The work this solves.
The same business state lives in several places. People are unsure which record to trust, how access should work, or what happens when an integration fails. Adding another dashboard rarely fixes that on its own.
What the project can include.
AiXCEL connects the business workflow to the implementation. We agree on the first useful outcome before expanding the scope.
- A process map, entity model, and clear source of truth
- Roles, permissions, and approval responsibilities
- A bounded first interface or operational workspace
- Integration contracts and a plan for failures and recovery
- Acceptance criteria and a phased implementation plan
The checks matter.
Acceptance is based on the agreed workflow. Useful tests include:
- Trace one record from its source to the interface and back.
- Confirm an unauthorized role cannot see or change protected records.
- Test the handoff when a dependent system is unavailable.
A sensible first scope.
Start with one team and one operational loop, then expand from observed use.
Who this fits.
Teams combining CRM, delivery, reporting, and approvals across a growing collection of tools.
What happens before you quote?
We review the workflow, its owners, the tools involved, and the access needed. The proposal defines the scope, assumptions, responsibilities, and acceptance criteria.
Do we have to replace our current tools?
Often the first improvement can use existing platforms and APIs. Tool changes are considered when the current setup cannot meet the agreed requirements.
What happens after handover?
Documentation and an operating checklist are part of the agreed delivery. Ongoing monitoring, improvements, and support are scoped separately.
Can the AI send messages or change records on its own?
External actions need explicit authorization and tested rules. Drafting, review, and execution are separate steps when the decision has consequences.