Identifying use cases and deploying AI and ML solutions for Enterprises; Evaluating CPU and GPU technologies, creating Gen AI model applications and chatbots for sectors like IT operations, retail, healthcare, and real estate; overseeing data lifecycle management; Conducting performance characterization for LLM systems; Developing scalable tools and frameworks for natural language processing and image classification; Partnering with industry leaders such as AMD and others.

Spotlight: Infobell IT sponsoring AMD Advancing AI 2025

Enterprise AI Solutions

• 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 e.g. vehicles images for fast, explainable deformity (or. damage) assessments, enabling automation and acceleration in business applications like insurance and servicing claim processes.

AI & 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.

AgenticFlow - Agentic AI Solutions

• AgenticFlow empowers enterprises to seamlessly design, develop, and deploy intelligent AI agents and end-to-end workflows. From orchestrating autonomous decision-making to integrating multi-agent systems into real-world applications, AgenticFlow provides a unified foundation for building adaptive, scalable AI solutions. Leveraging modular architecture, no-code/low-code interfaces, and enterprise-grade orchestration, it accelerates AI adoption across diverse use cases—enhancing productivity, automation, and responsiveness at scale.

• AI Agents – Automate queries with human interface

AI Infrastructure and Software Development Services

Gen AI offerings on-prem / Hybrid

• On Prem K8S – Red Hat OpenShift, VMware Private AI, Nutanix GPT-in-a-Box

• Cloud – EKS, GKE etc

• Showcase near-real scaling, LLMOps, deployment on CPU, GPU (Nvidia and AMD)

Performance & Architecture Services

TCO analysis, Sizing, Scaling, Reference Architectures, Benchmarking

• TCO Analysis for customer solutions
• