Deci

Deci is a platform for optimizing deep neural networks, built for AI teams and enterprise users. It helps speed up development and deployment of models for generative AI and computer vision, reducing the time from prototype to production.

Key capabilities

• Automatic model optimization using AutoNAC
• Improved model accuracy and inference speed
• Reduced cloud compute costs (up to 80% as stated)
• Self-hosted deployment and inference management to support data privacy

Deployment and integrations

• Supports deployment across different hardware types
• Modern specialized hardware is recommended for maximum performance
• External MLOps integrations are limited and still evolving

Common use cases

• Optimizing computer vision models in automotive workflows
• Building AI for smart retail scenarios
• Lowering operating costs for cloud-based AI services