Ideas are scattered
Teams experiment independently without a shared portfolio or prioritisation logic.
AI Use Case Workshop for Companies
Find the AI use cases worth pursuing.
Turn scattered AI ideas into a prioritised portfolio of opportunities with clear business value, feasibility and next steps.
Business Value
Feasibility
Prioritisation
Governance
Roadmap
The Challenge
Too many AI ideas. Too little clarity on what creates real value.
Most organisations do not lack AI ideas. The challenge is deciding which opportunities are strategically relevant, technically realistic and worth investing in.
Business value is unclear
Interesting ideas do not always solve the problems that matter most.
Feasibility is uncertain
Data, systems, complexity and technical constraints are often assessed too late.
Experiments do not become a roadmap
Without prioritisation, resources are spread across too many disconnected initiatives.
Workshop Process
A structured path from AI potential to prioritised opportunities.
The process combines business context, inspiration, collaborative ideation and an early technical perspective.
01
Understand
Assess your current AI maturity, goals, processes and strategic context.
02
Inspire
Explore relevant AI patterns, examples and opportunities for your industry.
03
Discover
Generate concrete use cases based on real tasks, processes and business needs.
04
Assess
Evaluate value, feasibility, data, effort, risk and strategic relevance.
05
Prioritise & Roadmap
Select the strongest opportunities and define practical next steps.
What You Get
More than an ideation session.
The workshop is designed to leave your organisation with a structured decision basis and a clear path forward.
Prioritised AI Use Cases
A structured set of opportunities grounded in your processes, teams and business priorities.
Outcome: Clarity on which AI opportunities deserve attention first.
Business Value & Feasibility
A practical evaluation of value, effort, data requirements, technical viability and relevant risks.
Outcome: Better decisions before significant implementation investment.
Early Feasibility Checks
Selected use cases can be reviewed with AI engineering expertise, including first tests where appropriate.
Outcome: Earlier visibility into complexity, constraints and implementation options.
Next Steps & Cost Orientation
A practical roadmap for selected use cases, including an initial view on implementation approach and cost.
Outcome: A clear basis for the next management and investment decision.
How We Prioritise
We assess more than whether an idea sounds exciting.
Strong AI use cases sit at the intersection of business value, organisational fit and realistic implementation.
Business Value
Expected impact on productivity, quality, revenue, customer experience or risk.
Feasibility
Technical complexity, available capabilities and realistic implementation path.
Data Readiness
Availability, accessibility and quality of the data or knowledge required.
Risk & Governance
Security, data protection, human oversight and organisational guardrails.
Effort
Implementation effort, dependencies and expected time to meaningful value.
Strategic Fit
Alignment with business priorities, transformation goals and organisational readiness.
Built Around Your Organisation
Your processes. Your constraints. Your priorities.
We do not arrive with a generic list of AI ideas. The workshop starts from your organisation and turns real business needs into concrete opportunities.
Your Processes
Where does work take too long, involve repetitive steps or create friction today?
Your Teams
Which roles, departments and stakeholders are involved in the current way of working?
Your Data
Which systems, documents, information sources and permissions are relevant?
Your Priorities
Which strategic goals and business outcomes should AI support?
Workshop Format
A focused format with concrete outputs.
The current package combines preparation, a half-day workshop and follow-up support with documentation and an early technical perspective.
- Pre-assessment call with your team
- Half-day workshop, onsite or online
- Follow-up session
- Documentation including governance, data protection and security considerations
- Initial technical feasibility tests for selected use cases
- Initial cost estimation for implementation
- Optional legal check add-on on request
From Prioritisation to Implementation
The workshop is a decision point, not the finish line.
Once the right opportunities are clear, the next step depends on what the selected use case actually requires.
AI transformation is a team effort.
Practical workshops, shared priorities and concrete next steps.
Client Perspective
Start With Your Business Priorities
Which AI opportunities should your organisation pursue first?
Tell us a little about your organisation, current AI initiatives and the questions you want to answer. We will get back to you to discuss the right workshop setup.
Why Dreamleap Academy
More than a workshop. A practical path from ideas to implementation.
We combine business context, AI expertise and implementation experience so that prioritised use cases can move beyond the workshop.
Business + AI expertise
We connect strategic priorities and real business processes with practical AI capabilities.
Implementation perspective
Use cases are assessed with feasibility, governance and the next implementation step already in mind.
From workshop to execution
We can support enablement, Microsoft Copilot, agents, workflows and AI strategy after prioritisation.
Proven experience
Experience across corporate AI enablement, adoption and implementation since 2019.
15'000+
employees enabled
140+
clients
Since 2019
AI enablement & transformation
Frequently Asked Questions
What organisations want to know before a use case workshop.
Who should participate in the workshop?
The right group depends on your objective. A useful setup typically combines business owners, relevant process experts and stakeholders who understand data, technology or governance constraints.
Do we need existing AI ideas before the workshop?
No. Existing ideas are helpful but not required. The workshop is designed to identify opportunities from your business priorities, processes and pain points.
Is this only an ideation workshop?
No. The format goes beyond idea generation by assessing value, feasibility and risk and by translating selected opportunities into a practical roadmap.
Can you also help us implement the selected use cases?
Yes. Depending on the use case, the next step can include employee enablement, Copilot adoption, AI agents, workflow automation, technical implementation or ongoing AI sparring.
Can the workshop be delivered onsite?
Yes. The current format can be delivered onsite or online. The most suitable setup depends on the participating team and workshop objective.
Do you consider governance, security and data protection?
Yes. Relevant governance, data protection and security considerations are included when assessing and documenting use cases.
The Next Step
Turn AI ideas into a prioritised roadmap.
Start with the business questions that matter most. We will help you identify the opportunities worth pursuing and define practical next steps.
