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Overview
Refuel.AI is a platform that uses large language models to generate, annotate, and enrich datasets for AI model training. By accepting user instructions on the needed data, it automatically creates and labels datasets, streamlining data preparation. It differs from traditional annotation services by delivering end-to-end, instruction-driven data generation and labeling at scale. Its goal is to speed up AI development and deployment by providing ready-to-use, high-quality labeled data tailored to each project.
About Refuel.AI
Industries
Data & Analytics
Enterprise Software
AI & Machine Learning
Company Size
11-50
Company Stage
Seed
Total Funding
$10.5M
Headquarters
San Francisco, California
Founded
2021
Simplify's Take
What believers are saying
- Together AI's $533M funding enables rapid scaling of Refuel-LLM models across enterprise customers.
- Processing billions of tokens weekly for AI-native startups and major financial institutions demonstrates traction.
- Automated prompt engineering and hyperparameter optimization reduce manual ML engineering overhead significantly.
What critics are saying
- Acquisition eliminates Refuel's independent brand; Together AI redirects customers to its platform.
- AutoLabel open-source commoditizes core labeling technology, enabling free competitor alternatives.
- Declining AI data tooling VC funding limits Together's investment in Refuel-LLM model advancement.
What makes Refuel.AI unique
- Refuel-LLM-2 achieves 50% fewer errors than state-of-the-art models on structured data tasks.
- AutoLabel open-source library delivers 25-100x speedup for dataset creation versus manual labeling.
- Integrated into Together AI's platform with serverless inference and LoRA fine-tuning capabilities.
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Funding
Total Funding
$10.5M
Above
Industry Average
Funded Over
2 Rounds
General CatalystIndustry standards
Benefits
Competitive salary & meaningful equity
Health, vision, & dental insurance
Unlimited PTO
Home office setup
Learning & development
Team retreats
Growth & Insights and Company News
6 month growth
↓ -7%1 year growth
↓ -18%2 year growth
↓ -7%If you speak with the largest enterprises today, they will tell you about the hundreds of AI applications they would like to deploy across their organization. However, they run into a consistent challenge – their data is an unstructured mess and they lack the tooling to easily clean and transform this data – and without the right data, AI applications cannot hope to meet production-level quality.
Together AI has acquired Refuel.ai, a startup specializing in transforming unstructured data into structured datasets for AI applications, for an undisclosed amount. Refuel, founded in 2021, has raised about $5.2 million. Together AI, founded in 2022, has raised approximately $533 million, with its latest round in February raising $305 million. The acquisition aims to enhance Together AI's data quality capabilities for generative AI models, with Refuel's LLM-2 now available on Together AI's platform.
Refuel.ai Inc. has introduced its Refuel Cloud platform, designed to streamline the preparation of datasets for artificial intelligence (AI) training.
Refuel AI - a platform to automate dataset creation and labeling for every business and every use case - announced recently that it exited from stealth with $5.2 million in seed funding led by General Catalyst and XYZ Ventures.
– Refuel.ai, a San Francisco-based dataset creation and labeling automation platform, raised $5.2 million in seed funding co-led by General Catalyst and XYZ Ventures.
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About Refuel.AI
Industries
Data & Analytics
Enterprise Software
AI & Machine Learning
Company Size
11-50
Company Stage
Seed
Total Funding
$10.5M
Headquarters
San Francisco, California
Founded
2021
There are no jobs for Refuel.AI right now.
Find jobs on Simplify and start your career today