Decision Models
Turn live video and sensor streams into actions, in real time.
OI / Real-time Models
Intelligence atmachine speed.
Real-time models that perceive, decide, and act in milliseconds, built for machines that interact with the world.
Decision ModelsVideo UnderstandingReal-time VoicePersistent Models
Thinking is slow.
Acting can't be.
Reasoning models plan and solve open-ended problems. They work in seconds to minutes.
Real-time models perceive and act continuously. They work in milliseconds.
The world doesn't wait for the next token. We build models that respond as it moves.
Models that see,
decide, and respond.
Real-time models for perception, decisions, and conversation, built around a latency budget from day one.
Video Understanding
Make sense of what is happening in a live stream, as it happens.
Real-time Voice
Low-latency speech for natural, interruptible conversation.
Persistent Models
Stateful models that run continuously and carry context across hours, not turns.
Latency is a model problem,
not just a serving problem.
You can't serve your way out of a slow model. We co-design post-training and inference, so speed is built into the model, not bolted on.
Model
Runtime
Hardware
Post-training
Shape models for speed: smaller and faster, with the accuracy your task needs.
Inference
Streaming execution that keeps state resident and responds as new inputs arrive.
Hardware
Place each model component where it runs fastest, from the data center to the edge.
From your model
to real-time production.
Bring your model and your latency target. We work with you on post-training, inference, and deployment.
Post-training and optimization
Adapt models to your task, with accuracy and latency evaluated together.
Real-time and async inference
Streaming APIs built for continuous, latency-critical workloads.
Dedicated hosting
Dedicated capacity configured for your models, traffic, and latency targets.
What needs to react
in real time?
Tell us your model and latency target. We'll start from there.