All Case Studies

Delhivery Fintech

Automated Cash Reconciliation System (CRS)

FinTechReconciliationLogisticsCompliance

Deployed a centralized, enterprise-scale reconciliation engine to match physical COD collections with bank deposits, integrating with leading banks to eliminate billing leakage.

0%

Reconciliation Error

T+1 Day

Deposit Latency

20,000+

Dispatch Centers Linked

80% Less

Finance Overhead

The Challenge

With 60% of shipments paid via Cash-on-Delivery, Delhivery managed cash across 20,000+ local dispatch hubs. Manual matching of physical cash slips, armored CFS pickups, and direct deposits against bank statements took weeks, leading to capital float loss and cash-siphoning opportunities.

Our Solution

CAN Tech developed the Automated Cash Reconciliation System (CRS). CRS securely imports bank credit files, UPI receipts, and hub executive app logs, executing a deterministic 3-way matching logic. It integrates directly with Kotak, HDFC, and SBI, automatically flagging deposit delays and exceptions.

Technical Architecture

Technical Architecture & Reconciliation Output

Normalized transaction records are processed by the rules engine. Discrepancies are funneled to an Alerting Layer, and matched entries are recorded in an immutable ledger.

json schema payload
{
  "recon_run_id": "REC_RUN_2026_1882",
  "timestamp": "2026-06-26T00:05:00Z",
  "matched_summary": {
    "total_ingested_amount_inr": 85412000.00,
    "direct_bank_deposit_matched": 19412,
    "armored_pickup_cfs_matched": 812,
    "upi_credit_matched": 4012
  },
  "exception_flag": {
    "hub_id": "HUB_DEL_MUM_04",
    "discrepancy_amount_inr": -500.00,
    "error_type": "SHORT_DEPOSIT_DISCREPANCY"
  }
}

Key UI/UX & System Elements

EOD Compliance View

Red/Green compliance indicators highlighting late deposits and variance alerts for hub managers.

Backend System ModuleFully Integrated ERP / Pipeline API

Auto BRS Statement

Automatically creates Bank Reconciliation Statements and posts ledger adjustments to SAP.

Backend System ModuleFully Integrated ERP / Pipeline API

UPI Matcher

Ties digital UPI reference IDs directly back to delivery manifests, closing the reconciliation loop.

Backend System ModuleFully Integrated ERP / Pipeline API

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