How is autonomy measured and reported?

How autonomy is measured: mechanism, deployment, and KPIs explained

Autonomy is measured as the percentage of transactions executed by AI agents without human intervention. Reporting separates autonomy by channel (email, EDI, PDF, portal), by transaction type (order, quote, claim), and by exception category. Mature dashboards show daily autonomy trends, exception breakdowns, and capacity released by transaction type.

How autonomy is measured in depth

By Go Autonomous · Last updated: April 28, 2026

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 autonomy is measured 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 autonomy is measured 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 autonomy is measured success?

[REVIEW] Autonomy rate, FTR rate, cycle time, cost per order, and exception volume. Pair with customer satisfaction and win rate for business outcomes.