Case b612861b-ea8e-4289-93a2-6d0dc67fdf77

Case Detail PENDING_APPROVAL MEDIUM Risk

Invoice Summary

Vendor	TechPro Solutions (V003)
Invoice #	INV-2024-0008
Date	2024-06-28
Amount	USD 25000.00
PO Number	PO-003
Cost Center	CC-MKT-001
Description	Marketing Campaign Services

Retrieved Evidence

Source: ERP_DEMO | Retrieved: 2026-01-25 23:51

{
  "approved_amount": 15000.0,
  "created_date": "2024-02-15",
  "currency": "USD",
  "expiry_date": "2024-12-31",
  "line_items": [
    {
      "description": "Marketing Services",
      "quantity": 1,
      "total": 15000.0,
      "unit_price": 15000.0
    }
  ],
  "payment_terms": "Net 30",
  "po_number": "PO-003",
  "receiving_status": "CONFIRMED",
  "vendor_id": "V003",
  "vendor_name": "TechPro Solutions"
}

Source: CONTRACT_MGMT_DEMO | Retrieved: 2026-01-25 23:51

{
  "allowed_fees": [
    "Marketing Services",
    "Creative Design",
    "Media Buying"
  ],
  "contract_number": "CTR-2024-003",
  "contract_terms": "Project-based engagement for marketing services.",
  "dispute_policy": "Written notice required within 10 business days.",
  "effective_date": "2024-01-15",
  "expiry_date": "2024-12-31",
  "payment_terms": "Net 30",
  "payment_terms_days": 30,
  "rate_cards": {
    "creative_hourly": 200.0,
    "media_commission": 0.15
  },
  "status": "ACTIVE",
  "vendor_id": "V003",
  "vendor_name": "TechPro Solutions"
}

Source: POLICY_MGMT_DEMO | Retrieved: 2026-01-25 23:51

{
  "category": "Accounts Payable",
  "description": "Defines approval thresholds and requirements for invoice processing.",
  "effective_date": "2024-01-01",
  "exceptions": [
    "Utility payments exempt from PO requirement",
    "Recurring subscription payments may use blanket PO"
  ],
  "policy_id": "POL-001",
  "requirements": [
    "Valid PO number required for all invoices over $1,000",
    "Three-way match (PO, Receipt, Invoice) required for goods",
    "Manager attestation required for services",
    "All invoices must be processed within 5 business days of receipt"
  ],
  "rules": [
    {
      "approver_role": "AP Specialist",
      "description": "Invoices under $5,000 require AP Specialist approval",
      "rule_id": "APR-001",
      "threshold": 5000
    },
    {
      "approver_role": "AP Manager",
      "description": "Invoices $5,000-$25,000 require AP Manager approval",
      "rule_id": "APR-002",
      "threshold": 25000
    },
    {
      "approver_role": "Finance Director",
      "description": "Invoices $25,000-$100,000 require Finance Director approval",
      "rule_id": "APR-003",
      "threshold": 100000
    },
    {
      "approver_role": "CFO",
      "description": "Invoices over $100,000 require CFO approval",
      "rule_id": "APR-004",
      "threshold": null
    }
  ],
  "title": "Invoice Approval Policy",
  "version": "2.1"
}

Source: POLICY_MGMT_DEMO | Retrieved: 2026-01-25 23:51

{
  "category": "Fraud Prevention",
  "description": "Procedures for detecting and handling potential duplicate invoices.",
  "detection_criteria": [
    "Same vendor + same invoice number = Definite duplicate",
    "Same vendor + same amount + same date = Probable duplicate",
    "Same vendor + same amount + within 30 days = Possible duplicate"
  ],
  "effective_date": "2024-01-01",
  "policy_id": "POL-002",
  "resolution_process": [
    "AP Specialist reviews flagged invoices within 24 hours",
    "Contact vendor for clarification if needed",
    "Document resolution in case notes",
    "Escalate repeated duplicates to Procurement"
  ],
  "rules": [
    {
      "action": "AUTO_HOLD",
      "description": "System flags invoices with matching invoice number from same vendor",
      "rule_id": "DUP-001"
    },
    {
      "action": "REVIEW_REQUIRED",
      "description": "System flags invoices with same amount and date from same vendor",
      "rule_id": "DUP-002"
    },
    {
      "action": "REJECT_AND_LOG",
      "description": "Confirmed duplicates must be rejected and documented",
      "rule_id": "DUP-003"
    }
  ],
  "title": "Duplicate Invoice Policy",
  "version": "1.3"
}

