Current friction
Where work stalls, duplicates, waits, or loses context.
Use Case
Finance Reporting redesigned for people, systems, and AI.
Finance reporting is a strong AI candidate when inputs, checks, approvals, and evidence are visible before the report is drafted.
What We Assess
Decision owner
Who can decide, approve, escalate, or stop the work.
Transfer output
The map, rules, and notes the team can use after the scan.
The Pattern
Finance Reporting has repeatable patterns.
Reporting drag hides in late inputs, unclear review ownership, and missing evidence. We redesign the flow so AI can prepare checks while people keep sign-off.
Before
After
Trigger Handoff Decision
What Changes
Visible work
Recurring steps and exceptions become clear enough to improve.
AI boundaries
Decisions sit at the right point, and AI stops where judgment is needed.
Reusable handoff
Context moves with the work instead of being rebuilt each time.
Transfer notes
The team gets the logic and ownership model.
Redesign Surface
Breaks todayRedesigned patternOutput
Finance Reporting
Late inputs, manual reconciliations, and approval questions arrive too close to the deadline.
Inputs, checks, evidence, AI-prep steps, and sign-off moments sit in a named reporting flow.
A reporting map with owners, gates, source checks, AI-prep points, and transfer notes.
BeforeFragmented inputs and unclear owners.
Work moves by memory, meetings, and side-channel context.
Each cycle rebuilds the same explanation.
AfterRecurring steps, decisions, and exceptions are visible.
The right actor owns the right part of the flow.
The team receives rules and notes for the next cycle.
Operational Rule
Make the recurring work
visible first.
A workflow is not ready for AI until decisions, exceptions, ownership, and stop conditions are visible.
Scan this workflow.
Bring this workflow as the first surface. We will map the current state and define where AI can safely help.
Book a workflow scan