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Agent example / Intake & routing

AI intake automation: from new inquiry to reviewed handoff

An intake agent can help prepare a request for the person deciding what happens next. Start with one inbox or form: summarize the inquiry, identify missing details, suggest an owner, and draft a response for review.

This is an illustrative implementation pattern for professional-service teams, not a completed client project or a ready-made product. Client acceptance and customer commitments remain with an authorized person.

What comes in and what comes out

The input is a new inquiry plus the sources your team permits the workflow to use, such as an approved intake checklist and relevant contact record. The output is a reviewable handoff containing:

The workflow should distinguish what the sender actually said from what the system inferred. A requested deadline is not an accepted deadline.

  • A concise summary tied to the original request.
  • Details supplied by the sender and required information still missing.
  • A proposed recipient or owner, based on agreed routing rules.
  • A draft acknowledgment or request for clarification.
  • Proposed record changes, shown separately from the message.

Example: the request is missing important details

An inquiry asks whether your team can take a project next week but does not specify the scope. The agent could summarize the request and draft a question using your approved intake checklist. It should not promise availability or invent the missing requirements.

If the contact matches more than one record, the workflow should flag that ambiguity. Staff can choose the right record before any update is saved.

Set the approval boundary

Reading an inquiry does not authorize accepting the work. For a reviewed first version, a staff member approves the outgoing message and any change to the customer record.

Treat attachments and messages as information to evaluate, not instructions that can expand the agent's permissions. A request to bypass review should not change the approval policy.

Test the awkward cases

Include an incomplete submission, an existing customer with a new email address, a duplicate request, a message outside your service scope, and an unavailable CRM connection.

For each case, define the expected result: prepare a draft, request clarification, flag a duplicate, or stop for a person. If the message is approved but the record update fails, show which step completed and which still needs attention.

Measure the handoff, including corrections

Compare handling time, routing corrections, unresolved requests, and missed inquiries. Include the time staff spend checking summaries and repairing records. Faster routing only helps if the right person receives reliable context.

Discuss the workflow

Discuss an intake implementation or review the implementation service and its scope.

Common questions

Does this replace our form or CRM?

Not necessarily. Review the current tools, available connections, licensing, and permissions first. The integration approach depends on what your account supports.

Can it accept a new client or give professional advice?

That is outside this example. The workflow prepares administrative information and drafts. Client acceptance, professional judgment, and commitments stay with the responsible person.

What should we prepare for a scoping conversation?

Describe the intake channel, required fields, routing rules, and approval owner. Share a description through the public form; arrange an appropriate method for reviewing actual customer material separately.

Keep exploring

Next step

What would you put an agent to work on?

Tell us about the work, the tools involved, and the decisions that need a person.