Source: POLICY_MGMT_DEMO | Retrieved: 2026-01-25 23:51

{
  "category": "Compliance",
  "description": "Requirements for vendor screening against sanctions lists and restricted parties.",
  "documentation_requirements": [
    "Screenshot of sanctions screening result",
    "Date and time of screening",
    "Name of person who performed screening",
    "Retain records for 7 years"
  ],
  "effective_date": "2024-01-01",
  "escalation_contacts": [
    {
      "email": "compliance@company.com",
      "role": "Compliance Officer"
    },
    {
      "email": "legal@company.com",
      "role": "General Counsel"
    }
  ],
  "penalties": [
    "Criminal penalties up to $1M per violation for individuals",
    "Corporate penalties up to $20M or twice transaction value",
    "Potential debarment from government contracts"
  ],
  "policy_id": "POL-003",
  "rules": [
    {
      "action": "SCREEN_REQUIRED",
      "description": "All vendors must be screened against OFAC SDN list",
      "rule_id": "SAN-001"
    },
    {
      "action": "BLOCK_PAYMENT",
      "description": "Payments to sanctioned entities are strictly prohibited",
      "rule_id": "SAN-002"
    },
    {
      "action": "COMPLIANCE_REVIEW",
      "description": "Potential matches require Compliance review before payment",
      "rule_id": "SAN-003"
    }
  ],
  "sanctioned_vendors": [
    "V010"
  ],
  "screening_frequency": "Real-time for new vendors, monthly for existing",
  "title": "Vendor Sanctions Policy",
  "version": "3.0"
}

Source: POLICY_MGMT_DEMO | Retrieved: 2026-01-25 23:51

{
  "cash_flow_impact": [
    "Terms \u003e 45 days: Review monthly cash flow projections",
    "Terms \u003e 60 days: Assess working capital impact",
    "Terms \u003e 90 days: CFO sign-off on cash flow implications"
  ],
  "category": "Accounts Payable",
  "description": "Defines standard payment terms and exception handling for non-standard terms.",
  "effective_date": "2024-01-01",
  "escalation_contacts": [
    {
      "role": "AP Manager",
      "threshold_days": 45
    },
    {
      "role": "Finance Director",
      "threshold_days": 60
    },
    {
      "role": "CFO",
      "threshold_days": 90
    }
  ],
  "exception_thresholds": {
    "critical_variance_days": 60,
    "major_variance_days": 30,
    "minor_variance_days": 15
  },
  "policy_id": "POL-004",
  "requirements": [
    "All payment terms must be documented in contract",
    "Non-standard terms require written justification",
    "Extended terms must be reviewed quarterly",
    "Early payment discounts should be evaluated for ROI"
  ],
  "rules": [
    {
      "action": "VALIDATE",
      "description": "Invoice payment terms must match contract terms",
      "rule_id": "PMT-001"
    },
    {
      "action": "APPROVAL_REQUIRED",
      "description": "Payment terms exceeding contract terms require AP Manager approval",
      "rule_id": "PMT-002"
    },
    {
      "action": "ESCALATE_FINANCE",
      "description": "Payment terms exceeding 60 days require Finance Director approval",
      "rule_id": "PMT-003"
    },
    {
      "action": "ESCALATE_CFO",
      "description": "Payment terms exceeding 90 days require CFO approval and Treasury review",
      "rule_id": "PMT-004"
    }
  ],
  "standard_terms": {
    "default": 30,
    "maximum_allowed": 90,
    "preferred_vendors": 45,
    "strategic_partners": 60
  },
  "title": "Payment Terms Policy",
  "version": "1.0"
}

Agent Workflow Steps

OBSERVE

Read invoice: INV-2024-0008 from TechPro Solutions for USD 25000.00

RETRIEVE

Queried: PO:PO-003 Contract:V003 3 Policies

REASON AI

Claude analyzed evidence, identified 7 recommendations

DECIDE

Ran 8 checks → Confidence: 90% → Decision: APPROVAL_REQUIRED

ACT

Created approval request for 1 actions

VERIFY

Awaiting human approval

COMMUNICATE

Output summary to AP Manager

LOG

Recorded 9 events with SHA256 hash chain

Agent Analysis

Confidence Score 90%

Decision: APPROVAL_REQUIRED

Summary:

**Invoice Exception Summary - Manager Review Required** TechPro Solutions invoice INV-2024-0008 for $25,000.00 has been flagged as it exceeds the approved purchase order amount by $10,000.00, with the original PO-003 authorization set at $15,000.00. This invoice requires manager approval before processing due to the significant variance from the contracted amount.

