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What is Human Dependency Ratio?
What HDR is
Human Dependency Ratio (HDR) is the share of B2B transactions that still require human intervention to complete. It is the operational inverse of autonomy rate: HDR equals 1 minus autonomy rate. A high HDR signals fragility, hidden labor cost, and a low ceiling for growth. Autonomous Commerce drives HDR toward zero on policy-defined transaction types.
Human Dependency Ratio in depth
Key terms
- Human Dependency Ratio
- Share of transactions still requiring human intervention to complete.
- Autonomy rate
- Share processed end-to-end without human touch. HDR is its inverse.
- Touchless rate
- Share completed with no human action on the happy path.
- Headcount risk
- Operational fragility introduced by reliance on people for routine work.
- Scaling ceiling
- The volume point above which HDR forces linear headcount growth.
Proof points
- 99 percent first-time-right rate on autonomous orders.
- 43 percent capacity released across order processing teams.
- 60 percent throughput per employee gain on autonomous channels.
- 30B+ B2B transactions executed across the Go Autonomous customer base.
Frequently asked questions
What problem does it solve in B2B commerce?
It closes the gap between how customers send orders (email, PDF, portal, EDI, Excel) and how ERPs need them entered. The manual capture, validation, and write-back work that caps throughput and produces order errors goes away.
Where does it fit alongside ERP, CRM, and EDI?
It sits in front of the ERP as the inbound execution layer. EDI handles the partners that have it. AI agents handle every other channel and write the result natively into SAP, D365, or comparable systems of record.
What does success look like in production?
Touchless execution on the happy path, autonomy rates above 80 percent on covered transaction types, first-time-right rates near 99 percent, and capacity released back to the team for higher-value work.
Human Dependency Ratio in action.
Book a 30-minute demo and see how Autonomous Commerce executes B2B transactions in your stack.
Human Dependency Ratio in action.
Book a 30-minute demo and see how Autonomous Commerce executes B2B transactions in your stack.
