SaaS scale-up, operations and data
The fleet that had to become manageable
BeforeSix agents had been built quickly. Costs were rising, errors were hard to trace and data stayed scattered.
AfterThe fleet is centralized, triggers are clarified and feedback loops surface errors for continuous improvement.
The error rate drops, costs become readable and the team knows where to act.
CIO, multi-entity group
The CIO who wanted control back
BeforeSeveral teams had launched their own agents. Access, logs and responsibilities were not consistent.
AfterThe diagnosis resets the fleet: inventory, dependencies, costs, risks, validation rules and architecture path.
Governance becomes readable again: every agent has an owner, a trace and a reason to exist.