SERVICES
Discovery finds a starting point. Engineering and operational transition turn a selected change into something the company can run. Leadership helps guide what follows.
Guide customer-owned installation and authorized four-source Microsoft discovery. Reconstruct intent chains and institutional intelligence, test economics with Finance, and support human review and verified handback.
Founder-guided installed IIC assessment
Build one separately scoped capability. Prove real inputs and outputs early, then validate performance and integration against agreed acceptance criteria.
Separately scoped implementation
Control the changeover. Stop the specified duplicate work when its replacement is accepted. Train people, observe exceptions, and hand over to a named operator.
Planned allowance, subject to acceptance
Give leaders and builders a bounded executive and architecture relationship to guide investment and design decisions. Authority and capacity are explicit.
Scope and terms to discuss
Compare outcomes and operating evidence with the starting point. Explain the difference between forecast and result before choosing the next investment.
Question-led scope
Fractional AI engineering and managed support can be discussed around a real operating need. They are not standardized subscriptions or automatic extensions of an implementation.
Before promising support, agree who operates the capability, which incidents and changes are in scope, and how the work is funded.