The Orca Mission: Enabling real-time AI control at affordable scale to accelerate positive, democratized transformation

Today’s AI controls are complex, slow, expensive, and often non-deterministic. Teams with the resources to mitigate these frictions pay a heavy opportunity cost and even still suffer with significant business and engineering constraints, and teams without the resources to mitigate them live with fundamental speed, accuracy, predictability, and cost limitations.
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‍Our belief is that a fundamentally new model steering architecture is the only path to overcoming the many constraints which create massive barriers to impact for the vast majority of business and technical teams. Starting with predictive deep learning, we believe re-architecting for real time control & explainability, modern engineering process, simplification for non-experts, recursive online learning, and rapid adaptation can unlock transformation for businesses of every size. 

This unlock must be “real time” without the lag and expense of today’s steering. It must scale efficiently without excessive cost and latency penalty. It must enable reliable control for consistent positive outcomes without episodic trust erosion. It must be democratized without dependence on resource abundance or concentrated market power. Accepting this challenge, our mission is to enable real-time AI control at affordable scale to accelerate positive, democratized transformation.