# SF Tensor

> Publicly sourced profile assembled by Optimly, in the Optimly AI Brand Index. Last refreshed 2026-10-04.

- **Business Profile:** https://optimly.ai/brand/sf-tensor
- **Dataset:** https://optimly.ai/brand/sf-tensor.json
- **Markdown:** https://optimly.ai/brand/sf-tensor/llms.txt
- **Official website:** https://sf-tensor.com
- **Slug:** sf-tensor
- **Categories:** ai-machine-learning

## Overview

- **Tagline:** Guarantees an average of 70% training cost savings. Reduces time from research to training from months to hours. Offers scalable training from 1 to 10,000 GPUs with zero code changes, automatically finding the cheapest hardware across providers and optimizing workload-specific kernels.
Source: Brand's website (https://sf-tensor.com) · 2026-10-04

- **Description:** SF Tensor provides an optimized AI model training platform that manages infrastructure, optimizes kernels, and orchestrates large-scale training runs across various cloud providers to reduce costs and accelerate development for enterprises and AI labs.
Source: Brand's website (https://sf-tensor.com) · 2026-10-04

## Offerings

- **Core capabilities:**
  - Tensor Cloud (automated multi-cloud GPU orchestration)
  - Kernel Optimizer (workload-specific kernel optimization)
  - Emma Language (platform-agnostic high-performance language for AI).
Source: Brand's website (https://sf-tensor.com) · 2026-10-04

- **Pricing:** Pay for savings, not seats. Charges a share of verified savings against baseline cost; no payment if costs are not cut.
Source: Brand's website (https://sf-tensor.com) · 2026-10-04

## Audience

- **Target industry:** Enterprises seeking to post-train models on proprietary data securely, and AI Labs focused on frontier-scale pre-training across various hardware, from 1 to 10,000 GPUs.
Source: Brand's website (https://sf-tensor.com) · 2026-10-04

Page last updated 2026-10-17.