From isolated AI tools to a connected workflow
An AI subscription alone does not connect your enquiries, customer records and delivery processes. Integration makes the workflow usable: it gives the agent the right information and a controlled way to pass its work to the next system.
We map the process first. That includes where information originates, who owns it, what access is available and what must happen when a system is unavailable.
What we assess before building
We review the APIs and permissions your systems actually provide. Integration scope depends on those capabilities, data quality, security requirements and the outcome you want.
- CRM and lead intake workflows
- Marketing and reporting data flows
- Business knowledge retrieval
- Document intake and classification
- Approval queues and exception handling
Implementation with a measurable handover
The pilot uses representative cases and agreed acceptance criteria. We test failure handling, duplicate submissions and permissions as well as the successful path.
You receive workflow documentation, ownership rules and an operating plan. Ongoing agent management can be scoped separately or included in the partnership.