Automated intake and response for a service operation
A workflow that captures, classifies, and routes inquiries, with human review for cases requiring judgment.

What needed to change.
Phone, form, and email inquiries arrived continuously and response depended on whoever was available.
Why it was not simple.
Communication was reputation-sensitive, so automation needed clear review paths, reliable routing, and exception handling.
The work behind the outcome.
- Automated intake capture, classification, and routing
- Brand-appropriate first-response workflow
- Integration with scheduling and record-keeping tools
- Escalation for non-routine or higher-risk messages
How the solution fits together.
An illustrative interface concept, not a screenshot of the production system. Details and labels are representative.
What changed.
Every inquiry receives a same-day response
The team works from a prioritized queue rather than an unsorted inbox
The pattern can support later automation phases
Outcomes are stated qualitatively by design — client names and specific figures are shared in conversation, with permission.
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