AI sprint or consulting deck? What European agencies offer

There are three ways to buy AI help from a European agency, and most companies pick one without knowing the other two exist. The first is the assessment: a consultancy studies you and hands over a deck. The second is the bench: an engineering firm rents you a team by the hour or the month. The third is the sprint: a fixed fortnight that ends in a prototype and a fixed quote. UnyoCorp sells the third, so read the first two knowing who is writing. Each is right for somebody. The job of this guide is to say for whom.

1. The assessment deck

A consultancy interviews your teams, maps your data and processes, and produces an opportunity assessment: use cases ranked by value and feasibility, a target architecture, a roadmap. Firms such as OCTO Technology and Reply do this at group scale, and it is the right purchase when the question is where AI fits across a dozen business units, when a board needs a document to approve a budget, or when you have an engineering organisation ready to execute the roadmap yourself.

The limit is that the deliverable is a document. Nothing runs at the end. The distance from slide to production is where a great many European AI programmes are still standing.

2. The engineering bench

An engineering firm provides a team, sized to the roadmap, billed by time. Endava, with its nearshore delivery centres, and N-iX, a large engineering provider for enterprises, are built for this model, and it is right when the work is genuinely open-ended: a platform that will evolve for years, a programme that needs dozens of engineers, or a company that already knows what to build and wants capacity.

The limit is structural rather than a fault of any firm: the buyer carries the estimate. If the scope grows, the bill grows. For a first AI system with a deadline, that is the wrong risk to hold.

3. The fixed two-week sprint

A product engineering studio takes a question and a sample of your data and, in two weeks at a fixed price, returns a working prototype, an audit, a roadmap and a fixed quote for the build. Nothing is open-ended. Scope is earned, not assumed.

The limit is that a sprint answers one question, not twelve. It does not replace a group strategy and it does not staff a programme. It is the right purchase when you have one process worth automating and want to know, in a fortnight and for a four-figure sum, whether it should be built and what that would cost.

4. What each leaves you holding

The deck leaves you with a decision to make and a build to procure. The bench leaves you with a team and an invoice that tracks time. The sprint leaves you with a prototype on your own accounts, a written recommendation, sometimes not to build, and a price. Only the third can be tested by clicking on it.

5. What each costs you in risk

The deck risks being shelved. The bench risks the estimate. The sprint risks two weeks and a fixed fee, and its worst outcome is a written reason not to proceed, which as worst cases go is a good one.

6. How to combine them

Nothing stops you doing all three in the right order. A sprint can test the top use case in an assessment before the budget is committed. A bench can carry a product after a sprint and a build have proven it. The mistake is buying the bench or the deck when the real question was small enough for a fortnight.

A worked example

UnyoCorp's AI Sprint runs two weeks at €3K to €6K fixed. Week one is the audit of your data, tools and process, run by the engineers who would build the system. Week two is a prototype connected to a sample of your real data, demoed live. You leave with the audit, the prototype, a production roadmap with the architecture and model choices, and a fixed build quote valid for 30 days; the sprint fee is credited against the build if you proceed inside that window. If the fortnight shows AI is the wrong tool, the recommendation not to build is a written deliverable and the audit stays with you. The build that follows is a Product Build, 4 to 10 weeks at €15K to €45K fixed, paid 40/40/20 on milestones, with a demo every sprint and the first inside 10 business days. After launch, AI Ops owns monitoring, evals, prompt and model updates and cost control on a monthly retainer. Eight engineers in Tirana, 130+ projects shipped, clients in 10+ countries.

Mistakes to avoid

• Buying an assessment when you already know which process hurts.
• Renting a bench for a project that has a deadline and a fixed budget.
• Treating a sprint as a strategy for the whole group.
• Comparing a fixed price with an hourly estimate as if the risk were the same.
• Letting any of the three end without a named owner for what comes next.

Frequently asked questions

Why does UnyoCorp put the sprint first?

Because we sell it, and because for one AI system with a deadline it is the only option of the three that ends in something running. For a group-wide strategy, buy the assessment. For a programme that needs a hundred engineers, rent the bench. We say so in each section above.

Can a sprint replace an AI strategy?

No. It can test the first item on one, cheaply, before the budget for the rest is committed. Several sprints in a row are a strategy written in prototypes rather than slides, which some companies prefer.

What does a sprint cost compared with a deck or a bench?

UnyoCorp's sprint is €3K to €6K fixed, and the build it quotes is €15K to €45K fixed. We do not publish anyone else's prices; ask each firm for a fixed figure and compare what you get at the end, not the number.

If you have one process in mind and a fortnight to spare, the sprint is the cheaper way to find out. Send the brief through unyocorp.com and you will hear back the same business day.