Netra is built for teams running production AI agents that want to lower inference cost and latency, including startups, enterprises, researchers, and product teams.

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Q: Why specialize models instead of using a frontier API?

Most steps inside an agent are narrow and repetitive, so a specialized model tuned to those steps can match frontier-quality at a fraction of the cost and latency.

Q: What kinds of workflows does Netra support?

Netra supports data annotation, agent fine-tuning, model deployment, and agent observation, so you can move from production traces to a specialized model end to end.

Q: Can Netra help reduce AI costs?

Yes. Specialized models tuned to your agentic steps can lower per-query inference cost by an order of magnitude, with acceleration techniques compounding the savings.

Q: Does Netra support different types of data?

Yes. Netra supports multiple data types for specialization, including documents, images, text, and other structured or semi-structured datasets.

Q: How can I get started with Netra?

Share the agent and steps you want to specialize, along with your accuracy, latency, and cost targets. Netra trains and deploys a specialized model that meets your spec.

Run, train, and deploy frontier AI models with unmatched efficiency

Own your models

Train with data

Deploy anywhere

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From experiment
to scale

A complete platform for running models, training with your data, and deploying AI at scale.

Start running your AI

Serve open models on managed GPUs in minutes through an OpenAI-compatible API

Train your data

Deploy to Production

Built for speed

Optimized from the runtime up to reduce latency, maximize throughput, and keep inference consistently fast at scale.

Up to 15× lower latency

Generate the first token faster than traditional inference servers.

Higher throughput

Serve more requests per GPU with continuous batching.

Lower infrastructure cost

Reduce GPU usage while maintaining high output quality.

You got questions? We got answers

Frequently Asked Questions

What does Netra do?

Netra helps teams build specialized AI for their agents through fine-tuning, model acceleration, and production deployment.

Supercharge your AI, owned by you

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