Runcrate

The product is an AI cloud platform that provides GPU compute and managed inference for training, fine-tuning, and deploying AI models, addressing cost, complexity, and slow provisioning of GPU infrastructure. It sells to developers, DevOps/SRE and IT teams in b2b companies ranging from startups to enterprises that build and operate AI workloads. It is delivered as a self-serve cloud with per-token inference and per-second GPU billing, available via API and bare-metal instances with dedicated and VPC deployment options.

Key features

• Dedicated inference on open-source models
• 200+ models via single API endpoint
• Per-second GPU compute billing
• Bare metal GPU instances L40S to B200
• Multi-cloud GPU deployment
• Distributed training with DeepSpeed/FSDP/Megatron-LM
• LoRA/QLoRA and full fine-tuning
• RAG pipelines with embeddings and vector search
• AI agents with function calling and MCP
• Image and video generation models
• Text-to-speech and speech-to-text
• Voice cloning and audio processing
• Vision models and OCR/document analysis
• GPU-accelerated ETL with RAPIDS/cuDF
• Jupyter/VS Code/SSH research environments
• Export to TensorRT/ONNX for edge