AI Analysis Claude-powered

The primary issue is a significant amount variance - the invoice amount ($25,000) exceeds the PO approved amount ($15,000) by $10,000 (67% over). This is flagged by the automated check "AMOUNT_WITHIN_PO" as FAIL. While all other checks pass (vendor legitimacy, contract validity, receiving confirmation, sanctions screening), this variance represents either scope creep, additional services beyond the original PO, or a potential billing error. The invoice description "Marketing Campaign Services" aligns with the PO line item "Marketing Services" and falls within the contract's allowed fees. The contract includes provisions for creative design and media buying with defined rate cards, suggesting additional services may have been provided. However, any work beyond the original PO scope should have been authorized through a change order or amendment. Given that receiving is confirmed as "CONFIRMED" despite the amount variance, this suggests the additional services may have been legitimately provided and received, but the PO was not updated to reflect the expanded scope. This is a common procurement process gap rather than fraud, but still represents a control failure.

Risk Assessment: MEDIUM - Significant amount variance (67% over PO) indicates either unauthorized scope expansion or billing error. However, receiving confirmation and vendor legitimacy suggest operational issue rather than fraud.

AI Recommendations:

Hold invoice for investigation - do not process payment until resolved
Contact the requesting department/PO approver to verify if additional services were authorized
Request detailed breakdown from vendor showing services provided beyond original PO scope
If additional services were legitimately provided, require PO amendment or change order before payment
Require AP Manager approval per policy POL-001 rule APR-002 for $25,000 amount
Document resolution and implement process improvement to prevent future unauthorized scope expansions
Consider requiring pre-approval for any services exceeding PO amounts by more than 10%

Findings:

PO_EXISTS: PO PO-003 found PASS
CONTRACT_EXISTS: Contract found for vendor V003 PASS
AMOUNT_WITHIN_PO: Invoice amount $25,000.00 EXCEEDS PO approved $15,000.00 FAIL
RECEIVING_CONFIRMED: Goods/services receipt confirmed PASS
VENDOR_MATCH: Invoice vendor V003 matches PO vendor PASS
CURRENCY_MATCH: Invoice currency USD matches PO PASS
SANCTIONS_CHECK: Vendor not on sanctions list PASS
PAYMENT_TERMS: Invoice payment terms (30 days) within contract terms (30 days) PASS

Resolution Steps:

Review PO amendment or reject excess amount

Risk Assessment: MEDIUM - Amount exceeds PO

Decision Rules Applied

Escalation Triggers

Sanctions Violation Clear
Vendor Mismatch Clear
Low Confidence (<60%) Clear (90%)
High Risk Level Clear (MEDIUM)

Confidence Calculation

Base confidence 90%

Final confidence 90%

Decision Logic

APPROVAL REQUIRED: No escalation triggers. Case proceeds to normal approval workflow.

Pending Approval

Scope: Approve exception resolution and ERP updates

Requested: 2026-01-25 23:51

Approver Role: AP Manager

Actions to Approve:

Place invoice on hold pending PO amendment

Reason (required)

Audit Trail

RETRIEVED_DOC 23:51:20

AGENT

{'doc_id': 'PO-003', 'doc_type': 'PO'}

Hash: b919872aab00dca4...

RETRIEVED_DOC 23:51:20

AGENT

{'doc_id': 'V003', 'doc_type': 'CONTRACT'}

Hash: f850715065540e44...

RETRIEVED_DOC 23:51:20

AGENT

{'doc_id': 'POL-001', 'doc_type': 'POLICY'}

Hash: d625234a56d3fa76...

RETRIEVED_DOC 23:51:20

AGENT

{'doc_id': 'POL-002', 'doc_type': 'POLICY'}

Hash: b3594bbc8d7bdf0d...

RETRIEVED_DOC 23:51:20

AGENT

{'doc_id': 'POL-003', 'doc_type': 'POLICY'}

Hash: ba08885be49c32ef...

RETRIEVED_DOC 23:51:20

AGENT

{'doc_id': 'POL-004', 'doc_type': 'POLICY'}

Hash: 07e774e79a3d6b9c...

LLM_ANALYSIS 23:51:33

AGENT

{'model': 'claude-sonnet-4-20250514', 'risk_assessment': 'MEDIUM', 'reasoning_length': 1182}

Hash: 52db4d3b1488fefe...

PLAN_CREATED 23:51:36

AGENT

{'decision': 'APPROVAL_REQUIRED', 'confidence': 0.9, 'risk_level': 'MEDIUM'}

Hash: 42a06b049df1cd0e...

APPROVAL_REQUESTED 23:51:37

AGENT

{'scope': 'Approve exception resolution and ERP updates', 'actions_count': 1, 'approver_role': 'AP Manager'}

Hash: 0da23f59678f4317...

Case Detail PENDING_APPROVAL MEDIUM Risk

PO Purchase Order PO-003

CONTRACT Contract for Vendor V003

POLICY Invoice Approval Policy

POLICY Duplicate Invoice Policy

POLICY Vendor Sanctions Policy

POLICY Payment Terms Policy

Escalation Triggers

Confidence Calculation

Decision Logic