AI Use Case Accelerator

Find Focus With AI

AI can do a lot, but not every­thing cre­ates val­ue. Pro­peller helps you focus on where it will make the biggest impact for your business.

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What Happens in Your 30-Minute Session

We’ll start by connecting the insights from the High-Impact AI Use Case Guide to your organization’s reality. Together, we’ll look at where AI efforts may be stalling — whether that's scattered experiments, hesitant first steps, or pilots without traction — and identify where the biggest opportunities lie.

You’ll learn how our approach to identifying the right use cases helps organizations like yours cut through competing priorities, align leadership, and focus on the use cases that matter most.  The conversation will give you a clear sense of how Propeller partners with teams to create focus and momentum around AI. 

Mark Fitzgerald Profile Photo

Mark Fitzgerald

Managing Director, AI Strategy

How We Accelerate AI Use Case Impact

Our approach brings structure to what can feel like an overwhelming space, helping you turn ideas into action. It’s made up of several stages that can be combined or adapted based on your needs. 

1. Discover

Identify and evaluate AI opportunities across your business. We help you separate signal from noise and focus on use cases with the highest potential value.

  • What we do: Gather stakeholder input, run guided sessions, and apply prioritization criteria (value, feasibility, risk).
  • What you get: A prioritized shortlist of AI use cases, clearly linked to business goals.

2. Deliver

Translate priorities into action. We align leaders on the right starting points and build the roadmap to move forward.

  • What we do: Facilitate alignment sessions, test ideas with lightweight prototypes, and define success measures.
  • What you get: A practical roadmap with clear owners, timelines, and next steps — plus confidence in where to start.


3. Activate

Bring high-potential use cases to life. We design pilots that deliver quick wins while validating long-term value.

  • What we do: Launch right-sized pilots, provide adoption playbooks, and guide teams through change.
  • What you get: Measured results from pilots, plus a clear go/no-go decision for scaling.

4. Reinforce

Keep momentum going as AI evolves. We help you stay aligned and ahead of what’s next.

  • What we do: Lead quarterly review and learning sessions, highlight new AI capabilities, and celebrate wins.
  • What you get: Continuous alignment, upskilled teams, and confidence that your AI priorities stay relevant

Why It Matters Now or Why Most AI Efforts Stall

AI adoption is accelerating, but most organizations struggle to capture value. While AI can do a lot, not every use case creates real business impact — and without a clear process to identify where it does, teams end up chasing ideas that don’t move the business forward.

  • 92% of businesses plan to increase AI investment this year, yet only 8% of retailers say they’ve reached advanced maturity.
  • Teams are experimenting in silos, with new tools flooding in faster than IT and Security can keep up.
  • Leaders face a wave of AI ideas each week, but without a clear process to evaluate, test, or say “no,” momentum stalls.
  • Ambitious ideas often die quietly with no support and no clarity on what “good” looks like, leaving talent discouraged.

This is resulting in fragmented innovation, lost learning, and organizations associating AI with fatigue instead of value. Propeller helps leaders gain clarity and alignment, so they can focus on the right opportunities and move forward with confidence.

What You’ll Walk Away With

Propeller's approach provides a clear view of where AI can have the biggest impact for your business. Four outcomes every client can expect:

Clarity
A shortlist of high-value AI use cases to start with.
Alignment
Leadership consensus on priorities across the table.
De-risked pilots
Right-sized first steps with success metrics.
AI activation strategies for effective implementation. Actionable roadmap
A path to execution and measurable value.

Don’t Let Momentum Stall. Book Your 30-Minute Session.

Book your 30-minute session today and learn how the AI Use Case Accelerator can help you move from AI ideas to AI impact.