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Professional services

Accounting Firms
Managed AI Workflows.

Prepare client information requests and workpaper context so accountants can spend more time on review and judgment.

THE OPPORTUNITY

Start where the work
gets held up.

Missing documents interrupt engagements, and broad requests often produce incomplete replies. AI can help ask a precise question when it has the engagement context.

Give staff a traceable preparation workflow while qualified professionals retain responsibility for conclusions.

A WORKFLOW WORTH EXPLORING

Client evidence-request preparation

An engagement team identifies an incomplete item in a defined workpaper checklist.

Draft a targeted request that identifies the missing item and explains the format or period needed without offering an unsupported accounting conclusion.

WHERE JUDGMENT BELONGS

Make the review point explicit.

The engagement owner checks accuracy, client scope and recipient before the request is sent.

Work within the real constraints.

Respect client confidentiality, engagement boundaries and access permissions. Professional judgments and filings stay within the firm's review process.

Success needs
a useful measure.

Measure follow-up cycles, wrong-period documents, preparation time and evidence that cannot be traced to the correct engagement.

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.