Workflow engineering / Case study

AI LeadRouting.

From incoming enquiry
to a clear next step.

Explore the workflow
Conceptual illustration of a metallic junction with three continuous blue routing channels, not a technical workflow diagram.
n8n HubSpot Slack

01 / The brief

A better handoff
starts at intake.

An inbound request needs more than a place in the CRM. It needs context, a destination and a visible next step.

I built an n8n workflow to validate and qualify incoming leads, route requests by intent and urgency, update HubSpot and bring the right context into Slack.

Artur GurunyanWorkflow design & integration

02 / Follow the flow

One request.
A connected workflow.

Explore the four stages, from initial validation to the team handoff.

01 / INTAKE

Start with
usable information.

The workflow receives the enquiry, normalizes its fields and checks that essential contact information is available before continuing.

  • Field validation and normalization
  • Duplicate lookup using contact details
  • Manual review for incomplete requests

An incomplete request has a review path instead of an automatic CRM write.

02 / QUALIFY & ROUTE

Give the request
a direction.

AI qualifies the enquiry by intent, urgency and priority. Routing rules turn that context into a destination for the appropriate team.

  • AI-assisted request classification
  • Rules-based team routing
  • Human-review fallback

AI classification and routing rules work together in the handoff.

03 / SYNC THE CRM

Keep the context
with the contact.

HubSpot receives the contact information and qualification context so the team can pick up the request with a useful record.

  • Contact lookup and CRM updates
  • Qualification context in HubSpot
  • Possible duplicate flags for review

Duplicate checks support review; they do not automatically merge contacts.

04 / NOTIFY & FOLLOW UP

Make the next
step visible.

Slack alerts bring the enquiry context to the team. A follow-up check flags records that still need an owner, with error alerts for issues that need attention.

  • Contextual Slack notifications
  • Assignment follow-up alerts
  • Error visibility and workflow logging

The follow-up checks assignment, not whether a customer has received a reply.

This is a simplified overview. Client details and internal configuration are omitted.

03 / The safeguards

The details
behind the flow.

The handoff also needs a plan for incomplete data, possible duplicates and exceptions.

01

A human review path

Requests with missing contact details move to review rather than creating incomplete CRM records.

02

Duplicate awareness

Contact lookups and possible-duplicate flags help the team review existing records.

03

Visible exceptions

Logging, error alerts and assignment checks make follow-up part of the workflow.

04

A maintainable handoff

Workflow documentation supports testing, maintenance and future changes.

Built by Artur Gurunyan / ArtoBuilds

Your next workflow,
thought through.

AI automation / CRM integration / Workflow engineering