🖥️
Best on a large screen
This Accounts Receivable executive dashboard features dense financial tables, interactive KPI panels, and multi-column charts — built for desktop and large-screen viewing.
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Accounts Receivable
Executive Dashboard · FY 2025
$496.5M
Total AR
$213.3M
Past Due AR
2.2K
Open Items
1.1K
Customers
49.4d
DSO
56.6%
Collection Effectiveness
$14.2M
Cash Collected MTD
Action View 43% Past Due
Current State Baseline
With AI Agents +$6.8M Uplift
1.1K
Number of Customers
$496.5M
Total AR
$213.3M
Total Past Due AR
2.2K
Open Items
2K
Open Debit Items
156
Open Credit Items
Customer Overview
Showing 20 of 1,100
Customer Name ↕ Cust. No. Priority ↕ Credit Util. Business Unit Open A/R ↕ A/R Due ↕ Clerk Country Credit Limit Credit Remaining
Hawkwood Electric PowerGB000192100
83%
America$17,770,000$9,405,000T. HendersonUSA$21,324,000$3,554,000
A&C ConsultancyGB00042199
93%
America$13,606,600$13,249,700T. HendersonUSA$14,668,800$1,062,200
Pyramil Construction Inc.CC97822697
64%
Europe$17,591,700$16,837,200T. HendersonFrance$27,500,000$9,908,300
AES CorporationGB00022096
50%
APAC$10,774,800$10,033,300Simon PaulJapan$21,504,600$10,729,800
Edge CommunicationsCC97822396
129%
America$11,992,207$11,245,700S. MichalczukUSA$9,288,800-$2,703,407
West JacksonGB00021696
81%
Europe$10,540,500$9,720,500T. HendersonRomania$13,050,200$2,509,700
West Textile ServicesCC97823093
179%
America$11,449,008$9,943,900A. BlagUSA$6,398,700-$5,050,308
Great MillsGB00078392
63%
Europe$10,061,700$9,705,000Henry GibsonItaly$16,000,000$5,938,300
APEX ManufacturingCC12345591
126%
APAC$12,587,360$8,768,311Henry GibsonVietnam$9,984,600-$2,602,760
General MotorsGB00093591
64%
APAC$9,683,000$8,941,100Henry GibsonRussia$15,216,600$5,533,600
Imperial ManufacturingCC97822791
84%
America$9,673,914$8,730,000Diana CovaciUSA$11,462,100$1,788,185
Edge ManufacturingCD45179690
103%
America$7,753,000$7,753,000Herry SmithUSA$7,500,000-$253,000
Beta ManufacturingGB00018489
35%
America$7,850,148$7,817,900Henry GibsonUSA$22,642,800$14,792,651
InDevGB00075887
78%
Europe$6,943,000$6,943,000A. BurnettItaly$8,844,500$1,901,500
MERRITT HOSPITALITY LLCGB00005285
42%
Europe$6,994,000$6,559,000S. MichalczukPortugal$16,803,700$9,809,700
Long PacificGB00015585
97%
America$6,706,000$6,596,000A. BlagUSA$6,943,700$237,700
Inpex HoldingsGB00085183
159%
Europe$6,587,500$5,965,000S. MichalczukItaly$4,133,800-$2,453,700
WillmartCC99099983
59%
America$12,069,500$5,899,500T. HendersonUSA$20,500,000$8,430,500
Optimal Production Co.GB00105782
70%
America$6,746,000$5,738,500T. HendersonUSA$9,657,200$2,911,200
NocartisGB00025180
77%
Europe$7,112,000$5,492,000A. Burnett———
0 selected
Collections Below Target
DSO
49.4d
↘ +22d vs best-in-class
CEI
56.6%
target 83%+
0d20d40d60d80d
DSO 49.4d
Best-in-class 26.7d
Target 40d
Past Due %
43%
High
Avg Days Delinquent
29.9d
High
Collector Coverage
100%
Baseline
On-Time Payment
57%
Low
Cash Application Manual Intensive
Auto-Match Rate
62%
↘ target 90%+
Unapplied Cash
$28.4M
5.7% of total AR
0%25%50%75%100%
Auto-Match 62%
Best-in-class 95%
Target 80%
Avg Apply Time
4.2d
Slow
Exception Rate
38%
High
Cost / Transaction
$4.20
Mid
