SaaS → AI: the re-founding
Same customer, same mission — a new operating system underneath.
Signal, enrichment, and model providers powering the agent layer at the moments that matter. Partner roster to be listed.
Agencies and systems integrators who build alongside our architects, carrying the system into production with the client team. Partner roster to be listed.
Each program rebuilds one part of the growth system. Every one runs the same five-step arc, so you always know what is being drawn and why.
Same customer, same mission — a new operating system underneath.
Not a feature launch and not a migration. Product shifts from seats to agent-delivered outcomes, pricing from subscription to consumption, and the governing metric from renewal-date NRR to daily usage-decay against the Value Signal.
Keep the motion that wins the account; run product-grade UX inside it.
Strict bottom-up PLG assumes rails, buying behaviour and account shapes MENA does not reliably have. The target is hybrid: a self-serve lane for the low end, the enterprise motion for everything that expands.
One motion becomes many — new segments, new bands — without collapsing the economics.
Adding a motion or a segment is not adding headcount. Each carries its own conversion math and ACV band, and moving up- or down-market re-shapes the motion, the content, and the enablement. Measure each separately or the blend hides the truth.
Adding usage-based revenue without losing forecastability.
Consumption introduces a decay risk subscription never had. The journey adds the metering, the commitment structure, and the daily monitoring that keeps revenue predictable.
The motion survives the founder leaving the room.
Founder-led sales wins the first millions on instinct. This journey converts that instinct into a documented, coachable, repeatable system the team owns.
The unit of value shifts from a feature set to an ecosystem.
Platform value compounds one attach at a time. Each rung of the attach ladder raises switching cost and NRR.
Each one is free and built from the work we do with clients. Tools run in your browser; samples and reviews come from a partner, not a sequence.