OprivoTech

Interactive case study

Payment Reconciliation

Match payments to invoices and surface unresolved exceptions quickly.

The workflow normalizes bank activity, matches invoices and customers, validates tolerances, and routes unmatched payments.

Interactive case study

Reconcile an incoming payment

The workflow normalizes bank activity, matches invoices and customers, validates tolerances, and routes unmatched payments.

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Payment record

Payment reference, customer, currency, and amount match one open invoice.

Payment

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Normalization

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Matching

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Decision

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Ledger

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AI analysis
Source
AI analysis
Confidence
Decision

Result

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Illustrative demo only - no real customer data is used.

01

Finance manually compares bank transactions, invoices, references, and amounts to update the ledger.

Finance manually compares bank transactions, invoices, references, and amounts to update the ledger.

Manual matching
Unclear references
Partial payments
Delayed close

02

A controlled five-step workflow

AI assists with analysis while rules and human review control sensitive actions.

Payment

Capture the input and its context.

Normalization

Extract the information needed for a decision.

Matching

Validate it against approved rules.

Decision

Choose automation or human review.

Ledger

Record the result and notify the owner.

03

Important decisions stay controlled

Validation, confidence thresholds, permissions, and human review prevent unsafe actions.

Data validation
Confidence threshold
Permission checks
Human review
Audit history

04

Expected operational impact

The team handles less repetitive work and focuses on meaningful exceptions.

Faster processing
Consistent decisions
Fewer errors
Clear exceptions
Better audit trail
Visible ownership

Adapt this workflow to your operation

Connect your systems, approved rules, data sources, and review channels.