A technical foundation. A commercial case to prove.

An estimate, a system handover or a release review creates a concrete reason to investigate missing context. Our entry hypothesis is a paid, bounded evaluation of one software-change case, measured against the customer’s current process.

The proposed revenue model then adds optional software use and support when the findings justify continuation. No signed contracts, established demand or realised savings are claimed.

The scientific engineering assessment frames the opportunity as an evidence-grounded workflow: project knowledge informs work, versioned rules constrain it and results return for accountable review. It records implemented foundations while keeping comparative effectiveness open. The new Xbox track adds a complementary local implementation path; it is neither the whole solution nor proof of the business case.

That prospect needs testing against customer restrictions, review quality and the full cost of setup, updates and support. Component and device progress establish their respective engineering scope, not demand or a proven cost advantage. Willingness to pay, rights, operating scope and repeatable delivery still need evidence.

Evaluation and setup would generate initial revenue. Continued software use and support could generate recurring revenue. The model only becomes attractive if onboarding, AI usage, infrastructure and support leave room for a sustainable business.

Measure those costs alongside customer outcomes and compare with the tools the team already uses. Recovered time is capacity, not automatic cash savings. Pricing, funding and unit economics remain working assumptions, not published commitments.