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Customer support

Zendesk
Managed AI Workflows.

Prepare support replies from approved knowledge and case history, with agents accountable for the final response.

THE OPPORTUNITY

Start where the work
gets held up.

A reply can sound helpful while missing an earlier promise or relying on an outdated article. That creates repeat contacts and customer frustration.

Give agents a draft they can verify quickly, with the evidence and uncertainty visible.

A WORKFLOW WORTH EXPLORING

Case-aware reply preparation

An agent requests a draft for a selected support ticket.

Draft a response that addresses the latest question and acknowledges unresolved issues. Link internal evidence for the agent's review.

WHERE JUDGMENT BELONGS

Make the review point explicit.

The agent verifies facts, tone and any promised action. Refunds, account changes and exceptions require their existing approvals.

Work within the real constraints.

Confirm roles, integration scopes and article visibility. Restricted internal notes must not appear in customer-facing text.

Success needs
a useful measure.

Measure factual corrections, edit time, inappropriate promises and repeat contact rate.

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.