CONSULTING
AI Diagnostic & Strategy
The question isn't "should we do AI." It's "where, for what gain, and at what real cost." An aumia diagnostic answers all three, backed by numbers.
The problem this solves
Most organizations already have AI ideas — often too many, rarely ranked. Some are profitable and feasible right away; others will cost three times their return, or run into data that doesn't exist. Without a clear arbitration, the most visible idea gets launched instead of the most useful one, and the first project's failure freezes the next ones for two years.
Our approach
- Interviews with business teams, not just IT: the pockets of value are where the work actually happens.
- A review of what's already there — available data, its real quality, existing tools, past attempts and why they were dropped.
- Costing for every use case: estimated annual gain, implementation cost, running cost, time to first result.
- Ranking by value-to-effort ratio, with prerequisites spelled out — a use case that depends on data that doesn't exist is flagged as such.
What you get
- A map of candidate processes, with their volumes and friction points.
- A data maturity assessment across four dimensions: availability, quality, governance, skills.
- A twelve-month roadmap, sequenced, with costing for each use case.
- A presentation to your executive committee, designed for an on-the-spot decision.
FAQ
Frequently asked questions
How long does an AI diagnostic take?
Two to three calendar weeks for a single-site small or mid-sized company, four to six for a multi-entity group. The workload on your side is limited to around ten one-hour interviews and access to existing data.
Do we need clean data before starting a diagnostic?
No — the real state of your data is part of what the diagnostic measures. Discovering that a priority use case relies on unreliable data is a useful finding in itself, obtained before you've spent any development budget.
Does the diagnostic always lead to a deployment engagement?
No. The roadmap is written so your own teams or another provider can execute it; it names technologies and workloads, not aumia services. Sometimes a diagnostic concludes that no use case justifies short-term investment — that's a valid outcome.
How is this different from an audit by a systems integrator?
A systems integrator gets paid on the implementation that follows; we don't sell licenses and have no vendor partnership to sustain. So the recommendation can just as well be "buy nothing" or "keep the tool you already have."
Contact
Let's talk about your next use case.
Thirty minutes is enough to work out together whether an aumia diagnostic makes sense for your organization. No commitment, no jargon.