Find where AI can genuinely improve your organisation

No. The scan starts with the work, not the technology. Employees and process owners explain where time is lost, which exceptions they encounter and what information they use. Vinvu translates this with IT into feasible improvement opportunities. Technical knowledge on the client side helps with questions about systems and security, but it is not a prerequisite for the first conversation.

No. A good opportunity scan may also show that AI is not the wisest investment yet. Sometimes a process must first be simplified, information recorded more effectively or a regular system integration implemented. We make those dependencies visible and recommend an appropriate sequence. This prevents an attractive pilot from being built on a process that is not yet sufficiently stable at its core.

Yes. The outcome is not a general list of ideas, but a roadmap you can use to make a decision. For each opportunity, we outline the expected value, key dependencies, risks and technical feasibility. For the most promising application, we define a bounded next step with success criteria agreed in advance.

• Prioritised applications and process bottlenecks
• Requirements concerning data, privacy and integrations
• A proposal for a measurable Proof of Value

The best insights emerge when both decision-makers and employees doing the work participate. A process owner can explain objectives and priorities, employees know the exceptions, and IT understands which systems, data and security requirements matter. Not everyone needs to attend every conversation. We agree beforehand who is needed for each topic, keeping the scan thorough without demanding unnecessary time from the organisation.

You do not need to provide a complete technical dossier before we begin. An overview of the relevant processes, applications, information sources and known bottlenecks is usually a useful starting point. During the scan, we determine which additional information is genuinely needed. Sensitive documents or personal data are not collected by default; we first discuss purpose, necessity, access and secure processing.

Privacy and security are considered while opportunities are prioritised, not only once a solution is being built. We examine which data an application needs, who should have access and where human control must remain. The scan is not a full legal or security audit, but it identifies early which requirements, risks and additional expertise are needed before a Proof of Value can begin responsibly.