a16z: Long-running agents will own month-long customer journeys and get paid on outcomes

a16z Newsletter · rss · 2026-10-14

In a long-form essay, a16z argues that long-running agents can now own high-value customer journeys spanning weeks or months — the "relay races" of plaintiff law, insurance, and mortgages where value leaks at every handoff. Agents can chase witnesses indefinitely, review every piece of evidence, and keep full case context. Because their impact becomes observable and attributable, vendors can shift from cost-saving pricing to outcome-based pricing, sharing in revenue uplift (e.g., settlements). Obstacles remain: legal fee-sharing bans, procurement precedents, and attribution disputes. The piece points to Red Ventures as a historical template for an AI-native version.

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