APEX finds the highest-ROI AI initiative.

Talbot West's prioritization methodology. We score every candidate AI initiative against five weighted dimensions, run three tiers of competitive elimination down to the single highest-value bet, then hand you a sequenced roadmap to execute it.

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AI
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Prioritization
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EXecution
01PostureWhy APEX

Many programs fail from choosing the wrong initiative. We forestall that error category.

The problem is rarely a shortage of ideas. It is the shortage of a defensible way to rank them. Teams generate a long list of AI initiatives, then argue by intuition, seniority, or whoever pitches loudest. There's a better way.

APEX replaces the argument with a scoring model. We inventory every candidate initiative, score each against five weighted dimensions, and eliminate down to a winner. You leave with a decision you can defend and a roadmap to execute it.

The scattershot default
×Ideas ranked by intuition, seniority, or the loudest voice in the room.
×Several pilots funded at once, each starved of focus.
×No shared scoring model, so the decision cannot be defended later.
APEX
✓Every candidate scored on the same five weighted dimensions.
✓Three tiers of elimination down to one initiative worth building first.
✓A sequenced roadmap the team can start executing immediately.
02MethodFive dimensions

Every candidate initiative is scored against these. Weighting is set with leadership before scoring begins, so the ranking reflects your priorities, not ours.

01
Most pressing needs
Where the pain is sharp enough that action is already overdue.
02
Business impact
The size of the outcome if the initiative succeeds.
03
Technical feasibility
Whether the data, systems, and skills exist to build it now.
04
Cost and complexity
What it takes to stand up and run, end to end.
05
Strategic alignment
How well the initiative advances where the organization is headed.
03MethodThree tiers of elimination
Tier 1 · Initial evaluation

Every candidate is scored across the five dimensions. Low scorers are cut, and the field narrows to a serious shortlist.

Tier 2 · Semi-finalists

The top three to five initiatives are pressure-tested in depth, with feasibility and cost assumptions checked against reality.

Tier 3 · Winner

The single highest-value initiative gets a deep dive and a build plan: the one decision to fund first.

04DeliverablesWhat you leave with
01A scored decision matrix covering every candidate initiative, with weighting shown.
02One recommended initiative, ranked first, with the reasoning laid out.
03A sequenced roadmap for executing it, with dependencies and milestones.
04A readout your leadership team can act on, typically in four to six weeks.
05Related servicesAffinity

Related services

FRAME →

A deep readiness assessment across capability, data, process, governance, and change, then sequenced modernization of the organization as a system-of-systems.
AI engineering →

Harness engineering, AI and ML development, and systems integration under one roof. This is where the strategy becomes how you actually work.