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 ↗Prepare close and approval work with source-linked explanations that finance can review before acting.
Finance teams spend time collecting variance evidence across entities and periods. AI can draft a narrative, but only if it can distinguish actual movements from missing data.
Make management review easier with a disciplined evidence pack rather than a confident unsupported explanation.
A finance owner approves a reporting extract for variance analysis.
Identify material movements and draft a narrative that links every numeric statement to a source. Separate known causes from questions needing investigation.
The controller reviews figures, period comparability and explanations. Unsupported causal statements are removed or returned to the budget owner.
Confirm reporting permissions, dimensions and consolidation boundaries. Sensitive financial extracts need agreed storage and access controls.
Track numeric corrections, unresolved explanations, report preparation time and reviewer effort before claiming an improvement.
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 ↗The workflow stays centered on your business. The engagement determines who learns, implements and operates it.
Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.
Explore the $2,500 package ↗Get everything in DIY, three months of workshops, weekly team sessions and direct implementation coaching.
Explore guided implementation ↗Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.
Explore managed delivery ↗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.