AI-native application revenue

Revenue earned by companies built on top of models, such as coding tools.

Facts

Lane: Software
Wave: 8 of 12 (build order, not a date)
Needs: 16 boxes all the way back through hard links
Unlocks: 0 boxes downstream through hard links
Leverage: None: already built
Cluster: Agents at work

Evidence as of October 2026

State of AI 2026 finds AI-native companies growing revenue 256% a year, against 90% for AI-enabled ones. Cursor passed $2bn in annualised revenue in March 2026.

Detail boxes 1

Outcome-based pricing capability · Emerging · helps, not required

Charging per task done rather than per seat.

Intercom’s Fin charges $0.99 per resolution and is near $100m of annual revenue, about half of Intercom’s total.

01Enterprise DNA: Intercom’s Fin nears $100M ARR (secondary report)

Around it

Needs · 3

Coding agents as productsstage · Built today
Firm-owned post-trained modelscapability · Emerging · helps, not required
Professional-services agentsstage · Built today · helps, not required

Unlocks · 1

Capex payback gapbrake · Emerging · helps, not required

Brakes

Works against this box

Attention and curation under content glutbrake · Built today

Loops and off-ramps

Commoditisationbalancing loop
Capex pullbackoff-ramp · slowed
Taiwan chip disruptionoff-ramp · slowed
Power shortfalloff-ramp · slowed
Capability plateauoff-ramp · slowed
Training data ruled outoff-ramp · slowed
Misuse catastropheoff-ramp · slowed