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How does exception handling work in Autonomous Commerce?
How exception handling works: mechanism, deployment, and KPIs explained
Exception handling in Autonomous Commerce works through learned resolution patterns. AI agents detect exceptions like missing customer numbers, partial SKU matches, or pricing mismatches. Agents apply known resolutions: fuzzy match, alternate pack size lookup, contract price application. Only true edge cases route to humans, typically 5 to 20 percent of volume.
How exception handling works in depth
Key terms
- AI agent
- Software that perceives inputs, makes decisions, and executes actions to achieve a goal without step-by-step human instruction.
- Autonomy rate
- Share of transactions executed without human touch.
- FTR
- First-Time-Right rate, the share of transactions correct on the first pass.
- Touchless processing
- Processing in which transactions complete with no human action.
- Exception handling
- The routing of ambiguous transactions to automated resolution or human review per policy.
Proof points
- Orders processed in under 60 seconds end-to-end (Go Autonomous benchmark).
- 18 percent quote-to-order win rate uplift after deployment.
- 43 percent capacity released across order processing teams.
- 60 percent throughput per employee gain on autonomous channels.
- 99 percent first-time-right rate on autonomous orders.
- Danfoss processes orders in under 1 minute across 26 countries.
- 30B+ B2B transactions executed across the Go Autonomous customer base.
Frequently asked questions
How long does how exception handling works take to deploy?
[REVIEW] First production flow ships in 6 to 12 weeks. Full coverage at 80 percent autonomy reaches in 6 to 9 months.
What does how exception handling works cost?
[REVIEW] Investment scales with order volume and ERP complexity. ROI typically arrives within 12 months through capacity released and FTR lift.
What KPIs measure how exception handling works success?
[REVIEW] Autonomy rate, FTR rate, cycle time, cost per order, and exception volume. Pair with customer satisfaction and win rate for business outcomes.
How exception handling works in action.
Book a 30-minute demo and see how Autonomous Commerce executes B2B transactions in your stack.
How exception handling works in action.
Book a 30-minute demo and see how Autonomous Commerce executes B2B transactions in your stack.
