Script v1.4.2

Financial Reconciliation Script

High-performance Python script engineered for cross-referencing multi-source ledger data with 99.9% accuracy and automated discrepancy reporting.

Download Source — $79 Deploy Instance

What's Inside

Multi-Source Ingestion

Connects to CSV, Excel, SQL databases, and REST APIs to pull ledger data from any source.

Fuzzy Matching Engine

Intelligent transaction matching using configurable similarity thresholds and custom rules.

Discrepancy Reports

Generates detailed HTML/PDF reports with flagged mismatches, suggested resolutions, and audit trails.

Scheduled Execution

Cron-compatible design for daily automated reconciliation with Slack/email notifications.

Performance Benchmarks

Accuracy 99.9%

Speed (100k rows) 94%

Memory Efficiency 87%

Code Preview

reconcile.py

from reconciler import Engine, Config

config = Config(
    sources=["bank_ledger.csv", "erp_export.xlsx"],
    match_threshold=0.95,
    output_format="html",
    notify=["finance@company.com"]
)

engine = Engine(config)
report = engine.run()

print(f"Matched: {report.matched_count}")
print(f"Discrepancies: {report.discrepancy_count}")
print(f"Report: {report.output_path}")