Most businesses are tool-rich and process-poor. They hold subscriptions to half a dozen AI products, yet the core work of the business, the actual doing, still runs on manual spreadsheets and fragmented email threads. The gap between owning the tools and changing how the work happens is where almost everyone gets stuck, and closing it is less about enthusiasm than about honesty regarding where you stand today.
This assessment is a way to bypass that analysis paralysis. Read each of the four pillars below, decide which level describes your business most accurately, and the pattern of your answers will point you at the path that fits. The goal is not to talk you into the largest engagement. It is to find the shortest route to a result you can actually use.
The four pillars
1. Process documentation
How well defined are the manual tasks you want to replace?
- Level A. You have written standard operating procedures and clear, step-by-step logic for the work.
- Level B. You know how the work gets done, but it lives mostly in people's heads or scattered across chat.
- Level C. The process changes every time and you have not yet standardized the workflow.
2. Data accessibility
Is your business data structured and reachable through an API or central storage?
- Level A. You use modern tools such as HubSpot, Stripe, or Zendesk, with open APIs.
- Level B. Most data is in the cloud, but you have a few legacy silos or messy spreadsheets.
- Level C. Data is trapped in local files, physical documents, or very old software.
3. Urgency and scope
What is your primary goal for the next thirty days?
- Level A. Solve one specific, high-impact bottleneck, such as automated lead triage.
- Level B. Map a full AI roadmap across the whole company before committing to a build.
- Level C. Build a bespoke, proprietary system or a multi-system ecosystem.
4. Maintenance capacity
How will you handle these systems once they are live?
- Level A. You want a partner to monitor, maintain, and keep improving them.
- Level B. Your internal team can manage basic upkeep if it is documented properly.
- Level C. You have not yet thought about what happens when an API or a model changes.
Reading your result
Now look at the shape of your answers rather than any single one. A run of B answers usually means you are ready to plan but not yet to build, which is the Audit. A run of A answers means your processes and data are in good order and you are ready to ship, which is the Sprint. If your goal landed in the deep end, with proprietary systems and multiple integrations, that is Custom territory. And the maintenance question is the one most people skip, which is exactly why the retainer exists.
| Where you landed | The path | Investment |
|---|---|---|
| Mostly B | Tactical AI Audit | €1,999, three days |
| Mostly A | AI Sprint | €4,999, five days |
| Complex, multi-system | Custom build | from €10K, scoped |
| Focused on upkeep | Operations Retainer | from €2,500 / month |
Why doing matters more than thinking
The reason this assessment is framed around action is that the market has a quiet problem. Nearly nine in ten organizations now use AI in some form, yet very few have actually redesigned the way their work gets done. Most teams are simply using AI to perform the same manual tasks a little faster. Real automation, the kind that lets you cut overhead or multiply output, asks for a more fundamental shift in how the work happens, and that shift is the thing a readiness check is really measuring.
The danger of automation decay
A common and expensive mistake is to build an automation and assume it will run forever. Models update on their own schedule, APIs change, and your business outgrows what was built for it last year. Unmaintained automations do not fail loudly. They degrade quietly until they break at the least convenient moment, which is why the maintenance pillar carries as much weight in this assessment as the readiness to build in the first place.
The anti-consultancy approach
We are built by people who have founded companies, raised capital, and learned the hard way where time and money leak out of a business. So we do not upsell and we do not pad timelines. If your problem can be solved with a simple spreadsheet and a well-configured Zapier workflow, that is exactly what we will tell you. If we cannot help, we will say so on the first call and, where we can, point you toward someone who can. Every build is handled by a senior team that understands both the technical and the commercial side of the decision, and none of it is offshored.
Wherever the assessment placed you, the next step is small and concrete rather than grand. Pick the path that matches your answers, start there, and let the result earn the next move.