collective-intelligence

Open-source engine that coordinates many AI models together via consensus strategies

PlatformWebfreeglobal

Ailin is an open-source collective intelligence engine that coordinates large numbers of AI models through consensus-based strategies rather than routing requests to a single model, exposing an OpenAI-compatible gateway with a full decision audit trail. It's aimed at developers who want more reliable and auditable AI outputs than a single-model integration provides, and can be self-hosted.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of collective-intelligence - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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