Industry constraints change the scope, not the offer
Vertical Edge AI implements bounded workflows for operations-heavy teams. In regulated or sensitive-data settings, the selected workflow may require deeper data, review, retention, and evidence boundaries. The capabilities remain industry-neutral; industry names identify focus areas, not five ready-made vertical solutions.
Clinical-documentation candidates where approved records, provider relationships, retention, and human review would shape the implementation.
Research and document-workflow candidates where firm-defined safeguards, recordkeeping, provider relationships, and review authority would shape scope.
Claims and adjuster-support concepts. Any capability, control, and validation would require a separately scoped engagement.
Document-review and drafting candidates where customer-selected counsel, handling rules, and final approval authority would define the boundary.
Accommodation and drafting concepts. Consent, retention, human review, and implementation remain future engagement questions.
Outside these five, the same test applies: one workflow with visible friction, a named owner, usable systems or data, and authority to change the process.
Four questions enter the scope
Framework names may inform these questions. They do not establish certification, control satisfaction, legal advice, or provider authorization.
What work changes?
Define the trigger, current path, exceptions, owner, and acceptance criteria.
What information moves?
Identify sources, permitted handling, access, retention, and recordkeeping needs.
Who makes the decision?
Name the approvals, exceptions, stop conditions, and final release authority.
What must remain inspectable?
Agree on the operating record and any execution evidence the selected workflow requires.
Start with the workflow, then scope the constraints
The Workflow Opportunity Map covers one workflow, typically in two to four weeks with the schedule confirmed before work begins. Every engagement is quoted case by case, and you keep all five deliverables.
How constraints change scope→