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Spreadsheet operations

Microsoft Excel
Managed AI Workflows.

Turn spreadsheet-based preparation into reviewed workflows with explicit formulas, source references and ownership.

THE OPPORTUNITY

Start where the work
gets held up.

Important business logic often lives in workbooks whose assumptions are undocumented. AI should expose those assumptions before suggesting changes or interpreting results.

Help teams prepare reliable review packs and identify where a spreadsheet process can be made more repeatable.

A WORKFLOW WORTH EXPLORING

Workbook exception analysis

A workbook owner submits an approved reporting copy for a defined review.

Summarize exceptions and propose explanations only where the source supports them. Flag formula inconsistencies and missing inputs for review.

WHERE JUDGMENT BELONGS

Make the review point explicit.

The workbook owner validates calculations and interpretations. Changes to formulas or source data require explicit approval.

Work within the real constraints.

Confirm workbook sensitivity, macros, external links and version ownership. Do not run untrusted macros or silently alter a financial model.

Success needs
a useful measure.

Measure missed discrepancies, unsupported explanations, review time and errors introduced by proposed corrections.

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.