Remittance Match
54%
Low
Disputes & Credit Watch
Open Disputes
847
↘ rising trend
Dispute Rate
8.3%
target <3%
0d10d20d30d40d
DDO 32.7d
Best-in-class 16d
Target 24d
Resolution Rate
58%
Low
Credit Exposure
$31.2M
High
Over-Limit Accounts
7
Risk
Bad Debt Rate
2.1%
Watch
AR Aging Analysis
Aging distribution · Total AR $496.5M$213.3M overdue (43%)
57%
14%
11%
9%
9%
Current (57%) $283M
1–30d (14%) $69.5M
31–60d (11%) $54.6M
61–90d (9%) $44.7M
90d+ (9%) $44.7M
America
52%
$258M
Europe
31%
$154M
APAC
17%
$84M
Dispute Reasons 847 open
Pricing Error
35%
$28.4M
Short Shipment
24%
$19.5M
Quality Issue
18%
$14.6M
Duplicate Invoice
12%
$9.7M
Early Pay Deduction
$5.7M
Other
$3.2M
🤖
AI Agent Impact — Projected State with Full Deployment
Collections AI Agent · Cash Application Agent · Dispute Resolution Agent · Credit Risk Monitor
$6.8M
Realized Value
-17.3d
DSO Reduction
4
AI Agents Active
Collections↑ Improving
DSO
32.1d
↗ -17.3d vs baseline
CEI
78.2%
↗ +21.6pp
0d20d40d60d80d
DSO 32.1d
Best-in-class 26.7d
Target 40d
Past Due %
27%
↓ -16pp
Avg Days Delinquent
11.4d
↓ -18.5d
Collector Coverage
195%
↑ +95pp
On-Time Payment
74%
↑ +17pp
Cash Application↑ Improving
Auto-Match Rate
91%
↗ +29pp vs baseline
Unapplied Cash
$4.2M
↓ -$24.2M
0%25%50%75%100%
Auto-Match 91%
Best-in-class 95%
Target 80%
Avg Apply Time
0.8d
↓ -3.4d
Exception Rate
9%
↓ -29pp
Cost / Transaction
$0.80
↓ -$3.40
Remittance Match
88%
↑ +34pp
Disputes & Credit↑ Improving
Open Disputes
412
↓ -435 resolved
Dispute Rate
4.1%
↓ -4.2pp
0d10d20d30d40d
DDO 11.3d
Best-in-class 16d
Target 24d
Resolution Rate
87%
↑ +29pp
Credit Exposure
$14.8M
↓ -$16.4M
Over-Limit Accounts
2
↓ -5
Bad Debt Rate
0.8%
↓ -1.3pp
AI Agents Driving This Value4 Active
📞
Collections AI Agent
Prioritises collector worklist daily using payment-likelihood scores. Auto-generates dunning emails and logs contacts back to ERP.
$3.2M recovered · -17d DSO
💳
Cash Application Agent
Matches payments to invoices across channels using AI. Aggregates remittance data and auto-posts straight-through payments.
$24.2M unapplied cash cleared
⚖️
Dispute Resolution Agent
Classifies disputes by root cause, routes to correct resolver, auto-generates response templates and tracks SLA adherence.
435 disputes resolved · DDO -21.4d
🔐
Credit Risk Monitor
Scores each customer by payment behaviour, flags over-limit accounts, and surfaces early warning signals 30 days ahead.
$16.4M exposure reduced
Time Period
Date Range
Company Code
Business Unit
All America Europe APAC
Payment Terms
Aging Bucket
All Current 1–30d 31–60d 60d+
Risk Score
All High Medium Low
Assigned Collector
IBM Client Zero · AR Benchmark
Working capital gain$380M
DSO reduction-18 days
Auto-match rate93%
Collector efficiency+95%
🤖 Agent Roster — Capabilities & Tools
AI agents that build and operate the CFO Dashboard, Accounts Receivable, and Procurement intelligence platforms. Each agent runs autonomously within its defined phase, with parallel execution where possible.
💼 CFO Dashboard Agents
🧠
Finance Orchestrator
Master Controller
Central coordinator for the CFO dashboard pipeline. Plans all finance agent workflows, dispatches tasks, monitors SLA adherence, and assembles the final executive report.
