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Business applications

Microsoft Dynamics 365
Managed AI Workflows.

Connect service and sales information into reviewed work across your Dynamics environment, guided by its actual data and ownership model.

THE OPPORTUNITY

Start where the work
gets held up.

A service escalation can cross teams while the account history stays fragmented. AI summaries need to preserve the distinction between a recorded fact and an unresolved report.

Prepare an escalation packet that helps the right person act without reconstructing the case from scratch.

A WORKFLOW WORTH EXPLORING

Customer escalation preparation

A service owner flags a case for cross-team review.

Build a chronology, identify open questions and draft a recommended internal handoff with supporting references.

WHERE JUDGMENT BELONGS

Make the review point explicit.

The case owner verifies the chronology and commitments. A responsible manager approves escalation and any change to customer expectations.

Work within the real constraints.

Identify which Dynamics applications and environments are involved. Confirm security roles, data boundaries and integration behavior before connecting records.

Success needs
a useful measure.

Track preparation time, incorrect statements, rejected handoffs and time lost to additional information requests.

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.