Purple Hat is introducing a unified AI platform for deploying and managing AI fashions, brokers, and purposes.
Purple Hat AI Enterprise goals to assist firms which might be caught in AI pilot phases because of fragmented instruments and infrastructure, by providing an ordinary surroundings the place organizations can carry out AI inference, customise and tune fashions, and deploy and handle brokers, utilizing any mannequin or {hardware}.
It leverages optimized runtimes for inference, resembling vLLM and the llm-d framework, to supply high-throughput and low-latency mannequin serving, in addition to offering a standardized API layer by way of the Llama Stack and supporting the Mannequin Context Protocol (MCP) to permit connection to exterior techniques.
Moreover, to allow better belief in AI, Purple Hat AI Enterprise presents instruments for drift detection, bias monitoring, and mannequin explainability, together with analysis frameworks like RAGAS, which measure the standard of RAG-based techniques.
In response to Purple Hat, whereas the platform is essential in laying the foundations for AI implementation, its true power is in its Day-2 capabilities, resembling dynamic useful resource scaling, built-in monitoring, unified safety, and rolling updates to stop downtime.
“Purple Hat AI Enterprise is greater than only a assortment of instruments—it’s a strategic basis for the AI-driven period. By bridging the hole between experimentation and manufacturing, it helps organizations innovate sooner whereas sustaining the safety posture and management required by the trendy enterprise,” Jennifer Vargas, principal product advertising and marketing supervisor at Purple Hat, wrote in a weblog put up.
To coincide with the launch of Purple Hat AI Enterprise, the corporate additionally introduced a brand new model of Purple Hat AI, its platform for constructing and working AI purposes.
Purple Hat AI 3.3 options an expanded mannequin ecosystem that features production-ready, compressed variations of Mistral-Massive-3, Nemotron-Nano, and Apertus-8B-Instruct. It additionally presents help for extra {hardware}, resembling help for AMD MI325X accelerators, an growth to the {hardware} certification for NVIDIA’s Blackwell Extremely, and a expertise preview for supporting Intel CPUs.
As well as, this launch features a expertise preview of Fashions-as-a-Service (MaaS), enabling IT groups to arrange self-service entry to privately hosted fashions, selling elevated AI adoption throughout the enterprise.
Different key updates in Purple Hat AI 3.3 embody:
- The Purple Hat AI Python Index, which gives entry to enterprise-grade variations of crucial instruments like Docling, SDG Hub, and Coaching Hub
- Actual-time telemetry throughout AI workloads, llm-d deployments, and MaaS cluster and mannequin utilization
- A expertise preview of a NeMo Guardrails integration that enables builders to raised implement operational security and alignment
