ILLUSTRATIVE STUDY 01 / ACCOUNTS PAYABLE
Invoice exception resolution
A finance team receives invoices across channels, manually checks documents against purchase orders, and resolves mismatches through email.
THE PROBLEM
Context scattered across systems
Supporting records, approval history, and exception ownership are difficult to assemble consistently.
THE SYSTEM
One governed exception flow
Capture documents, validate fields, compare records, classify exceptions, collect context, route approvals, and log resolution.
MEASURE
What success would track
Manual touches, exception cycle time, unresolved backlog, first-pass match rate, and percentage requiring escalation.
ILLUSTRATIVE STUDY 02 / CONTROLLERSHIP
Month-end close coordination
A controllership team manages tasks in spreadsheets, follows up across departments, and discovers reconciliation breaks late in the close.
THE PROBLEM
Status depends on manual chasing
Owners update work inconsistently, supporting evidence lives in different locations, and material issues surface late.
THE SYSTEM
Continuous close visibility
Trigger tasks, collect schedules, compare balances, identify breaks, route issues, preserve evidence, and assemble readiness reporting.
MEASURE
What success would track
Close cycle time, overdue tasks, late adjustments, unresolved breaks, manual status requests, and review turnaround.
ILLUSTRATIVE STUDY 03 / FP&A
Variance investigation and reporting
Analysts repeatedly assemble actuals, identify material movements, request commentary, and rebuild similar management narratives.
THE PROBLEM
Analysis begins after assembly
High-value finance time is consumed collecting, formatting, and coordinating information before interpretation begins.
THE SYSTEM
Evidence-linked investigation
Combine plan and actuals, surface material changes, trace drivers, request owner context, and draft a review-ready explanation.
MEASURE
What success would track
Preparation time, commentary turnaround, investigated coverage, source traceability, revision cycles, and reporting timeliness.
Verified client case studies should replace or supplement these examples only after ArcGrid has permission to publish the real scope, organization context, and measured results.