Advisory · AI Discovery
Where exactly would AI make a difference in your operation?
Companies bet on AI without clarity on where it adds real value. MVA delivers a structured Workshop + Discovery that gets out of the abstract: maps processes, identifies real candidates for agent automation, and delivers a roadmap prioritized by ROI. All in 2 to 4 weeks, with no bundled sale.
For whom
Primary target
- Mid/large companies without AI in production yet
- Companies whose AI pilots failed to scale
- Funds evaluating AI fit in a portfolio company
- Scale-ups prioritizing their technical roadmap
Deliverables
What you get
- →Map of candidate processes for automation (20–50 processes evaluated)
- →Prioritization by estimated ROI × implementation complexity
- →Reference architecture for the top 3–5 candidates
- →6- to 12-month roadmap with validation sprints
- →Read-out session with the board / executive committee
- →Optional: scope and proposal for a POC on the first candidate
Methodology
How we operate
2 to 4 business weeks, depending on operation size.
- 01
Operational immersion (3–5 days)
Sessions with each area's leadership. We understand real processes, volumes, pain points and regulatory constraints.
- 02
Executive workshop (1 day)
With C-level leadership. Alignment on business objectives, ambition, red lines. Outputs: value thesis + prioritization criteria.
- 03
Technical analysis and prioritization
Each candidate is scored on 6 dimensions: volume, available data, complexity, regulatory, ROI, dependencies.
- 04
Read-out and roadmap
Board presentation. Roadmap with 6- to 12-month milestones, indicative budget and success criteria.
Fit conversation?
45 minutes with no commitment with MVA's senior team to assess if the engagement fits your specific case.
About AI Discovery