WORKFLOW GUIDE / LEAD INTAKE
A new inquiry should not become another copy & paste task.
Lead intake automation moves the useful details from an incoming request into a place your team can review. AI can help interpret unstructured text, while the workflow handles routing and recordkeeping.
One inquiry, one reviewable brief
- Receive: an inquiry arrives through an approved business form or source.
- Structure: extract the requested service, location, timing, and missing information from the supplied text.
- Organize: create or update one internal record, with a link or reference to the original request.
- Review: an authorized person checks the details and chooses the next action.
The exact trigger, action count, and connected apps are agreed during scoping. AI is optional. Consistent form fields may only need ordinary rules and field mapping.
A concrete example
SYNTHETIC EXAMPLE · NOT A CUSTOMER RESULT
The incoming inquiry
“Could you quote a spring cleanup in Blue Bell? We need the front beds cleared, fresh mulch, and two small shrubs trimmed. Weekday mornings work best.”
The internal brief
- Request: spring landscaping cleanup.
- Location supplied: Blue Bell.
- Scope: beds, mulch, and two shrubs.
- Availability: weekday mornings.
- Needs review: street address, contact details, property size, and requested date are missing.
No estimate, appointment, or customer reply has been generated or sent. The brief describes only the sample input, not an accepted job.
Safeguards belong in the workflow
- Keep the source: retain an appropriate reference so a reviewer can compare the summary with the original.
- Handle duplicates: use a stable source event ID when available, so retrying the same event does not create another lead. Similar-looking inquiries are flagged for review, not silently merged.
- Show uncertainty: missing dates, ambiguous locations, and low-confidence classifications stay visible. Do not invent the details.
- Make failures visible: a failed step should surface for review, rather than report success. Retry behavior, ownership, and notification methods must be agreed and tested.
- Keep a person in control: the free pilot does not send automatic customer responses or make pricing and scheduling commitments.
These are design requirements for a proposed build, not a claim that an integration is already operating. Testing uses synthetic or otherwise approved low-risk data before any real inquiry is processed.
What is needed to assess fit?
Describe where inquiries arrive, where the team wants to review them, how often the task repeats, and what a successful internal brief should contain. Do not send actual customer records, account passwords, or sensitive information in the application.
The first build works best when it addresses one intake source and one clear review process. See the free pilot’s scope and eligibility before applying. If the real bottleneck is recurring summaries rather than incoming requests, consider weekly reporting automation.