Manage AI opportunities from discovery to measurable outcomes.

Find opportunities worth investigating.

AI opportunities can emerge from operational challenges, repetitive work, customer needs, business goals, and existing organizational processes.

A.D.O.P.T. is designed to help teams collect and organize these opportunities so they can be reviewed against real business needs.

What this supports

• Record opportunities identified by teams.
• Examine business information and documents for potential use cases.
• Connect opportunities to business problems and organizational goals.
• Identify missing information before moving into evaluation.

OutcomeA clearer view of where AI may create value and what needs further investigation.

Understand the opportunity before committing resources.

An attractive idea is not automatically a viable investment. Organizations need to understand its expected benefits, requirements, costs, feasibility, and risks.

A.D.O.P.T. is designed to support structured assessments using criteria such as:

• ABusiness value and expected impact.
• BEstimated cost and financial return.
• CTechnical and operational feasibility.
• DImplementation effort and time.
• ERisk, compliance, and dependencies.
• FAlignment with organizational strategy.

Assessments should make assumptions, uncertainties, and missing information visible so teams can validate them before making decisions.

OutcomeA more informed view of an opportunity's potential and limitations.

Focus resources where they matter most.

Organizations cannot pursue every opportunity at once. Prioritization requires a consistent way to compare competing initiatives.

A.D.O.P.T. is designed to help teams compare opportunities against organizational criteria, review trade-offs, and establish clear decision and approval processes.

Teams can use the assessment to support decisions to approve an initiative, reject it, request revisions, or place it on hold.

• DecisionApprove
• DecisionRequest revisions
• DecisionPlace on hold
• DecisionReject

OutcomeClearer investment priorities and more accountable decisions.

Keep approved initiatives connected to their objectives.

Approval is not the finish line. Initiatives need accountable owners, realistic plans, visible progress, and a way to identify problems early.

A.D.O.P.T. is designed to support oversight of:

• Initiative owners and contributors.
• Milestones, tasks, and dependencies.
• Planned budgets and actual expenditure.
• Risks, blockers, and outstanding decisions.
• Progress against the implementation plan.

NoteThe platform supports management and visibility; the organization's internal team or chosen external provider remains responsible for building and deploying the AI solution.

OutcomeBetter visibility into implementation and responsibility for delivery.

Determine whether the initiative delivered value.

The business case establishes what an initiative is expected to achieve. Measurement examines what actually happened.

A.D.O.P.T. is designed to help organizations define expected outcomes, record actual results, examine differences, and use the findings to inform future decisions.

This includes comparing relevant measures such as:

Results must be interpreted in context. Estimates, projections, and verified actual results should not be treated as interchangeable.

OutcomeA clearer basis for deciding whether to improve, continue, expand, pause, or stop an initiative.