InfiX.ai provides an enterprise platform called InfiXspeed that helps organizations build domain-specific Expert AI models through FP8-powered low-precision training and efficient inference. The platform supports the complete AI lifecycle—from data processing and model training to evaluation, deployment, and business integration—in secure, controlled environments. Training efficiency improvements include a 48.1% reduction in training time and 92.6% faster training speed compared to traditional FSDP approaches.
Funding
Funding not disclosed
Founders
Product
Problem
General AI models lack the domain-specific context, business workflows, governance rules, and compliance requirements that enterprises need for practical deployment. Building custom AI models typically requires significant computational resources, specialized expertise, and expensive infrastructure, making it difficult for organizations to translate proprietary data and expert knowledge into usable AI capabilities.
Solution
InfiX.ai provides InfiXspeed, an enterprise platform for efficient domain AI development that combines FP8 training, efficient inference, and secure deployment. The platform supports the complete AI lifecycle—from data processing and model training to evaluation, inference, deployment, and business integration—enabling organizations to turn proprietary data, business workflows, and expert knowledge into domain-specific Expert AI. InfiXspeed's Serverless Endpoint within the Inference module provides API-based access to production-ready models, allowing enterprises to use high-performance inference on demand without deploying or operating GPU infrastructure. The company's research focus includes low-precision training, model fusion and merging, GUI agents, and multimodal intelligence to push AI capabilities while maintaining practical applicability.
Target Audience
Primary customers are enterprises seeking to build or explore domain-specific AI models, reduce training costs, deploy internal AI services, or access trusted models via serverless inference APIs.
Features
- FP8-powered low-precision training achieving near-BF16 accuracy with significantly greater efficiency
- 48.1% reduction in training time and 92.6% boost in training speed compared to traditional FSDP
- Serverless Endpoint inference module for on-demand, API-based access to production-ready models without GPU infrastructure management
- Complete AI lifecycle support spanning data processing, model training, evaluation, inference, deployment, and business integration
- Secure, controlled deployment environments for enterprise data and governance compliance
- Model fusion and merging capabilities for combining multiple models into specialized domain expertise
- Support for building Expert AI from proprietary data, business workflows, and expert knowledge