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Document operations

SharePoint
Managed AI Workflows.

Use controlled document context to prepare answers, review packs and metadata suggestions for your team.

THE OPPORTUNITY

Start where the work
gets held up.

Large libraries accumulate duplicate files, outdated versions and inconsistent metadata. AI needs the authoritative version and the user's permissions to produce dependable assistance.

Help staff find and review the right documents without flattening access controls or publication status.

A WORKFLOW WORTH EXPLORING

Document intake and classification review

An owner submits a new document to an approved intake library.

Suggest a document type, descriptive metadata and missing information. Reference the passages supporting important classifications.

WHERE JUDGMENT BELONGS

Make the review point explicit.

A document owner approves classification and access placement. Retention and sensitivity decisions follow the organization's existing authority.

Work within the real constraints.

Confirm library permissions, versioning and policy controls. Classification assistance must not broaden access or overwrite an authoritative version.

Success needs
a useful measure.

Measure metadata corrections, misclassified sensitivity, retrieval usefulness and time spent resolving duplicate or incomplete documents.

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 ↗
CONNECTED OPPORTUNITIES

Document Intake Classification

Prepare incoming documents for the right queue with clear classification and missing-information checks.

Explore this solution ↗

Document Version Comparison

Prepare a readable account of changes between document versions, with direct references to the affected text.

Explore this solution ↗
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.