic AI adds delegated autonomy: systems can choose steps, use tools and act across workflows. The control environment is developing quickly, but identity, authorisation, observability, evidence, data governance and broader AI governance still span different layers. Integrating and assuring them is itself a delivery problem.
Personal AI exposes the gap
An individual may have no formal security, architecture, risk or programme governance structure around increasingly capable AI.
Autonomy changes the question
The issue is no longer only what AI knows. It is what the system is authorised to decide and do, under what constraints, and who remains accountable.
PPPM turns diagnosis into delivery
Maturity gaps become investment choices, shared enabling capabilities, sequenced change, evidence gates, operational readiness and measurable outcomes.
From AI Maturity to Delivered Capability
A practical PPPM perspective on closing the AI execution gap between maturity assessment and delivered operational capability.
About Brian Kelly
Senior programme, portfolio and project delivery leader with 25+ years delivering complex technology, transformation and product change across global and regulated environments, including Accenture and Viasat/Inmarsat.
Expertilise is the home for my commentary on strategic delivery, technology and AI, with a practical focus on turning emerging capability into coordinated, operational and measurable change.
More background and experience
For career history, programme delivery experience and current commentary, visit my LinkedIn profile.
Expertilise Executive Briefings
A growing series on strategic delivery, technology and AI.
From AI Maturity to Delivered Capability
Why maturity assessment alone does not deliver transformation, and how PPPM turns capability gaps into delivered outcomes.
The Agentic AI Control Stack
What CIOs need to assemble across identity, authorisation, observability, evidence, governance and operations.
Delivering the Agentic Enterprise
How PPPM can turn agentic-AI capability gaps into sequenced, funded and operational enterprise change.
AI Regulation Meets PPPM
What regulation, formal assurance and compliance mean for sponsors and senior delivery leaders.