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Deck 12
The AI Technology Ecosystem
A complete guide to the tools, integrations, and platforms shaping tomorrow's enterprise — from OpenAI at the core to end-to-end automation systems.
6 min read··By the Hussam.link team
Key takeaways
- The AI stack has stabilized around models, orchestration, retrieval, and action.
- Pick best-in-class per layer, not a monolithic vendor.
- Interoperability is now a procurement requirement.
The four-layer stack
Models (OpenAI, Anthropic, Google). Orchestration (agent frameworks, workflow engines). Retrieval (vector stores, structured search). Action (CRMs, messaging, calendars, payments).
Avoid the monolith trap
All-in-one AI suites underperform best-of-breed combinations on every layer that matters. Architect for swap-ability.
What to evaluate
Latency, observability, eval tooling, data residency, and the unit economics at scale — not the demo.
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