Modern Cloud AI Stack

Run, scale, and collaborate on AI and Data workloads on a unified compute platform.

Scale experiments and validate product ideas with simple and affordable serverless AI infrastructure

Teams choosing to build with TractoAI

AI frontier is shifting towards data. Is your stack ready?

General purpose AI models are quickly becoming commodities. The value moves towards proprietary data and custom models. Today’s tooling isn’t built for data-centric, personalized AI.

Introducing TractoAI

Run entire ML workflow—data prep, training, and inference—in a single shared environment

Handle all types of data—images, video, audio, text, and tabular—without switching tools

Cut AI and data infrastructure costs vs. hyperscalers, with no performance compromise

Access a large pool of CPUs and GPUs. Automatically scale resources up or down

No cluster setup. Run your jobs with serverless execution and usage-based pricing

AI frontier is shifting towards data. Is your stack ready?

General purpose AI models are quickly becoming commodities. The value moves towards proprietary data and custom models. Today’s tooling isn’t built for data-centric, personalized AI.

Introducing TractoAI

Run entire ML workflow—data prep, training, and inference—in a single shared environment

Handle all types of data—images, video, audio, text, and tabular—without switching tools

Cut AI and data infrastructure costs vs. hyperscalers, with no performance compromise

Access a large pool of CPUs and GPUs. Automatically scale resources up or down

No cluster setup. Run your jobs with serverless execution and usage-based pricing

Dedicated cluster for production workloads

Connect data and build custom AI workflows using built-in open source frameworks and scalable compute runtime. Interactive notebooks or SDKs, your choice.

Fine-tune models on your data

Fine tune or distill popular open source models like DeepSeek, Llama or Flux. Experiment and tweak models at scale with dynamic compute.

Train your own AI models

Build custom models with Tracto distributed training launcher. Support for all major libraries like PyTorch, Hugging Face, Nanogpt. Scale up to hundreds of GPUs in seconds, store checkpoints, and monitor results on W&B.

LLM batch inference

Run distributed batch inference jobs to increase throughput and utilize both CPUs and GPUs. Built-in support for popular inference libraries vllm, sglang.

Multi modal data processing

Process structured and unstructured data including images, video, and audio. Synthetically generate data at scale for reinforcement learning.

Work with your favorite tools and save on integration work

Products and interfaces

Products and interfaces

Notebooks

Notebooks

Workflows

Workflows

Docker registry

Docker registry

Web interface

Web interface

SDK

SDK

Products and interfaces

Notebooks

Workflows

Docker registry

Web interface

SDK

Computations and data

Computations and data

SQL

SQL

Ray

Ray

Files

Files

Structured metadata

Structured metadata

MapReduce

MapReduce

AI models

AI models

Dataset tables

Dataset tables

Computations and data

SQL

Ray

Files

Structured metadata

MapReduce

AI models

Dataset tables

Resource layer

Serverless GPU and CPU compute

Serverless GPU and CPU compute

Cypress distributed filesystem

Cypress distributed filesystem

Resource layer

Serverless GPU and CPU compute

Cypress distributed filesystem

Underlying infrastructure

Underlying infrastructure

Compute cloud

Compute cloud

Bare metal racks

Bare metal racks

Underlying infrastructure

Compute cloud

Bare metal racks

Explore TractoAI for free

Try pre-built Python notebooks for scalable data processing, inference, and RL on live GPUs. No credit card required.

Scale individual workloads and ML platforms with framework friendly tools

Data scientists and ML researchers

• Distribute AI workloads across multiple nodes w/o infra expertise

• Leverage ML ecosystem with extensible integrations

Data & ML Platforms builders

• Compute abstractions for creating scalable data & ML platforms

• APIs to integrate with data and ML tools

MLOps & DevOps teams

• Automatic job orchestration and scheduling

• Autoscaling - scale to 100s of GPUs/CPUs

Explore TractoAI for free

Try pre-built Python notebooks for scalable data processing, inference, and RL on live GPUs. No credit card required.

Ready for AI workloads

Tracto automates deployment and scaling for tasks like ML training, exploratory analysis, and big data processing enabling teams to iterate faster

Tracto automates deployment and scaling for tasks like ML training, exploratory analysis, and big data processing enabling teams to iterate faster

Solution library

Hit the ground running with pre-built templates and unparalleled expert guidance.

Solution library

Hit the ground running with pre-built templates and unparalleled expert guidance.

Solution library

Hit the ground running with pre-built templates and unparalleled expert guidance.

Solution library

Hit the ground running with pre-built templates and unparalleled expert guidance.

Solution library

Hit the ground running with pre-built templates and unparalleled expert guidance.

Solution library

Hit the ground running with pre-built templates and unparalleled expert guidance.

Developer friendly

Support for most popular open source libraries and data formats.

Developer friendly

Support for most popular open source libraries and data formats.

Developer friendly

Support for most popular open source libraries and data formats.

Developer friendly

Support for most popular open source libraries and data formats.

Developer friendly

Support for most popular open source libraries and data formats.

Developer friendly

Support for most popular open source libraries and data formats.

Future proof

Scalable and efficient compute and storage for training workloads of any size.

Future proof

Scalable and efficient compute and storage for training workloads of any size.

Future proof

Scalable and efficient compute and storage for training workloads of any size.

Future proof

Scalable and efficient compute and storage for training workloads of any size.

Future proof

Scalable and efficient compute and storage for training workloads of any size.

Future proof

Scalable and efficient compute and storage for training workloads of any size.

Prove research and bootstrap AI roadmap with TractoAI serverless