Multi-model aggregation product for complex knowledge or creative work
Build a single product shell that routes different parts of a task to models with complementary strengths, then combines their outputs into a better result than any one model could provide.
From a16z — The State of AI: Models, Moats, and the Consumer Renaissance at 12:58
Problem: No single model is simultaneously best at every domain, personality, modality, or stage of a complex task.
For: Developers, researchers, decision-makers, and creative professionals who need multiple types of intelligence or modalities in one workflow.
Examples
- Expedia: illustrates the value of aggregating inventory from multiple airlines into one place instead of visiting each airline separately.