← BackILLUSTRATIVE CASE · DRAFT
From scattered AI pilots to an operating model with consequence
Illustrative draft: a technology services enterprise with more than twenty automations and no shared definition of value.
From
CONNECTED ENTERPRISE MODELThe portfolio did not need more use cases. It needed to distinguish savings, capacity, quality and new value creation.
Nexora Cloud is a fictional placeholder name
This scenario is published to develop the case structure. Name, facts and outcomes must be replaced or approved before it is cited as real client work.
The system tension
Teams reported hours saved but retained the same staffing, queues and controls. Several pilots depended on hidden human review, and no forum could compare benefits across functions.
What would change the system
Provisional workstreams to replace with the real scope.
- ✓ Inventory workflows, decisions and benefit mechanisms
- ✓ Classify initiatives through the AI Leverage Ladder
- ✓ Define human review and risk controls
- ✓ Create stage gates for evidence, funding and scale
Evidence that would require verification
Placeholder outcome: a smaller portfolio with accountable benefits and a governed path from assistance to operating-model redesign.