Frontier models can process healthcare data. They can’t yet reason about it the way a specialist does. That gap between pattern recognition and expert judgment is what Akala Labs exists to close.

We turn real-world clinical expertise into the signal models learn from. Not just the data, but the judgment behind it: what an expert saw, what they weighed, and how they reached their conclusion.