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Catalyst for Data & AI Use Case Ideation

Benjamin di Lorenzo

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Try with a conversation starter

Where is the largest ROI for potential AI solutions in my business?

How can i decide which data & AI use cases i should prioritise?

How can i start with the data & AI use case ideation?

Please map out my business model, based on the documents i will provide.

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How to use it

Why to use?

Use the Data & AI Business Catalyst to turn existing business context into grounded, prioritized Data & AI use cases.

Instead of generating a random list of AI ideas, the Catalyst guides you through an end-to-end workflow: understand the business, identify relevant use cases, compare their potential, and create a documented handoff.

You can start with an empty board or use it directly on an already filled board.

Who to use?

Strategists, consultants, facilitators, innovation managers, product owners, Data & AI teams, and business experts can use this Sidekick to identify and prioritize Data & AI opportunities.

It can be used individually to prepare an initial analysis or collaboratively with a team during a workshop.

When to use?

Use the Data & AI Business Catalyst when you want to:

  • identify where Data & AI could create the most value,

  • turn strategy decks, spreadsheets, notes, and workshop results into concrete use cases,

  • structure existing AI ideas around the business,

  • involve business experts in the ideation process,

  • compare use cases and decide which ones deserve a closer look,

  • prepare a documented result for decision-making or follow-up work.

The Catalyst works upfront on an empty board or inside an existing board with business documents, canvases, sticky notes, or workshop results.

What to use?

The Catalyst guides you through four connected steps:

  • Map the business: Interpret the available context and create a structured Business Model Canvas.

  • Generate use cases: Develop Data & AI use cases connected to relevant parts of the business.

  • Estimate potential: Compare use cases through a quick assessment or a financial ROI calculation using company data.

  • Create the handoff: Integrate the business model, use cases, estimates, uncertainties, and dependencies into one shareable document.

You can let the Catalyst generate use cases from the available context, answer additional questions yourself, or create a short survey to involve your team.

AI performs the heavy lifting, while the team reviews the results, corrects assumptions, and stays in control of the decisions.

How to use?

Start with a business question such as:

Where could Data & AI create the most value in my business, and which use cases should I start with?

Add existing material such as a strategy deck, spreadsheets, notes, or workshop results. The files do not need to be prepared specifically for the workflow.

The Catalyst first creates a model of the business. Review this baseline carefully, because the following use cases and estimates build on it.

Then continue through the guided workflow to generate use cases, compare their potential, identify dependencies, and create the final handoff.

The resulting document can be shared, refined, used for the next workshop step, or turned directly into slides on the Miro board.

For a more guided next step, continue with the recommended Datentreiber canvas or workshop template on Miroverse.

Where to find more?

Datentreiber offers you not only this Miroverse Sidekick, but also:

If you are interested or have any questions or feedback, please contact us at info@datentreiber.de.

Copyright: All rights reserved by Datentreiber GmbH.

Benjamin di Lorenzo

AI Business Catalyst @ Datentreiber

I love combining the best of all worlds here on Miro and for our clients, by bringing together data, AI and business. By using and constantly improving the Data & AI Business Design method from Datentreiber, we help to accelerate and facilitate strategy design, development and deployment. Our Miroverse contributions are usable and usefull by themselves, or fully integrated with our method.