Record-to-Report
Financial Reporting Agent
Builds the close package: P&L, margin analysis and board-ready commentary.
AI Impact
61%
Less time on data gathering
33%
Faster monthly close
18 min
Report assembly vs 2.5 days
Key Capabilities
Report Generation
Compiles consolidated P&L, balance sheet, and cash flow
Commentary Generation
Auto-generates variance narratives and management commentary
IC Integration
Incorporates elimination entries into consolidated statements
Board Packaging
Produces executive summary with KPIs and trend analysis
Scenario
Wei Lin Chen, Corporate Controller
Compiling November reporting package under an 18-minute target
November close data is in — consolidated trial balance across 6 entities ready for reporting
“Compile the November reporting package — P&L, balance sheet, and cash flow”
Specialty Materials at 29.8% — below the 31% threshold. Precision Assemblies at 34.1%, down 180bps
“What are the divisional margins? Flag anything below threshold”
S$8M Precision Assemblies shortfall from ASEAN delays, S$6.2M COGS above plan from commodity spike
“Generate the variance commentary from the Variance Analysis agent root cause data”
18 minutes from trial balance to complete package — vs. 2.5 days typical for three analysts
“Generate the board summary with Q4 outlook and traffic-light indicators”

