FDE.AI
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Example case · SaaS

Turning sales operations into an actionable agent workflow

Sales data and customer context were fragmented across operational tools.

LLMCRMWorkflow

The context

Sales data and customer context were fragmented across operational tools.

How the FDE engaged

The work began with field interviews and workflow mapping, then built an auditable data and collaboration path around critical decisions. The FDE worked with business owners, frontline users, and the technical team to define a minimum useful release and iterate through real use.

Delivery outcome

Weekly operating preparation fell 60%, with same-day exception detection.

What carries forward

Strong delivery is not bringing a preset solution to a customer. It is putting technical judgement and field judgement into one operating rhythm.

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