What is AI exception management?

AI exception management automatically handles the cases that fall outside your software's happy path. When a payment fails, an order can't be fulfilled, an invoice doesn't match the PO, or a bank transaction won't reconcile — these become manual exceptions that your team handles one-by-one. XPndAI builds an AI layer that: detects the exception, classifies it by type and severity, attempts automatic resolution using business rules and ML, and routes unsolvable cases to the right human with full context and suggested actions. 80%+ of exceptions are resolved without human involvement.

What types of exceptions does the AI manage?

XPndAI's exception management AI covers: payment exceptions (ACH R-codes, credit card declines, chargebacks, partial payments, unmatched payments), order exceptions (out-of-stock, pricing errors, address validation failures, duplicate orders, credit hold), invoice exceptions (duplicate invoices, three-way match failures, missing PO reference, quantity/price discrepancies), reconciliation exceptions (unmatched bank transactions, timing differences, FX rounding), and document exceptions (missing signatures, invalid data, failed validation rules).

AI Exception Management · Payments · Orders · Invoices · Reconciliation

AI Exception Management —
Your software handles the happy path.
Our AI handles everything that breaks.

Every business process has a happy path. When a payment fails, an order can't be fulfilled, an invoice doesn't match, or a transaction won't reconcile — your team handles it manually, one exception at a time. XPndAI builds an AI that detects, classifies, and resolves 80%+ of exceptions automatically, routing only the unsolvable ones to the right human.

80%+ auto-resolution

Works with existing ERP

$18K starting price

6–10 wks delivery

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Exception Types We Automate

PAYMENT

Payment Exceptions

ACH R-codes (R01–R29), credit card declines, chargebacks, partial payments, unapplied cash, NSF returns, stale-dated checks. AI auto-retries, routes to collections, or writes off based on rules.

ORDER

Order Exceptions

Out-of-stock items, pricing errors, minimum order violations, credit hold customers, address validation failures, duplicate orders, discontinued products. AI substitutes, routes, or holds.

INVOICE

Invoice Exceptions

Three-way match failures (PO-receipt-invoice), duplicate invoices, missing PO references, quantity/price discrepancies, unbudgeted invoices. AI finds the PO, flags duplicates, routes for approval.

RECON

Reconciliation Exceptions

Unmatched bank transactions, timing differences, fees and adjustments, FX rounding, multi-entity intercompany mismatches. AI finds likely matches, groups timing items, auto-books small variances.

CLAIMS

Claims Exceptions

Insurance claim denials, incomplete documentation, prior auth failures, eligibility mismatches. AI identifies the denial reason, pulls supporting documents, and queues for resubmission or appeal.

DOCUMENT

Document Exceptions

Missing required fields, failed validation rules, unreadable scans, missing signatures, expired documents. AI flags, requests re-submission, or auto-fills from ERP data where possible.

How the AI Exception Engine Works

Monitor exception sources

Watch ERP error queues, payment gateway webhooks, bank feeds, email inboxes, and workflow failure notifications in real-time.

Classify by type and severity

AI identifies exception type, root cause, business impact ($), urgency, and which team or rule should handle it.

Attempt auto-resolution

Apply resolution rules: retry ACH next banking day, substitute product, find matching PO, apply tolerance write-off, send email requesting document, retry with corrected address.

Route with full context

Exceptions that need human review go to the right person with context: what failed, why, what was tried, suggested resolution, links to source records.

Learn from resolutions

Every human resolution trains the AI. Repeat exception patterns get new auto-resolution rules. Auto-resolution rate improves over time.

Pricing

Fixed price. Works with your existing ERP and software stack.

Single Exception Type

$18K–$35K

One exception category (e.g., payment exceptions or invoice exceptions) with auto-resolution rules and exception queue. Delivery 6–8 weeks.

Multi-Type Platform
$40K–$90K
3+ exception types unified on one AI platform. Cross-exception correlation, unified queue, analytics, ERP write-back. 10–16 weeks.

Enterprise

$90K–$200K

Enterprise-scale exception management: ML auto-resolution, SLA enforcement, compliance reporting, multi-system integration. 4–6 months.

AI Exception Management — Your software handles the happy path.Our AI handles everything that breaks.