Start with a defined trigger
Finance selects a material variance for business-owner review.
Finance & planning
Budget Owner Review:
Budget Owner Review:
the workflow in practice.
Budget variance-to-owner question pack
FROM INPUT TO HANDOFFA clear job
Explore the architecture behind the pattern ↗
A clear job
for every step.
This is a proposed workflow pattern. We confirm data access, permissions, integration options and review ownership with your team before implementation.
Keep budget versions, commitments and actuals distinct. AI must not substitute an invented explanation for owner confirmation.
Assemble the right context
Collect approved actuals, the relevant budget version, account definitions and documented planning assumptions.
Perform the bounded task
Prepare a concise question pack showing the movement and the evidence needed to explain it.
Review before taking action
Finance verifies the figures and the budget owner confirms the operational explanation. Forecast changes require normal approval.
Deliver and record the result
Record the accepted explanation and route any agreed forecast revision through the planning process.
Build an improvement loop
around real work.
Measure vague replies, unsupported explanations, preparation time and time to an accepted planning decision.
Keep the input, relevant context, review decision and final result connected. When a reviewer corrects something, use that evidence to improve the instructions or integration, then validate the change against representative cases.
CHOOSE THE RIGHT SUPPORTBuild it. Build with us.
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.
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 ↗Work through it together.
Get everything in DIY, three months of workshops, weekly team sessions and direct implementation coaching.
Explore guided implementation ↗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 WORKWhere is your team
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.