Most organisations invest far more in choosing their AI than in designing their ability to use it.
The result is predictable: pilots that work and programmes that stall, and leadership teams managing symptoms instead of causes. Actavia exists to change that.
Three technology waves, one recurring failure
I have worked in enterprise transformation for more than 25 years. I started in the ERP era, when the main challenge was persuading organisations to redesign their processes before the software went live, not after. Most did not. The technology worked, and the organisation was not designed to use it.
I watched the same pattern repeat through a decade of digital transformation. When AI began appearing seriously in the organisations I worked with, first in the UAE and the wider GCC, I recognised it at once.
Along the way I co-founded a transformation consultancy and built it to acquisition by Alvarez & Marsal. I then built and led its GCC transformation practice. Most recently I built a major UAE insurer’s first enterprise Business Excellence function.
I went looking for an operating model framework built for AI and could not find one. So I built one, first as the research for my Executive MBA and then as a book, The AI Works. Your Operating Model Doesn’t.
I am a Chartered Management Consultant (ChMC) and an MSP Advanced Practitioner. I am based in Abu Dhabi.
The path to action
The name reflects my role in helping organisations translate strategic intent into practical execution.
Extend the frameworks, do not abandon them
Every major operating model framework assumes that people do the work and technology supports them. AI breaks that assumption. My answer is to extend those frameworks, not abandon them.
The Six-Layer Method covers the six parts of an operating model that AI substantively changes: the human and AI workforce, process execution, decision-making, knowledge, technology and governance. The order matters as much as the content. Workforce design informs process design, which informs how decisions are made, and so on, with technology chosen only once the organisation knows what it needs the technology to do.
I do not start with a platform, and I do not sell one. I start with an honest assessment of where the design has gaps, work with the leadership team on the changes that matter most, and stay involved through implementation so the changes hold.
Ambition here outpaces the capacity to deliver it
A distinctive challenge
Strategic ambition, driven by Vision 2030 in Saudi Arabia, the UAE’s national programmes and diversification agendas across the Gulf, consistently outpaces the institutional capacity needed to deliver it.
AI raises the stakes
Emiratisation and Nitaqat obligations shape where the line between human and AI work can sit. Data protection law affects where AI processing can happen. AI governance requirements are becoming more specific. These are design parameters, not afterthoughts.
Practical, not academic
My experience of this environment comes from sustained practical work inside governments, financial institutions and multinationals in the region.