An AI Scan is a structured assessment in which CribConnects AI maps out in 4 weeks where AI adds value in your organization. You receive an implementation plan, a business case per use case, and a board presentation. In this blog we explain what an AI Scan is exactly, what you get out of it, when it makes sense, and what to expect in terms of investment and results.
What is an AI Scan exactly?
An AI Scan is a diagnostic process in which we systematically examine your organization's processes, data environment, culture, and technology for AI opportunities. We combine interviews with key people, analysis of your data architecture, and benchmarking against comparable organizations in your sector. The result is not a vague report, but a concrete implementation plan with prioritized use cases, a business case per case, and a roadmap for the next 12 months.
What do you get out of an AI Scan?
- A priority list of 8 to 15 concrete AI use cases, ranked by feasibility and ROI.
- A business case per use case with estimated time and cost savings, required investment, and break-even point.
- A 12-month roadmap showing which use case is tackled when and which dependencies exist.
- An EU AI Act readiness assessment that maps out where your organization stands in relation to European AI regulation.
- A board presentation that lets you walk management and shareholders through the AI strategy in 30 minutes.
When does an AI Scan make sense?
An AI Scan makes sense in three typical situations. The first: your organization notices competitors are using AI and you don't know where to start. The second: you have already experimented with ChatGPT or Copilot, but are not yet realizing structural value. The third: management or the board wants to see concrete numbers before freeing up budget for AI. In all three situations, the AI Scan delivers clarity: not only where AI adds value, but also where it does not pay off.
How does the 4-week process work?
- Week 1 - Discovery: kick-off with management, document review, first interviews with operational teams. Goal: establish your organization's AI maturity level.
- Week 2 - Diagnosis: in-depth interviews with key people, analysis of the top 10 processes, data audit and governance check. Goal: a list of potential use cases with initial scoring.
- Week 3 - Prioritization: business case per use case, risk analysis, EU AI Act readiness assessment and sector benchmarking. Goal: a validated shortlist of 5 to 8 use cases to tackle in the coming year.
- Week 4 - Roadmap and presentation: implementation plan with dependencies, board deck, and recommendations for team structure and upskilling. Goal: management can make decisions within two weeks based on the scan.
What results can you expect?
Based on 80+ AI Scans that CribConnects AI has carried out since 2022, we see the following outcomes on average: 30 to 50 percent time savings on repetitive processes after implementing the top 3 use cases, an average payback time of 6 to 9 months for the first use case, and a strong acceleration in EU AI Act compliance because governance aspects are included from the start.
What sets the CribConnects AI Scan apart?
Three things make our AI Scan different from generic consultancy work. First: an academically trained team with an MSc in Applied Data Science, an MSc in AI, and an MBA in Change. Second: tailor-made per sector, no templates. We do scans for banks, hotel chains, educational institutions, and transport companies, and every scan is tuned to the regulations, data maturity, and culture of that sector. Third: full service. After the scan, we guide the implementation, training, and adoption through a single point of contact. No handover to third parties, no rebuilding context from scratch.
How do I start?
Schedule a free 30-minute introductory call via cribconnects.ai/contact or request your free AI Scan intake right away. In that call, we discuss your question, sector, and data maturity, and together we determine whether an AI Scan fits right now, or whether a lighter option such as a Management Strategy Session makes more sense first. We are only satisfied when the scan delivers measurable value for your organization within 12 months.