AUTONOMOUS FINANCIAL REASONING MULTI-AGENT GRAPH ENGINE

WHEN MONEY DOESN'T MAKE SENSE, INVESTIGATE IT WITH AI.

PAYTRACE reconstructs broken financial trails across banking switches, payment gateways, ERP ledgers, PDF invoices, and email threads to explain exactly what happened — and why.

RUN LIVE INVESTIGATION →
14.8M+
Transactions Analyzed
99.4%
Reconstruction Accuracy
4.2s
Avg Investigation Time
₹4.82 Cr
Exposure Identified
AUTONOMOUS INVESTIGATION PIPELINE
LIVE ENGINE // v2.6
01
Incoming Transaction
Ingesting RRN 881902849102 & Gateway Auth
PROCESSING
02
Entity Resolution
Disambiguating ABC Ind. vs ABC Industries Ltd.
QUEUED
03
Evidence Search
Cross-querying Bank Log, SAP Invoice & Emails
QUEUED
04
Financial Graph Construction
Mapping 9 nodal edges & identifying severed links
QUEUED
05
Hypothesis Generation
Ranking dropped webhook vs chargeback scenarios
QUEUED
06
Adversarial Verification
Self-challenging hypothesis against bank ledger
QUEUED
07
Investigation Complete
Remediation API bundle + Verified explanation
QUEUED
Pipeline active: Streaming real-time transaction telemetry... AUTONOMOUS
02 / THE ANATOMY OF A FINANCIAL INCIDENT

THE ANSWER IS THERE. IT'S JUST FRAGMENTED.

When an enterprise customer claims they paid ₹8,42,000 but the ERP ledger returns "PAYMENT NOT FOUND", finance teams spend days querying 6 disconnected systems.

INCIDENT DISPUTE #PT-92881
ABC Industries Ltd.
₹8,42,000
Customer AP Portal
"DEBIT SUCCESSFUL (Sep 24)"
Bank Switch RRN: 881902849102
Finance ERP Ledger
"PAYMENT NOT FOUND (UNPAID)"
Invoice INV-8821 Overdue

The money did not vanish. It moved across intermediary payment gateways, banking switches, and API listeners. But because no single system sees the full lifecycle, both parties believe they are right.

01 / BANK SWITCH
Core Banking Rail
Status: Debited ₹8,42,000. RRN generated at 14:12:08.
02 / GATEWAY API
Payment Gateway
Status: Captured AUTH_88921. Webhook timed out (504).
03 / ERP MASTER
SAP S/4HANA
Status: Invoice INV-8821 state is UNPAID (No trigger).
04 / INVOICE VAULT
Tax Invoice INV-8821
Status: Issued Sep 20. Net 5 terms. Billed to ABC Ind.
05 / MAIL ARCHIVE
Remittance Advice
Status: Customer accounts lead sent UTR proof via email.
06 / PO VAULT
Purchase Order PO-4091
Status: Approved order for Apex raw components.
03 / REAL-TIME INVESTIGATION ENGINE

AUTONOMOUS MULTI-STAGE INVESTIGATION SIMULATION

Watch PayTrace AI reconstruct the complete timeline of Case #PT-92881 across 9 deterministic reasoning stages.

TARGET CASE:
01Txn Ingest
02Context
03Entity Res
04Evidence
05Fin Graph
06Hypothesis
07Challenge
08Verify
09Finding
[STANDBY] [SYSTEM_READY] PayTrace investigation engine initialized. Click 'RUN LIVE INVESTIGATION' to begin.
STATUS: READY TO EXECUTE CASE #PT-92881
ROOT CAUSE IDENTIFIED CONFIDENCE: HIGH (96.8%)
Payment initiation detected, but no successful settlement was found.
Customer account was debited ₹8,42,000 on Sep 24. Gateway successfully captured token AUTH_88921, but post-capture webhook to ERP listener failed with HTTP 504 Gateway Timeout. Funds were held in Gateway intermediary escrow batch SB-9018.
7
Supporting Records
2
Contradictions Resolved
4.1s
Resolution Speed
OPEN FULL CASE ROOM
04 / SYSTEM ARCHITECTURE COMPARISON

WHY TRADITIONAL SYSTEMS FAIL AT MONEY DISPUTES

Traditional ERPs and rule-based reconciliation tools only record what is submitted to them. They cannot reason about what is missing.

