Four starting points for AI transformation
Insights from our own AI transformation experience and partner discussions.
The Pain
Teams are using AI without clear rules or ownership. Leaders lack visibility into its use, leaving risks unmanaged and no one clearly accountable.
Connect AI policy with practical implementation.
Review AI activity
Align priorities & policy
Define accountability
Implement controls
Dofinity
Technical assessment, AI policy, architecture and controls.
Partner
Strategic alignment, organisational accountability and change management.
Outcome
Clear responsibilities. Working controls. Coherent AI governance.
The Pain
AI adoption is underway. People need confidence, skills and support to change how they work.
Prepare people before the technology arrives.
Audit readiness
Target preparation
Rollout
Change management
Dofinity
Technical expertise and support for the learning activities.
Partner
Readiness audit, workshops and change toolkit.
Outcome
Barriers understood. People prepared. Ready for AI transformation.
The Pain
Leaders and teams are new to organizational AI. They need a shared understanding of its business relevance.
Build a shared, practical understanding of organizational AI.
Explain the basics
Show applications
Explore opportunities
AI transformation blueprint
Dofinity
Workshop design and delivery.
Partner
Relationship, business context and strategic direction.
Outcome
Key personnel up-to-speed. Clear opportunities. AI-transformation path.
The Pain
The organisation has a concrete business problem that AI could address, regardless of its wider AI maturity — the immediate need is a focused solution with measurable value.
Solve one problem. Open a wider conversation.
Define the problem
Assess feasibility
Design & implement
Evaluate results
Dofinity
Technical discovery, design and implementation.
Partner
Strategy discussion and organisational needs.
Outcome
Immediate problem solved. A practical foundation for what’s next.
The focused solution provides the initial starting point; the engagement can subsequently open a broader strategy discussion led by the Partner.
Shared view
| Customer profile | Proposition | Dofinity | Partner |
|---|---|---|---|
| AI Abundance | AI Governance | Assesses the technical environment | Leads strategic alignment |
| Some AI Adoption | AI-Human Readiness | Provides technical expertise | Leads the human readiness audit |
| New to AI | AI Kickstart | Lead the AI workshops | Work with the customer on business potential growth |
| Any AI Stage | AI Point-Transformation | Leads technical discovery | Leads the subsequent strategy discussion |
The lead role reflects the customer’s immediate need, with complementary expertise introduced as the engagement develops.
Where this leaves the conversation