Most organisations we speak to are in the same position. They know AI and automation could save them time and money, but they're stuck on the same questions:
Where do we begin? What should we prioritise? And how do we move from idea to action without months of analysis?
The good news is you don't need to have all the answers before you take the first step. You just need a structured way to find them.
The trap most organisations fall into
It's tempting to pick one obvious AI use case and run with it. Maybe someone in the business has seen a demo, or a competitor announced something flashy. But this "single use case" approach creates real blind spots.
Organisations that focus on one isolated problem often miss initiatives that could deliver ten times more value. The most impactful AI opportunities tend to hide in unexpected places, in the handoffs between teams, in the repetitive tasks people have simply accepted as "the way things are done," or in data that's sitting untapped across departments. Without looking broadly, you risk spending time and budget solving a minor problem while transformational opportunities go unaddressed.
There's a stakeholder challenge too. IT leaders tend to think about technical feasibility. Business leaders want ROI. Executives are looking for strategic advantage. When these groups aren't aligned from the start, you end up with solutions that don't quite satisfy anyone.
A better approach: start with discovery
Rather than jumping straight to building, we recommend starting with a Discovery Assessment, a structured, half-day working session designed to get the right people in a room and move from confusion to clarity in a single sitting.
Here's how it works. We bring together 8 to 12 of your key people, a mix of senior decision-makers who provide strategic context and the subject matter experts who understand day-to-day operations. Over about four hours, we work through three phases together.
First, we open the "art of the possible."
Through live demonstrations of AI, Microsoft Copilot, and Power Platform, we show what's realistic today, not theoretical future-state slides, but working technology applied to real business scenarios. This sparks ideas and gives everyone a shared understanding of what AI can actually do.
Then, we brainstorm and capture use cases.
Through facilitated discussion, we typically uncover 10 to 30 potential use cases across the organisation. We focus on business outcomes first and technology second, asking questions like: Which processes are highly manual or repetitive? If you could automate one task to save significant time, which would have the biggest impact? How would you measure success?
Finally, we score and prioritise.
Every use case is evaluated on five dimensions, using a simple 0–5 scale:
- Impact
- Effort
- Readiness
- Strategic Fit
- Risk
We then plot them on a priority matrix to identify quick wins versus longer-term strategic investments, and we stress-test the results to make sure the roadmap is realistic and honest.
What you walk away with
The output isn't a vague strategy document. It's a concrete, scored list of use cases with a clear view of what to do first, what to plan for, and what to avoid. Within a week of the session, you'll receive a formal report that includes an executive summary, detailed write-ups of the highest-priority use cases, key themes and patterns we spotted across the organisation, and recommended next steps.
Why this matters now
AI is moving fast. Every month spent on a lower-impact project is a month your competitors gain ground on higher-impact ones. Stakeholders lose confidence when pilots don't deliver the expected return. And budgets get consumed by incremental improvements rather than the kind of changes that genuinely transform how a business operates.
Ready to take the first step?
If your organisation is curious about AI but unsure where to focus, a Discovery Assessment is the fastest way to move from uncertainty to action.
Contact your Advania account manager to discuss the options, including potential Advania or Microsoft funding eligibility.
One day. One room. One clear path forward
