01
AI Agent
How does digital labor move from demo to governed workflow and budget?
STATUS · DISCOVERYFive primary lanes. One shared company model.
Each lane begins with a falsifiable GTM question and earns depth through source-backed cases.
02
AI Safety
Who owns the risk, which control is purchased, and how is value proven?
STATUS · DISCOVERY03
AI Memory
How do memory systems earn developer trust, integration depth and retention?
STATUS · DISCOVERY04
AI Infrastructure
How does developer adoption convert into durable enterprise infrastructure?
STATUS · DISCOVERY05
AI Hardware
How do prototype, manufacturing, channel and recurring software reinforce each other?
STATUS · DISCOVERYNEXT TEN
Recommended case-selection lenses.
These are research categories, not findings. A real company enters only after official-source collection.
- 01Enterprise Agent workflow platforms
- 02Agent security and permission control
- 03AI evaluation and observability infrastructure
- 04Long-term Agent memory infrastructure
- 05Open-source developer tools moving upmarket
- 06AI inference and model-routing infrastructure
- 07Shenzhen AI glasses and wearable supply chains
- 08AI recording devices with recurring software
- 09Enterprise AI solution engineering organizations
- 10Quant-firm talent and developer GTM