A pilot that never moves on
Works on carefully selected examples, runs alongside real work and has no owner. No one knows who approves, and no one adjusts it when the process changes.
Our approach: scoping, onboarding, management and expansion
About this source
Gen8
Source: Our approach: scoping, onboarding, management and expansion
Managed AI service for SMEs. We set up, connect and manage; you stay in control.
© 2026 Gen8 VOF · Dutch Chamber of Commerce 92978789 · Delft
Approach
Four phases, and we take the work off your hands
Gen8 operates as a managed service. We start with scoping, then bring the first use cases live and continue managing and improving them. Each phase has a clear result and a go/no-go decision.
- Scoping first, then a proposal
- Go/no-go at each phase
- Processing in the EU
Why this approach
AI applications fail at predictable points
A demo convinces, then it turns out no one can take over the work: permissions are wrong, exceptions are more numerous than expected, or no one is assigned to approve. And as soon as a process or system changes, an unmanaged workflow becomes outdated.
That is why we work in four phases with a go/no-go decision between them, and stay involved after launch. You decide at each phase; we make sure it works and keeps working.
Around 3 days
Scoping
We map and prioritise your goals: which processes take most time now, where the value lies and where to begin. For each goal, we record the intended result, the boundary, how we measure it and what counts as success.
Onboarding
We connect the systems needed, such as CRM, ERP, finance, telephony and email. We record your organisation's context: offering, working methods, agreements and who decides what. We then bring the first use cases live, with approval where required.
Management and iteration
We monitor and maintain the workflows and adjust them based on what happens in practice. We introduce changes in manageable steps. As your process changes, AI grows with it and we safeguard quality.
Expansion
Once the foundation is in place, we keep building: new integrations, workflows and agents. We reuse what is reusable and configure separately what differs between teams.
↻ each phase ends with a go or no-go
Boundaries
What we never do at any phase
Apart from scoping, we do not quote a timeline before we know your goals and systems. We do not launch a workflow that writes to your systems without approval when consequences are significant. And if fixed rules work better and cost less, we do not build the process with AI; we say so.
We do not publish customer results without their permission. Figures on this site have been approved for release or do not appear.
How long does a phase take?
Scoping takes around three days. We give a timeline for onboarding and later phases after scoping, once we know your goals and systems.
Can we start with scoping without committing to more?
Yes. Scoping has its own result: prioritised goals, each with an intended outcome and boundary. You then decide whether and how to continue.
What happens if something turns out not to work after onboarding?
We adjust it or stop at the go/no-go point. You keep what has been documented and know why it is not a fit.
Who manages workflows after launch?
We do. Gen8 operates as a managed service: we monitor, maintain and adjust. We agree resource ownership, access and a workable exit upfront, so you are never locked in.
Does our team need to learn to build?
No. Your team learns to work with it and knows where approval is needed. We handle setup, integrations and upkeep.