Stop Experimenting With AI. Start Investing in It.
A focused 2-week sprint that uncovers where AI can create real value in your business, ranks every opportunity by impact and feasibility, and gives you a clear plan for what to build next.
2 Weeks
From kickoff to prioritized AI roadmap
- 20+ ranked AI use cases
- Business case for top 3
- 90-day execution plan
Built for Leaders Who Need an AI Strategy That Pays Back
Our discovery sprint is designed for organizations that know AI matters but are tired of pilots that go nowhere — and want a defensible plan for where to invest first.
CEOs & COOs of Mid-Market Companies
Cut through the AI noise. Get a clear, prioritized view of where AI can move revenue, cost, or customer experience — not just where it's technically possible.
CIOs, CTOs & Heads of Data
Replace scattered experiments with a defensible portfolio. Align IT and the business on which AI initiatives deserve real budget and ownership.
B2B SaaS & Product Leaders
Identify the AI features customers will actually pay for, separate them from table-stakes integrations, and decide what to build, buy, or partner.
Sound Familiar?
These are the patterns we see most often before organizations run a structured discovery sprint.
AI experiments stuck in pilot mode with no clear path to production
No shared view across leadership of where AI can actually create value
Teams chasing AI features that don't move any business metric
Pressure from the board to 'do something with AI' without a credible plan
Difficulty separating high-impact opportunities from interesting demos
Competing internal proposals with no objective way to prioritize
AI Use Case Discovery Sprint
A structured, business-first method that turns AI from a buzzword into a ranked, defensible investment plan with clear owners and outcomes.
Opportunity Mapping
Identify 20+ candidate AI use cases across operations, customer-facing functions, product, and back-office — grounded in your actual business model, not generic industry lists.
Value Scoring
Rank every opportunity by quantified business impact — revenue, cost, productivity, customer experience — so leadership can debate trade-offs with real numbers.
Feasibility Assessment
Score each use case on data readiness, technical complexity, vendor availability, organizational change required, and time to value.
Business Cases for Top Opportunities
Deep-dive business cases for the top 3 ranked use cases — including expected ROI, implementation approach, build vs. buy guidance, and key risks.
Execution Plan
A 90-day plan to launch the top opportunity and a 12-month portfolio roadmap with owners, milestones, and decision gates.
Ready to turn AI talk into AI investment?
Get a tailored scope for your organization. We respond within one business day.
A Decision Document, Not an Inspiration Document
Every deliverable is designed so your leadership team can make a real investment decision at the end of the sprint — not schedule another workshop.
- Ranked portfolio of 20+ AI use cases scored by value and feasibility
- Deep-dive business cases for your top 3 opportunities
- Clear build vs. buy vs. partner recommendation for each priority use case
- Shared executive view on where AI should and shouldn't go in your business
- 90-day plan to launch the top initiative with owners and success metrics
- 12-month AI investment roadmap aligned with business strategy
How It Works
Six structured phases across 14 days — designed to concentrate effort where it generates the most insight.
Executive Alignment
Day 1–2We align with leadership on business priorities, strategic goals, and the constraints (budget, capacity, risk appetite) that should shape the AI portfolio.
Opportunity Mapping
Day 2–5Through structured interviews across business units and a review of current processes, data assets, and customer touchpoints, we generate a long list of candidate AI use cases.
Value & Feasibility Scoring
Day 5–8We score every use case on quantified business impact and on feasibility dimensions: data readiness, technical complexity, vendor maturity, and change effort.
Top 3 Deep Dives
Day 7–10For the top-ranked opportunities we build mini business cases: expected return, implementation approach, build vs. buy recommendation, key risks, and required capabilities.
Roadmap & Execution Plan
Day 10–12We translate findings into a 90-day plan for the top initiative and a 12-month portfolio roadmap with sequencing, owners, and decision gates.
Executive Presentation
Day 13–14We present the prioritized portfolio, business cases, and roadmap to your leadership team, and support follow-up decisions on investment and ownership.
Transparent, Fixed-Fee Pricing
No hourly surprises. You know the cost and the deliverables before we start.
Discovery Sprint
From €2,500
2-week fixed engagement
Everything included
- Long list of 20+ ranked AI use cases
- Value and feasibility scoring framework
- Top 3 deep-dive business cases with ROI estimates
- Build vs. buy vs. partner recommendations
- 90-day execution plan for the top initiative
- 12-month AI portfolio roadmap
- Executive presentation and decision support
- 30-day follow-up Q&A support
Final pricing depends on organization size, number of business units in scope, and depth of business-case modeling required.
Who This Is Not For
We would rather tell you upfront than deliver a report that doesn't move your business.
Organizations looking for a list of generic AI use cases rather than business-specific opportunities
Teams that have already done this exercise and need execution support instead of strategy
Companies unwilling to share business metrics needed to quantify opportunity value
Leadership teams without enough alignment to make portfolio-level investment decisions
Frequently Asked Questions
Prepared by our team
Arnold Fejes & the Vivold AI Advisory Team
Our AI strategy engagements are led by Arnold Fejes and a team of senior advisors with deep experience in AI strategy, enterprise technology, and business-case-driven advisory. Every engagement is reviewed by the consulting leader before delivery to ensure recommendations are commercially defensible and decision-ready.
Book a Discovery Call
Tell us about your organization, your AI ambitions, and what's blocking you. We will respond within one business day with a tailored scope and next steps.