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Customer messaging

Intercom
Managed AI Workflows.

Prepare conversation handoffs with the customer's actual question, relevant product context and a clear next owner.

THE OPPORTUNITY

Start where the work
gets held up.

A conversation transferred between support and sales can lose its original purpose. AI needs to preserve intent without inferring consent or buying readiness.

Help the receiving team act on a verified handoff instead of repeating the conversation.

A WORKFLOW WORTH EXPLORING

Conversation handoff summary

An operator selects a conversation for transfer to another team.

Draft a summary of the request, what has been answered and what remains open. Suggest a destination with a stated reason.

WHERE JUDGMENT BELONGS

Make the review point explicit.

The operator verifies intent, sensitive details and routing. The next owner confirms the handoff.

Work within the real constraints.

Confirm messaging permissions, audience rules and existing automations. A service inquiry must not silently become a marketing enrollment.

Success needs
a useful measure.

Measure repeated questions, incorrect routing, unsupported intent claims and time to ownership acceptance.

Before expanding the workflow, compare the result with the current process. Include review effort and exceptions in that comparison so the improvement reflects the team's actual experience.

Read the implementation guide ↗
CHOOSE THE RIGHT SUPPORT

Build it. Build with us.
Or have us manage it.

The workflow stays centered on your business. The engagement determines who learns, implements and operates it.

DIY

Your team owns the build.

Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.

Explore the $2,500 package ↗
DFY

We manage the foundation.

Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.

Explore managed delivery ↗
START WITH YOUR WORK

Where is your team
doing too much by hand?

Bring a process, a bottleneck, or an idea. We'll help you decide what to automate, what to keep under human review, and where to begin.