Parity

Agentic Reconciliation

Agent StatusAll Active

Ops & Controls

Finance Operations

Matching Rules Engine

Configurable tolerances, fuzzy fields and auto-match confidence scoring

About This Agent

Data on This Page

A rule-builder simulator with amount-tolerance and minimum-confidence sliders plus a projected auto-match impact, alongside 5 versioned matching rules spanning Cash & Nostro, Securities, Trade Matching and Intercompany — each with its tolerance, confidence score, version number (v1–v6) and active/draft status.

What This Agent Does

Defines the tolerance and fuzzy-matching logic every other reconciliation module runs against, versions each rule as it's tuned, and requires explicit activation before a draft rule goes live. The simulator lets ops preview the effect of a tolerance/confidence change against the last run before deploying it — the configurable matching-rule DSL that plays the same role as Duco's and TLM's rule engines.

Worked Examples

  • "Cash — Amount + Reference Exact" (v4, £0.00 tolerance, 99% confidence) is the strict rule Cash & Nostro's engine runs first, which is why exact-value lines clear automatically.
  • "Intercompany — FX Rate ±0.05%" (v1, 88% confidence) is still in draft — until someone hits Activate, Intercompany balances keep relying on manual review rather than this tolerance.
  • With the simulator left at its default settings (±1.0 tolerance, 85% minimum confidence), the projected impact reads that roughly 85% of currently unmatched cash items would auto-match on the next run.

Rule Builder — Simulation

±1.0
85%

Simulated Impact

At these settings, an estimated 85% of unmatched cash items would auto-match on next run.

Active Rules

5 rules across 4 modules

Cash — Amount + Reference Exact

v4

Cash & Nostro · Amount, Reference, Value Date

Tolerance: £0.00Confidence: 99%
Active

Cash — Amount Fuzzy ±£1.00

v2

Cash & Nostro · Amount (±1.00), Date (±1d)

Tolerance: £1.00Confidence: 87%
Active

Securities — Qty Exact, Price ±0.1%

v6

Securities · Quantity, Price tolerance

Tolerance: 0.1%Confidence: 95%
Active

Trade — Confirm Price ±2bps

v3

Trade Matching · Price/Rate, Counterparty

Tolerance: 2 bpsConfidence: 91%
Active

Intercompany — FX Rate ±0.05%

v1Draft

Intercompany · Amount, FX Rate tolerance

Tolerance: 0.05%Confidence: 88%