Move beyond AI experimentation to prioritised, production-ready outcomes.
Artificial Intelligence presents a significant opportunity - but real value is unlocked only when use cases are clearly aligned to strategy, risk is understood, and investment is prioritised with discipline. Move AI initiatives are solutions looking for a problem and thus do not deliver real benefit. Our AI Opportunity Assessment & Evaluation provides a structured, executive-level framework to identify, evaluate and prioritise AI initiatives across your organisation. Move beyond isolated proof-of-concepts and ad hoc experimentation.
In just weeks, you gain clarity on:
- Where AI can deliver measurable business or public value
- Which opportunities align most strongly to strategic objectives
- The regulatory, ethical and operational risks associated with each use case
- Technical feasibility and organisational readiness
- A prioritised investment pathway based on weighted multi-criteria evaluation
Whether your objective is service transformation, productivity uplift, improved citizen or customer experience, or AI-enabled decision support - we provide a repeatable, governance-aligned approach to selecting the right opportunities and scaling them responsibly.
StrategicBusiness aligned
Every opportunity is explicitly aligned to your organisational objectives — ensuring AI investment supports measurable outcomes rather than isolated experimentation.
DefensibleReal world
Use cases are evaluated using structured, multi-criteria analysis across public value, risk, economic impact, strategic alignment and feasibility — providing leadership with a clear and justifiable basis for investment decisions.
PrioritisedReal benifits
We cut through the noise of AI hype and competing ideas to produce a sequenced roadmap of high-impact initiatives — focusing effort where value is greatest and risk is manageable.
ScalableUseful
Beyond identifying ideas, we assess governance, architecture and operating model considerations — ensuring chosen initiatives can move from proof-of-concept to secure, production-ready solutions.
Your outcomes
Clarity on where AI creates value. Confidence in what to prioritise. A roadmap to scale responsibly.
Our AI Opportunity Assessment & Evaluation delivers a structured, organisation-wide view of where Artificial Intelligence can support, augment or automate work — and which opportunities are most viable, valuable and defensible.
Through executive engagement, business unit workshops and structured use case evaluation, we identify candidate opportunities and assess them using weighted, multi-criteria analysis across public or customer value, regulatory risk, economic benefit, strategic alignment and technical feasibility.
The result is a clear and defensible investment position, including:
- A consolidated inventory of AI use cases across the organisation
- Clear descriptions of the problem, opportunity and solution shape for each initiative
- Scored and weighted evaluation across strategic, economic and risk dimensions
- Identification of quick wins, medium-term opportunities and foundational initiatives
- Governance and scalability considerations for production readiness
- A prioritised roadmap aligned to budget cycles and executive decision-making
Rather than encouraging experimentation without structure, we provide a repeatable and governance-aligned mechanism for selecting the right initiatives — ensuring AI investment delivers measurable value while protecting organisational integrity, reputation and compliance.
The outcome is not simply a list of ideas, but a disciplined pathway from concept to scalable, production-ready AI capability.
Our Method
A disciplined, organisation-wide approach to identifying and prioritising AI opportunities.
Our AI Opportunity Assessment & Evaluation uses a structured framework to move from business problem identification through to defensible investment prioritisation.
We begin by clarifying strategic context — grounding all AI opportunities in business objectives, service outcomes and operational friction points. From there, we identify candidate use cases across core AI capability categories, including decision support, automation, content generation, insight & analysis, and customer or staff interaction.
Each opportunity is then evaluated using a weighted, multi-criteria assessment model to ensure balanced, defensible decision-making.
AI use cases in the public sector involve significant risks (ethics, bias) and
non-monetary benefits (societal outcomes, better policy). Various evaluation
models were investigated (eg, cost-benefit or RICE methodologies); however, it was determined that pure financial benefit-based methods would not capture the required dimensions. On that basis, our methodology, PREST, is a Multi-criteria Analysis methodology to apply weighted criteria across a set of dimensions, tailored to each industry.
Areas of focus
A disciplined, organisation-wide approach to identifying and prioritising AI opportunities.
Our AI Opportunity Assessment & Evaluation uses a structured framework to move from business problem identification through to defensible investment prioritisation.
We begin by clarifying strategic context - grounding all AI opportunities in business objectives, service outcomes and operational friction points. From there, we identify candidate use cases across core AI capability categories, including decision support, automation, content generation, insight & analysis, and customer or staff interaction.
Each opportunity is then evaluated using a weighted, multi-criteria assessment model to ensure balanced, defensible decision-making.
Public or Customer Value
The impact on service outcomes, user experience, societal benefit or organisational performance. Important for the Public sector. This ensures AI initiatives deliver meaningful outcomes beyond efficiency alone.
Regulatory & Risk Profile
Ethical considerations, compliance exposure, reputational risk, bias and governance complexity. Protects the organisation from unintended consequences and ensures responsible AI adoption.
Economic Benefit
Productivity uplift, cost reduction, workforce optimisation and measurable financial return. Provides clarity on commercial or operational value.
Strategic Alignment
The degree to which the initiative supports declared strategic objectives and transformation priorities. Ensures AI investment advances enterprise goals rather than creating disconnected solutions.
Technical Feasibility
Data readiness, platform capability, integration complexity, budget considerations and delivery viability. Confirms that selected initiatives are achievable within realistic constraints.