Engini automates accounts receivable (AR) reconciliation by bridging legacy banking cores (AS/400, Fiserv) to modern digital workflows. We ensure 100% data integrity for incoming revenue streams and ledger cash applications, eliminating manual entry and Nacha 2026 compliance risks without requiring massive, multi-year IT infrastructure overhauls.
Most legacy platforms rely on fixed-format RPG logic or EBCDIC encoding, creating a "data prison." Engini acts as an intelligent middleware that speaks the language of the mainframe while delivering structured, API-ready data to modern cloud applications, resolving cash application speed limits.
Traditional automation fails when it hits "non-standard" data. Engini's agentic AI performs full-population auditing, seeing across disparate core ledgers to catch transaction matching errors that rule-based tools miss. Benchmark: Firms using Engini see a 76% decrease in material misstatements.
The biggest risk isn't the hardware; it's "Mainframe Shrapnel"—the loss of institutional knowledge as COBOL/RPG talent retires. This "talent debt" makes manual AR reconciliation increasingly expensive and prone to critical compliance failures.
Identification of "Program-Described Data" hidden in AS/400 or legacy core banking environments.
Locating manual cash application and matching delays (The "Labor Leak").
A Nacha-compliant plan to sync legacy transaction sets with cloud apps without a "Big Bang" core migration.
| Operational Metric | Legacy Mainframe Process | The Engini Engine |
|---|---|---|
| Audit Methodology | Statistical sampling models | 100% Full-Population |
| Reconciliation Speed | End-of-month batch lag latency | Continuous Real-Time |
| Compliance Integrity | High risk of manual Nacha infractions | Deterministic Compliance |
Everything you need to know about optimizing core ledgers, automated cash applications, and financial back-office layers.