a16z: Long-Running Agents Take Over Relay-Race Workflows, Pricing Shifts to Outcomes

a16z · x · 2026-10-14

a16z's essay "Winning The Relay Race" argues AI agents are moving from short tasks (one support call, one email) to staying on a job for weeks or months.

The key insight: relay-race processes like personal injury cases, mortgages, insurance claims, and enterprise sales run through long chains of people, and every handoff risks a dropped follow-up or lost context. A single case agent can work a case from first call to settlement — chasing witnesses, records, and bills while keeping client and attorney updated.

Business implication: because the agent owns the end result, vendors can charge on outcomes (a closed loan, a settled case, a signed deal) rather than on labor.

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