TRADITIONAL ERP & RECON

Static Record & Storage Model

✕
01 Record: Ingest only pre-formatted accounting rows
02 Store: Place records into isolated relational tables
03 Report: Generate static reports on exact column matches
04 Manual Audit: Human staff spends 3–7 days searching emails & bank portals
05 Silent Failure: Unmatched discrepancies get written off as bad debt
Data Scope: Siloed relational tables; no cross-rail awareness
Root Cause: Flags "Missing" with zero causal explanation
Audit Trail: Manual spreadsheet notes across multiple teams
PAYTRACE AI ARCHITECTURE

Autonomous Causal Reasoning Model

✓
01 Observe: Continuous real-time ingestion from banks, gateways, ERPs & vaults
02 Connect: Unified entity resolution & multi-modal graph topology
03 Investigate: Autonomous multi-agent verification in sub-5 seconds
04 Challenge: Adversarial agent hunts for counter-evidence to disprove findings
05 Verify & Act: Cryptographically verified root cause + 1-click remediation API
Data Scope: Complete graph covering banks, switches, documents & emails
Root Cause: Explains exact technical failure point & identifies held escrow
Audit Trail: Cryptographically verified dossier ready for statutory audits
05 / SPECIALIZED INTELLIGENCE

8 SPECIALIZED AGENTS WORKING IN SYNC

Each AI agent has a strict mathematical and causal mandate. Click any agent to inspect its inputs, processes, outputs, and investigation role.

AGENT 01 ● ACTIVE
Transaction Investigator
Payment Switch & Ledger Analyzer
Workload 92% Capacity
AGENT 02 ● ACTIVE
Document Investigator
OCR & Document Entity Intelligence
Workload 84% Capacity
AGENT 03 ● ACTIVE
Entity Resolution Agent
Cross-System Identity Graph Resolver
Workload 76% Capacity
AGENT 04 ● ACTIVE
Financial Graph Agent
Nodal Topology & Path Constructor
Workload 88% Capacity
AGENT 05 ● ACTIVE
Anomaly Detection Agent
Pattern Deviation & Risk Radar
Workload 69% Capacity
AGENT 06 ● ACTIVE
Reasoning & Hypothesis
Causal Inference & Scenario Builder
Workload 95% Capacity
AGENT 07 ● ACTIVE
Verification Challenger
Autonomous Adversarial Evidence Checker
Workload 91% Capacity
AGENT 08 ● STANDBY
Action & Remediation
Workflow & Recovery Dispatcher
Workload 15% Capacity
ACTIVE (Load: 92%)

Transaction Investigator

Payment Switch & Ledger Analyzer
Current Active Thread: Tracing RRN 881902849102 switch routing logs
01 / Investigation Mandate
Answers 'Did money actually move at the rail level?' by validating cryptographic bank switch packets.
02 / Telemetry Inputs
Raw payment gateway telemetry, ISO 8583 switch logs, core banking feeds, UTR logs.
03 / Internal Process
Parses binary & JSON transaction trails, checks UTR/RRN uniqueness, evaluates clearing state transitions.
04 / Structured Output
Unified transaction timeline node with cryptographic verification markers.
06 / TOPOLOGY ENGINE

THE FINANCIAL GRAPH: CONNECTING FRAGMENTED NODES

PayTrace constructs a queryable directed graph of customer identities, purchase orders, invoices, payment gateways, and banking switches. Click any node to inspect its metadata.

NORMAL FLOW
SEVERED / TIMEOUT (504)
DESYNC STATE
HELD ESCROW POOL
NODE INSPECTOR
NODE TYPE

Node Label

node-id
Status: Verified
Exposure: ₹8,42,000
Select any node in the graph above to view its real-time telemetry and relationship to the dispute.
07 / MULTI-MODAL EVIDENCE INTELLIGENCE

EVIDENCE INTELLIGENCE: CONNECTING DOCUMENTS TO MONEY

PayTrace indexes unstructured PDFs, invoices, purchase orders, bank statements, and remittance emails into cryptographically verified evidence units.

BANK SWITCH JOURNAL
HDFC Switch Telemetry
Debit confirmed (RRN 881902849102)
Ref: TXN-92881-SW · ₹8,42,000
GATEWAY CAPTURE RECEIPT
Payment Gateway API
Captured token AUTH_88921; Webhook 504
Ref: AUTH_88921 · ₹8,42,000
TAX INVOICE (PDF)
SAP S/4HANA Invoice
INV-8821 marked UNPAID in ledger
Ref: INV-8821 · ₹8,42,000
EMAIL REMITTANCE ADVICE
Customer Dispute Email
Attached wire receipt with quoted UTR
Ref: MSG-4819 · ₹8,42,000

Bank Switch Core Journal

OCR CONFIDENCE: 100%
Ref: TXN-92881-SW | Source: HDFC Core Banking Gateway
Debit Account: XXXX-XXXX-9102 (ABC Industries AP)
Amount Confirmed: ₹8,42,000.00
Settlement Rail: IMPS / Corporate Switch
Switch Status: CLEARED / DEBITED

Raw Cryptographic Payload

sha256:4f99a1829e...
{
  "rrn": "881902849102",
  "stan": "948102",
  "authCode": "HDFC_OK_8891",
  "accountDebit": "XXXX-XXXX-9102",
  "amount": 842000.0,
  "currency": "INR",
  "timestamp": "2026-09-24T14:12:08.410+05:30",
  "responseCode": "00 (SUCCESS)"
}
08 / SELF-CORRECTING ADVERSARIAL VERIFICATION

THE AI THAT CHALLENGES ITS OWN CONCLUSIONS

To prevent false reconciliations, PayTrace pairs a Primary AI with an Adversarial Verification AI that actively attempts to falsify the hypothesis before any human sees it.

