From Big Data to Heavy Data
🌍 AI has unlocked a new class of data
- 🎥 Videos, 🖼️ Images, 🎧 Audio, 📄 PDFs, 🔬 MRI scans, 🧠 Embeddings
- Rich, multimodal, and full of untapped signal
- Living in object stores (S3, GCS, Azure) - outside the reach of traditional SQL tools
This is Heavy Data - and it's the fuel for the next generation of AI.
⚡ Turn Heavy Data Into an Advantage
- Extracting structure, embeddings, and insights
- Powering agents, copilots, and adaptive workflows - without reprocessing
- Building pipelines and ETL that turn raw files into AI-ready knowledge
The efficient teams don't avoid heavy data - they make it their edge.
Trusted partners with global industry leaders
See what DataChain can do
Master multimodal data with seamless ETL
Apply LLMs and ML models to extract insights from videos, PDFs, audio, and other unstructured data types. Effortlessly organize it into ETL processes.
Reproduce and data lineage
Track data lineage with all code and data dependencies. Reproduce datasets, and update them automatically via ETL.
Large-Scale Data Processing
Efficiently handle millions or billions of files. Leverage ML models for data filtration, join datasets seamlessly, and compute dataset updates with ease.