Order Exception Handling Automation

Go Autonomous resolves autonomously the exceptions that have a rule-based answer: duplicate order detection, product code mismatches where a catalogue equivalent is configured, pricing discrepancies within a defined tolerance band, delivery address variants that can be matched to your customer master, and missing field completions where defaults are configured. These are resolved at the intake layer before the order enters your ERP. Exceptions requiring genuine judgment are surfaced to your team in the supervised interface with full context.

When a genuine exception reaches the supervised execution interface, your operator sees: the original customer request exactly as it arrived, the specific element that failed validation and the reason it failed, the relevant customer account context including pricing agreement, order history, and credit status, the resolution options available under your configured business rules, and a recommended resolution based on how similar exceptions have been handled previously. The operator confirms, modifies, or overrides the recommendation and the resolution executes immediately.

The exception rate falls in two ways. First, the autonomous resolution layer at intake removes the 50 to 70 percent of exceptions that have rule-based resolutions — from day one. Second, as the platform processes more of your transaction volume, it learns the patterns of your specific customer base: which customers use non-standard product codes, which accounts have complex pricing configurations. The autonomous resolution rate increases over time.

ERP and WMS exception management validates records at the point of ERP entry — after manual re-keying, after interpretation errors have already occurred. Go Autonomous operates at the intake layer, before the ERP record is created. It validates the customer’s original request against your ERP data in real time and resolves resolvable issues before they become bad records. ERP modules manage the consequences of errors. Go Autonomous prevents the errors from occurring.

Take your monthly order volume, apply your current exception rate, and multiply by the hours spent per exception across investigation, correction, and credit note processing. That is the annual cost sitting in your operations. Most customers reach positive ROI within the first operating quarter after go-live.

Yes. Go Autonomous reads and processes orders regardless of how they arrive: email, EDI, customer portals, spreadsheet submissions, and structured messaging channels. Validation and exception resolution logic applies consistently across all channels, with duplicate detection operating cross-channel for customers who submit via multiple routes simultaneously.

Exceptions that are not caught early become claims downstream — disputes, short-shipment claims, pricing complaints. Resolving exceptions at the point of intake is the most cost-effective form of claims prevention available. It is cheaper by an order of magnitude than resolving the same problem after goods have moved. Fewer exceptions also means faster fulfilment, better OTIF performance, and fewer invoice mismatches that extend DSO.

Exceptions outside configured rules are surfaced in the supervised execution interface with all relevant context assembled: the original claim, the matched order record, the validation result, and a recommended action where one can be inferred. The operator handling the exception does not start from scratch — they confirm or modify the recommendation. Resolution time is materially faster than for manually processed exceptions, even though they require human involvement.