Our industry is technology.
Our company is Anthropic.
Building AI you can trust — and the platform the world will build on top of.
We evaluated three AI opportunities for Anthropic.
Two will likely be commoditised.
One can create sustainable competitive advantage.
Commoditises
Ambient AI Companion
Same foundation models, same hardware supply, same channels — available to every competitor.
Commoditises
Pilot-to-Scale
Governance frameworks and implementation methodologies become standard industry capability.
Compounds
Trusted Agent Marketplace
The trust layer for the agent economy. Network effects, switching costs, certification data.
The decision
Why the Agent Marketplace wins.
Scored against the criteria the brief asks you to vote on.
Factor
Pilot → Scale
Wearable
Marketplace
Economic value
High
High
High
Defensibility
Medium
Low
High
Strategic logic
High
Medium
High
Realism
High
Medium
High
Sustainable advantage
No
No
Yes
Use case 01 — Pilot → Scale · Commoditises
The problem
Anyone can vibe-code a demo.
Almost no one can ship it safely.
The solution
Take your prototype and scale it safely.
Claude carries your prototype across the chasm — automated data governance, evals and benchmarking baked in — so a weekend build becomes production-grade software.
Vibe-coded prototype
A weekend idea, working
Data governance
Automated guardrails & PII controls
Evals & benchmarking
Proven before it ships
Production at scale
Live in production
Use case 02 — Ambient AI Companion · Commoditises
The problem
Your AI lives behind a screen.
Your life doesn't.
The solution
An ambient AI companion on your wrist.
A sleek, gender-neutral, expandable band. Agentic Claude woven through your entire digital life — on your wrist, not in your pocket.
Anthropic × PRADA
Designer limited edition
7 days
on a charge
Always
on-wrist
One tap
to your agents
The Trusted Agent Marketplace.
Anthropic Agent Verification Framework
Sales Agent
by Salesforce
AVF Verified
Notes Agent
by Notion
AVF Verified
Rides Agent
by Uber
AVF Verified
Travel Agent
by Booking.com
AVF Verified
Music Agent
by Spotify
AVF Verified
Inbox Agent
by Gmail
AVF Verified
Travel
Imagine planning the perfect trip.
Travel, sorted
in 40 seconds
Lisbon this weekend. Flights and a riverside stay booked, your airport ride scheduled, the itinerary already in your notes.
The strategic test
Cross-side network effects and trust compound the moat over time
Ambient AI Companion
Competitors copy features & channels.
Advantage decreases over time
Pilot-to-Scale
Best practices become industry standard.
Advantage decreases over time
Agent Marketplace
More agents → more users → more developers → more trust data.
Advantage increases over time
The bet we make
The Trusted Agent
Marketplace wins.
Trust is the moat
Every agent passes the Anthropic Agent Verification Framework. In a world of autonomous software, the verified store is the only one anyone will plug into their life.
Cross-side network effects
More developers bring more users; more users pull in more developers. The flywheel compounds — and competitors can't rebuild it from scratch.
AI models themselves are rapidly becoming commodities.
Sustainable advantage will be built by the ecosystems, trust mechanisms and network effects around them.
Sustainable advantage will be built by the ecosystems, trust mechanisms and network effects around them.
Anthropic
Trust layer
Developers
Salesforce, Notion, Uber — build & certify agents.
Users
Millions who only plug in AVF-verified agents.