AI Ecosystem Map
The portfolio as an ecosystem, not just a supply chain (who supplies whom) but the full web of customers, complements, + co-dependencies. Companion: AI Supply Chain Map, Competitive Landscape Map, Knowledge Graph.
The Ecosystem In Layers (who depends on / complements whom)#
┌──────────────────────── THE AI LAB LAYER (indirect) ───────────────────────┐
│ OpenAI(MSFT) · Anthropic(AMZN/GOOGL) · DeepMind(GOOGL) · Llama(META) │
└───────────────────────────────┬────────────────────────────────────────────┘
│ drives demand
┌────────────────────────────────▼───────────────────────────────────────────┐
│ COMPUTE/SILICON/POWER NVIDIA·TSMC·Micron Technology· │
│ Marvell Technology·Disco Corporation· │
│ Constellation Energy·Vistra │
└───────────────────────────────┬────────────────────────────────────────────┘
│ enables
┌────────────────────────────────▼───────────────────────────────────────────┐
│ CLOUD Microsoft·Amazon·Alphabet·Meta Platforms │
│ (buy compute, sell AI services, host everything below) │
└───────────────────────────────┬────────────────────────────────────────────┘
│ run ON the cloud (customers of hyperscalers)
┌────────────────────────────────▼───────────────────────────────────────────┐
│ AI ESTATE SOFTWARE │
│ Data: Snowflake Observe: Datadog Secure: CrowdStrike·Zscaler │
│ Apps: ServiceNow·Salesforce │
└───────────────────────────────┬────────────────────────────────────────────┘
│ surface AI to
┌────────────────────────────────▼───────────────────────────────────────────┐
│ CONSUMER Meta Platforms·Netflix·Roblox·Alphabet(Search/YT) │
└──────────────────────────────────────────────────────────────────────────────┘
The Complement Web (mutually-reinforcing pairs)#
| Pair | Relationship | Why it matters | |, -|, -|, -| | Datadog + Snowflake | Observability over the data cloud | "Datadog complements Snowflake", same estate, different lens | | CrowdStrike + Zscaler | Endpoint + network = full Zero-Trust | "CrowdStrike complements Zscaler", cover the whole attack surface | | ServiceNow + Salesforce | System of action + system of record | "ServiceNow complements Salesforce", workflow + customer data | | Snowflake + NVIDIA | Data + compute | Data feeds the models the GPUs train | | Constellation Energy + Vistra | Clean baseload + merchant power | Two ways to own AI power | | NVIDIA + Marvell Technology | Compute + interconnect | GPUs need networking to form clusters | | BioNTech + IQVIA | Innovator + data/trials infrastructure | Drug discovery + the data backbone enabling it |
The Software Estate Is The Hyperscalers' Customer#
Every software holding runs on + pays the hyperscalers, so cloud growth is their tailwind too:
- Snowflake, Datadog, CrowdStrike, Zscaler, ServiceNow, Salesforce all consume Amazon/Microsoft/Alphabet cloud.
- This makes them both customers + (sometimes) competitors of the hyperscalers (e.g., Snowflake vs Fabric/Redshift/BigQuery).
The Self-Reinforcing Loop (the organism breathes)#
AI labs raise ambition → hyperscalers raise capex → silicon/power spine sells more
↑ │
│ ▼
consumer/enterprise AI demand ← software monetises AI ← cloud deploys the compute
When any node accelerates, it pulls the others. This is why the fund reads earnings across holdings, see Cross-Holding Read-Throughs.