We help leadership teams separate AI hype from business value: finding the use cases worth doing, registering and prioritising them, preparing for the EU AI Act, and building a roadmap your people can deliver.
What we doMost organisations do not lack AI ideas. They lack a way to tell which ideas are worth doing, who owns them, and what happens after the demo. Our AI strategy consulting starts by separating the two.
| AI hype | Business value |
|---|---|
| Starts with a tool: “we need a chatbot” | Starts with the decision or process it should improve |
| A pilot nobody owns | A use case with a named business owner and a measure of success |
| An impressive demo | A measured result in your own environment |
| Shadow AI: staff using unapproved tools | Approved tools, clear rules and trained people |
| Compliance bolted on at the end | Risk class and controls decided before anything is built |
| A one-off project that goes stale | A register and roadmap that keep improving |
An AI use case register is the single list of every AI use case your organisation runs or plans, from a chatbot a team signed up for last month to a forecasting model in production. Without it, prioritisation is guesswork, governance has nothing to govern, and EU AI Act classification cannot start: you cannot classify AI you have not listed.
A register does not need special software. A well-designed spreadsheet or SharePoint list is enough to start, as long as someone owns it and it is reviewed on a schedule.
Not every AI idea deserves a pilot. We score each use case on business value and feasibility, add its risk class, and plot the results so leadership sees the order of play on one page.
The EU AI Act takes a risk-based approach: the more harm an AI use case could do, the stricter the rules. That makes classification the first job, and it is the reason the register comes first. Our EU AI Act readiness work helps you list, classify and prepare, in plain language.
Reviewed October 2026. General information, not legal advice. The timetable has already changed once, so confirm current dates and obligations with your legal advisers. Primary sources: Regulation (EU) 2024/1689 on EUR-Lex and the European Commission’s AI Act overview.
Good AI governance is not a policy document that sits in a drawer. It is a loop: decide the rules, classify each use case, put controls in, keep a human in charge, watch what the system does, and learn from it. We design that loop so teams can move faster with confidence.
Acceptable use rules, approved tools, named owners and a clear route for new ideas, written so people can follow them.
Access controls, data privacy frameworks and guardrails that keep AI deployments within regulatory, ethical and enterprise security standards.
AI observability: tracking model behaviour, prompt performance, token costs and output quality across production AI systems, with an audit trail.
An AI roadmap turns a ranked list into a plan your people can deliver: what happens now, what is next and what comes later, across use cases, governance, skills and platform. We keep it to one page.
| Lane | Now | Next | Later |
|---|---|---|---|
| Use cases | |||
| Governance | |||
| People & skills | |||
| Platform & data |
Most organisations recognise that artificial intelligence is no longer optional: knowing where to start, which tools to prioritise, and how to build genuine internal AI capability is an entirely different challenge. Generic AI strategies rarely survive contact with operational reality. RhibusTech’s AI consulting practice bridges that gap: we work directly with leadership and operational teams to identify high-value AI use cases, define a prioritised AI strategy and roadmap, embed responsible AI governance and security controls from the outset, and equip your people with the hands-on skills they need to work effectively alongside the most powerful AI tools available today.
Straight answers to the questions leadership teams ask us most about AI strategy, use case registers and the EU AI Act.
An AI use case register is a single, maintained list of every AI use case your organisation uses or plans: what it is for, who owns it, what data it uses, how it is classified for risk, what value it should deliver and where it stands (idea, pilot, production). It is the foundation for prioritisation, governance and EU AI Act readiness, because you cannot classify or control AI you have not listed.
We score each use case on business value and feasibility (data, technology, skills and time to value) and add its risk class. Plotting the results shows which ideas to do first, which are strategic bets that need groundwork, which are quick wins and which to park. Every prioritised use case gets a named business owner and a measure of success.
AI hype starts with a tool or a demo. Business value starts with a decision or process that matters, a named owner and a measurable result, and it ends in production with the right controls. We help you tell the two apart before money is spent.
It can apply if you develop AI systems (providers) or use them in a professional context (deployers), including organisations outside the EU when the output of an AI system is used in the EU. The obligations depend on the risk class of each use case, which is why a register and classification come first. This is general information, not legal advice.
The Act sorts AI use into four tiers: unacceptable risk (prohibited practices), high risk (strict obligations, for example in recruitment, credit scoring and education), limited risk (transparency duties, for example chatbots and AI-generated content) and minimal risk (no specific obligations).
They phase in. Prohibited practices have applied since 2 February 2025 and most transparency duties from 2 August 2026. A 2026 amendment postponed the high-risk obligations to 2 December 2027 for stand-alone systems and 2 August 2028 for AI built into regulated products. Dates have changed before, so confirm the current position with your legal advisers.
Typically: use case discovery workshops, an AI use case register with prioritisation, an AI roadmap, governance and security design, EU AI Act classification support, hands-on training and, where needed, fractional CTO guidance. Every engagement is tailored to your organisation.
Yes. Our team is spread across Ireland and Dubai, and site visits are possible in both, subject to availability.
Yes. The first consulting call is free and lasts 60 minutes, and we reply to every enquiry within 48 hours.
Tell us where you want to go. Your first 60-minute consultation is free, and we reply to every enquiry within 48 hours.