Why IFX?

• Open and Flexible: Built on open-source components and AMD-compatible optimizations
• High Throughput: Leverages AMD CDNA 4 architecture with FP8/FP16 acceleration and HBM3E memory
• Enterprise Ready: REST APIs, modular design, logging, monitoring, and secure multi-tenant support
• No Lock-in: Replaces proprietary NVIDIA Triton/CuDNN stack with open equivalents like vLLM and MIOpen
• Optimized for Service Kits based on key Enterprise AI Use Cases

Technical Highlights

• Core Inferencing Engine: vLLM for high-speed, low-latency LLM execution
• Executor & API Gateway: FastAPI-based IFX Executor container with rate limiting, batching, and model routing
• Accelerator Stack: ROCm, HIP, MIOpen, and CDNA 4 MFMA for GPU compute acceleration
• Kubernetes Deployment: Helm chart-based deployment with autoscaling, Prometheus integration, and logging
• Compatible Models: Open LLMs like LLaMA2, Mistral, Falcon, Gemma, and more

Primary Use Cases

• Enterprise Chatbots: Real-time multimodal LLM-based assistants for knowledge retrieval and customer service
• Internal LLM Copilots: Custom-trained domain-specific models integrated into enterprise workflows
• Automated Insurance Claim & Damage Assessments: Vision + text inferencing for structured workflows
• Healthcare & Compliance Assistants: LLMs fine-tuned for regulatory document processing and explanation
• Media & Knowledge Summarization: Video > Audio > Text > Summary pipelines with transparent sourcing

Customer Benefits

• 20%+ LLM Throughput Improvement: Benchmarked vs Triton/CPU baselines
• Zero Licensing Cost: No hidden fees due to open-source base
• Scalability: Containerized services scale via Kubernetes for high-demand deployments
• Security & Compliance: Multi-tenant safe with secure access controls and observability hooks
• Multi-cloud Compatible: Easily runs on any AMD-powered cloud or on-prem HPC cluster

IFX-Powered Enterprise AI Service Kits

DocPrep for RAG

Prepare documents for Retrieval-Augmented Generation (RAG) pipelines at scale; discover, parse, and transform large datasets for LLM consumption.

ConvoGene

A customizable enterprise chatbot framework with live demo support, optimized for secure and scalable deployment.

Transcribe

A conversational AI platform intelligent enough to comprehend and record multi-person conversations across meetings or support calls.

VAST

VAST (Video-Audio-Summarization Toolkit) converts video and audio into multilingual, citation-backed text summaries, streamlining compliance, media, and knowledge workflows.

SmartE

SmartE applies computer vision to object images (e.g. vehicles) for fast, explainable deformity or damage assessments, enabling automation and acceleration in business applications like insurance and servicing claim processes.

Other Service Kits: AI and Cloud Intelligence

EchoSwift – LLM Performance Tool

An inference benchmark tool designed for Large Language Models (LLMs), enabling performance analysis across platforms.

Carbon Calculator

Track and analyze cloud carbon emissions, helping enterprises minimize environmental impact.

Cloud Control

Optimize private cloud infrastructure using advanced analytics for performance and cost-efficiency.

Cloud Migration Advisor

A smart solution to assess cloud management costs and recommend cost-reduction strategies through process optimization.

What is your AI Use Case?

Ready to Deploy with Infobell IFX? Infobell offers turnkey IFX solution integration including benchmarking, fine-tuning, training, and managed inferencing.

Contact us to schedule a demo or PoC today at Connect with us or email us at info@infobellit.com

Together with AMD, Infobell IFX accelerates Enterprise AI.