Task PlannerAgent DispatcherSLA MonitorReport Assembler
📥
GL Data Ingestion Agent
Data Agent
PARALLEL
Connects to ERP (SAP/Oracle) and pulls GL balances, trial balance, and cost allocations for all entities. Validates completeness and maps to chart of accounts.
ERP ConnectorGL ParserSchema MapperEntity Filter
📊
P&L Analyzer Agent
Analysis Agent
PARALLEL
Computes Revenue, GM%, EBITDA, and SG&A ratios across BUs and periods. Builds quarterly margin walks and waterfall charts. Flags material budget variances.
Margin EngineWaterfall BuilderVariance EngineBU Splitter
🔮
Forecast Engine Agent
Intelligence Agent
PARALLEL
Runs Monte Carlo simulations for 12-quarter revenue and margin forecasts. Detects demand signals 60 days ahead, generates Bull/Base/Bear scenarios with confidence intervals.
Monte CarloSignal DetectorScenario BuilderConfidence Ranker
💬
CFO Commentary Agent
AI Commentary
PARALLEL
Uses LLM reasoning to draft executive-ready commentary for each material variance. References historical context and board priorities to generate board-pack narrative.
LLM ReasoningContext StoreTemplate LibraryDraft Generator
📥 Accounts Receivable Agents
🧠
AR Orchestrator
Master Controller
Coordinates the full AR cycle — from dunning prioritisation through cash application and dispute resolution. Manages collector workloads and SLA compliance across all regions.
Workflow PlannerCollector DispatcherSLA MonitorEscalation Manager
📞
Collections AI Agent
Analysis Agent
PARALLEL
Prioritises collector worklist daily using payment-likelihood scoring (200+ signals). Auto-generates dunning communications and tracks promise-to-pay commitments.
Payment ScorerDunning EngineContact LoggerDSO Tracker
💳
Cash Application Agent
Analysis Agent
PARALLEL
Matches incoming payments to open invoices across all channels using AI. Aggregates remittance from email, EDI, and portals. Auto-posts straight-through payments.
Remittance ParserAI MatcherException HandlerERP Poster
⚖️
Dispute Resolution Agent
Intelligence Agent
PARALLEL
Classifies disputes by root cause and routes to the correct resolver. Auto-generates response templates, tracks DDO and resolution SLAs across all dispute types.
Root Cause ClassifierRouting EngineTemplate GeneratorDDO Tracker
🔐
Credit Risk Monitor
Intelligence Agent
PARALLEL
Scores each customer by payment behaviour and external credit signals. Flags over-limit accounts and surfaces early warning indicators 30 days ahead of default.
Credit ScorerRisk SignalsLimit MonitorEarly Warning
🏭 Procurement Agents
🧠
Procurement Orchestrator
Master Controller
Manages the end-to-end procurement intelligence cycle. Coordinates spend classification, supplier risk, contract compliance, and savings validation agents across all categories.
Spend PlannerCategory DispatcherSavings TrackerReport Assembler
🏷️
Spend Classification Agent
Data Agent
PARALLEL
Classifies 100% of POs into UNSPSC taxonomy using NLP. Identifies tail spend, rogue buying, and maverick purchases. Surfaces consolidation opportunities by category.
NLP ClassifierUNSPSC MapperTail Spend DetectorPO Parser
🤝
Supplier Risk Agent
Analysis Agent
PARALLEL
Scores all active suppliers on financial health, delivery performance, ESG compliance, and geopolitical exposure. Alerts on concentration risk and recommends dual-sourcing.
Financial ScorerESG CheckerConcentration AnalyzerRisk Ranker
📄
Contract Compliance Agent
Intelligence Agent
PARALLEL
Monitors 100% of supplier invoices against contracted prices and terms. Detects overbilling, missed rebates, SLA penalties, and price escalation clause triggers.
Invoice MatcherClause ExtractorOverbilling DetectorRebate Tracker
💹
Savings Validation Agent
Governance
Validates and tracks all procurement savings against baseline costs and budget commitments. Distinguishes hard savings, cost avoidance, and productivity gains with audit evidence.
Baseline ComparatorSavings CategorizerAudit EvidenceCFO Reporter