PRIMARY REASONING AI THESIS GENERATOR

"Payment succeeded at Gateway, but settlement was trapped in Escrow SB-9018."

Corroborated by RRN 881902849102 debit at switch and AUTH_88921 captured on payment gateway.

Supporting Evidence Tally: 7 Confirmed Records
VS
ADVERSARIAL CHECK
VERIFICATION AI FALSIFICATION CHECK

"WHAT EVIDENCE COULD PROVE THIS WRONG?"

Challenge #1: Current account statement shows ₹0 inbound credit on Sep 24.
Challenge #2: SAP ledger shows ₹0 receipts for current quarter.

Contradictions Hunted: 2 Signals Resolved
ADVERSARIAL VERDICT: PASSED Contradiction Resolution Logic
The apparent contradiction (₹0 inbound credit in primary bank) is explained by the money resting in Gateway Intermediary Escrow Node SB-9018, prevented from clearing due to mismatched merchant descriptor EX_UNMATCHED_DESC. The conclusion is mathematically sound.
09 / 24×7 AUTONOMOUS EXPOSURE RADAR

CONTINUOUS MONITORING COMMAND CENTER

PayTrace continuously monitors streaming ledger events, gateway webhooks, and vendor account modifications to flag discrepancies before month-end close.

₹4.82 Cr
Active Exposure Under Monitoring
₹3.14 Cr
Autonomously Recoverable Value
8
Live Anomalies Requiring Action
LIVE ANOMALY RADAR
HIGH
Potential Duplicate Payout
Matching PO-4098 across INV-8822 & INV-8822-R1
₹14,50,000
CRITICAL
Vendor Beneficiary Modified (BEC Spoof)
Bank IFSC changed via unverified spoofed email
₹19,00,000
MEDIUM
Settlement Fee Schedule Discrepancy
Interchange fee 1.28% exceeds contract baseline 0.90%
₹41,200 delta
HIGH
Refund Velocity Spike Detected
12 consecutive refunds issued to same card BIN
₹2,10,000
MEDIUM
Contract vs Invoice Price Delta
Unit rate on INV-8829 is ₹1,450 vs Master CTR ₹1,320
₹88,000 delta
CRITICAL
Unmatched Inbound Credit (₹5,60,000)
NEFT credit with narrative 'TRANSFER FROM CLIENT'
₹5,60,000
10 / CASE COLLABORATION & REMEDIATION

THE CASE ROOM: FROM REASONING TO REMEDIATION

Preview the full interactive case workspace for Case #PT-92881. Execute automated API reconciliations, post ERP adjustment vouchers, or export audit dossiers.

CASE #PT-92881 Missing Settlement: ABC Industries (₹8,42,000)
STATUS: VERIFIED (96.8%) FULL SCREEN CASE ROOM →

Reconstructed Chronological Event Sequence

2026-09-15 16:45 IST
Purchase Order PO-4091 Issued
Issued to ABC Industries for ₹8,42,000 Apex component delivery.
2026-09-20 09:00 IST
Tax Invoice INV-8821 Created
Dispatched with Net 5 payment terms.
2026-09-24 14:12:08 IST
Bank Switch Debit & Gateway Capture
RRN 881902849102 debited; Auth token AUTH_88921 captured.
2026-09-24 14:12:14 IST
Webhook Dropped (HTTP 504 Timeout)
SAP ERP listener never received confirmation; INV-8821 remained UNPAID.
2026-09-25 02:00 IST
Escrow Settlement Exception SB-9018
Funds routed to Gateway clearing hold due to unmatched descriptor.

Ranked Hypotheses

Hypothesis Scenario Likelihood Status
1. Dropped Webhook + Held Escrow 96.8% VERIFIED
2. Customer Card Chargeback 2.1% DISPROVED
3. Direct Bank Wire Intercepted 1.1% DISPROVED
Remediation Action Suite
11 / ENTERPRISE INCIDENT ARCHETYPES

11 FINANCIAL INVESTIGATION TYPES SUPPORTED OUT OF THE BOX

PayTrace resolves complex cross-system discrepancies across the entire financial lifecycle. Click any card to preview the specialized reasoning workflow.

