Each phase must earnthe next.

2026 to 2031, in four stops:

1. 12026–27 · Decision workspace. One interface, evidence, model routing.
2. 22028 · Enterprise control plane. Memory, policy, capability graph.
3. 32029–30 · Action network. Agent collaboration, marketplaces, outcome pricing.
4. 42031 · Ambient organisational OS. Continuous identity, multimodal devices.

It starts with one real decision, in eight weeks. Not a roadmap. A working decision on a real question in a real company, with the numbers measured, not promised. If the numbers are bad, we stop.

Evidence allows investment.

Got one real decision on your desk?

Stefaan Maene

Operator and builder. Runs a €100M+ multi-brand business across three regulated markets. Builds his own tooling.

Work with me