Operating model review
Best when you need to decide what should be shared across domains, what should stay separate, and where the first product surface should land.
Review engagement modesSupport
This is the handoff point for the site. Use it when the real question is about platform scope, AI integration, service boundaries, or the implementation path that fits the team behind the product.
Best when you need to decide what should be shared across domains, what should stay separate, and where the first product surface should land.
Review engagement modesUseful when AI, auth, workflow, data contracts, or support operations are starting to sprawl across products.
See the operating principlesStart with notes and briefs first, then move into delivery planning once the problem statement is precise enough.
Open resourcesEngagement
Used to define product scope, domain boundaries, service ownership, and what should be reused across the stack from the start.
Used when a team already has working systems and needs a clear decision on what should connect, move, or be separated into a shared layer.
Used when the next step is a production-ready delivery plan covering UX surfaces, API contracts, deployment, and the support model behind them.
FAQ
Teams with multiple product surfaces, repeated operational work, or growing pressure to share AI, auth, or data logic across domains.
No. The better path is usually to decide what can be reused, what should be wrapped, and what truly needs a fresh service or interface.
Start where the business is losing the most clarity. Sometimes that is the customer-facing surface, and sometimes it is the service layer or support workflow behind it.