TYPE 01
Missing Payment
Customer asserts funds were debited, but ERP ledger shows zero receipts. Reconstructs intermediary gateway and escrow trails.
TYPE 02
Failed Payment
Checkout or ERP marks transaction failed, but banking switch processed a debit. Locates auto-reversal and refund routing blocks.
TYPE 03
Duplicate Payment
Identifies double disbursements across differing invoice numbers or separate billing entity IDs before release.
TYPE 04
Wrong Amount / Delta
Uncovers subtle rate deviations between contracted master agreements and final billed line-item invoices.
TYPE 05
Unknown Transaction
Disambiguates unlabelled inbound NEFT/RTGS credits with cryptic remitter narratives against open invoices.
TYPE 06
Unexpected Refund
Detects anomalous refund velocity, duplicate charge reversal requests, and return merchant account anomalies.
TYPE 07
Settlement Desynchronization
Identifies gross-to-net processor deduction fee mismatches and clearing batch exceptions.
TYPE 08
Vendor Payment Risk (BEC)
Flags suspicious changes to vendor bank account IFSC details originating from spoofed email domains.
TYPE 09
Payment Dispute & Chargeback
Compiles evidence packs (logs, signed POs, delivery receipts) to defend against credit card dispute claims.
TYPE 10
Suspicious Routing
Traces high-velocity circular transaction paths and unusual cross-border merchant category hops.
TYPE 11
Credit / Debit Note Mismatch
Resolves GST return mismatches and unapplied credit note adjustments between vendor and buyer ledgers.
ENTERPRISE-GRADE FINANCIAL INTELLIGENCE

EVERY TRANSACTION LEAVES A TRAIL. PAYTRACE FINDS IT.

Stop writing off unexplained financial discrepancies. Connect your payment gateways, core switches, and ERPs to deploy autonomous multi-agent investigation in minutes.

✓ ISO 27001 Certified Security
✓ SOC 2 Type II Audited
✓ RBI Cyber Security Compliant
✓ AES-256-GCM Encryption at Rest
✓ Zero Raw Credential Retention
EVIDENCE VAULT: CASE #PT-92881

All 7 supporting evidence items indexed by PayTrace Multi-Agent AI with cryptographic checksum verification:

EVD-01: HDFC Bank Switch Log (TXN-92881-SW)
RRN: 881902849102 · Amount: ₹8,42,000 · Status: Debited successfully at 14:12:08.
EVD-02: Payment Gateway Capture Receipt (AUTH_88921)
Payment captured · Webhook timed out (504) · Swept to Escrow Batch SB-9018.
EVD-03: SAP S/4HANA Tax Invoice (INV-8821)
Tax invoice issued Sep 20 · Billed to ABC Industries · State: UNPAID.
EVD-04: Customer Remittance Email (MSG-4819)
Email from accounts@abcindustries.com quoting UTR 881902849102.
EVD-05: Purchase Order (PO-4091)
Approved order for Apex raw component shipment. Exactly ₹8,42,000.
EVD-06: Webhook Delivery Error Log (WH-ERR-504)
Endpoint /webhooks/payments timed out after 5000ms on Sep 24 at 14:12:14.
EVD-07: Intermediary Escrow Batch Manifest (SB-9018)
Funds held under exception code EX_UNMATCHED_DESC in Gateway clearing node.
AUTONOMOUS CUSTOMER EXPLANATION

To: accounts@abcindustries.com
Subject: Resolution Regarding Payment of ₹8,42,000 against Invoice INV-8821


Dear ABC Industries Accounts Team,

Thank you for your patience while our autonomous financial intelligence system (PayTrace) completed a comprehensive multi-rail audit regarding your transaction of ₹8,42,000 initiated on September 24, 2026.

Our investigation confirmed that your bank successfully debited your account under RRN 881902849102 and the payment was captured under Gateway Auth Token AUTH_88921. However, due to a downstream API gateway timeout (HTTP 504), the automated ledger update to our SAP ERP was interrupted, and the funds were held in Escrow Batch SB-9018.

Remediation Taken: We have executed an automated reconciliation signal to release the escrow batch and posted Credit Adjustment Voucher JV-88210 to mark Invoice INV-8821 as fully paid. Your account is in good standing and all delivery holds have been lifted.

Sincerely,
Enterprise Financial Operations · Powered by PayTrace AI

INVESTIGATION WORKFLOW

Autonomous Causal Resolution Pipeline

ACTIVE AGENTS ASSIGNED:
Transaction Investigator Entity Resolution Adversarial Challenger Action Dispatcher
SCHEDULE ARCHITECTURE BRIEFING

Connect with RadLabForge founder Nav Kaplish and enterprise architects to evaluate PayTrace on your banking rails and ERP data pipelines.