The AI Roadmap
A seven-stage framework for turning AI ambition into strategically aligned, sustainable results.
Executive Education
Masterclasses and custom programs for executives, boards, and government leaders who need to understand AI and emerging technologies, and act with confidence.
Core themes
A seven-stage framework for turning AI ambition into strategically aligned, sustainable results.
Tools for building sustainable value when markets, technologies, and rules keep shifting.
Systematic approaches to finding, testing, and scaling new sources of value.
Signature framework
Most AI initiatives fail, not because of the technology, but because AI is introduced without a clear roadmap, a shared leadership vision, or an ethical foundation. The AI Roadmap is a seven-stage framework that takes organizations from design to development to full-scale implementation.
Read the framework on LSE Business Review →Stage 1
Tie every AI initiative to the organization's strategic objectives.
Stage 2
Take stock of skills, technology, and AI maturity, and close the gaps.
Stage 3
Keep data accurate, accessible, and safe across its life cycle.
Stage 4
Run pilots for momentum while building foundations for scale.
Stage 5
Fund AI incrementally and flexibly as costs and options shift.
Stage 6
Build in fairness, safety, privacy, transparency, and accountability.
Stage 7
Align stakeholders and grow a culture that understands and trusts AI.
Selected clients
A selection of the organizations whose leaders Alessandro has taught in recent years.
Citigroup
UBS
Virgin Money
Emirates NBD
First Abu Dhabi Bank
Asteron Life
Boston Consulting Group
Deloitte
PricewaterhouseCoopers
Forvis Mazars
Ernst & Young
IBM
e& (Emirates Telecommunications Group)
Saudi Telecom Company
Ooredoo
Infosys
Hitachi
Abu Dhabi National Oil Company
Saudi Aramco
Snam
Bharat Petroleum
QatarEnergy
Qatar Fertiliser Company (QAFCO)
UAE Prime Minister's Office
Ministry of Finance, Saudi Arabia
The Executive Council of Dubai
Mubadala Investment Company
Federal Competitiveness and Statistics Authority (UAE)
World Economic Forum
International Labour Organization
World Health Organization
ABB
Adani Group

Alghanim Industries
CNH Industrial
Boston Scientific
Beiersdorf
Merck KGaA
Abbott Laboratories
Ford Motor Company
Ferrari
Dubai Airports
Etihad Airways
Barilla
Unilever

Alshaya Group
Agthia Group
Azadea Group
Custom sessions for leadership teams, boards, and corporate academies.