AI Use Case Discovery Workshop

Aligning team intent with ROI

• Solving real problems:

  Moving past top-down mandates by helping operational leads analyze their actual daily bottlenecks.

• Evaluating technical feasibility:

  Testing proposed automation ideas against your current data infrastructure and security guardrails before investing in development.

• Building consensus across functions:

  Aligning business leads, IT, and operational teams around a single, agreed-upon automation framework.

From bottleneck analysis to prioritised roadmaps

What the workshop covers:

• Operational bottleneck mapping:

  Analyzing day-to-day team workflows to pinpoint repetitive, manual, and high-friction processes.

• Feasibility & value scoring:

  Evaluating candidate use cases against business impact, data availability, technical complexity, and risk parameters.

• Impact mapping:

  Mapping the use cases that will have the highest impact on your organization and separating immediate quick wins from long-term builds.

• Roadmap structuring:

  Sequencing selected initiatives into a practical execution plan with clear ownership and resource requirements.

What you walk away with

• Prioritized AI roadmap:

  A structured matrix detailing high-impact use cases sequenced by technical feasibility and business ROI.

• Impact & feasibility matrix:

  Clear documentation explaining why specific use cases were prioritized over others.

• Executive summary brief:

  A concise briefing paper for leadership and budget holders outlining recommended pilot projects and next steps.

Next steps for execution

Once your AI use case workshop produces a prioritized execution roadmap, Ekipa provides direct engineering pathways to turn candidate concepts into working software:

• Build production pilots:

  Transition prioritized use cases into working applications through AI Delivery.

• Train functional teams:

  Upskill operational teams on specific toolsets via AI for Managers.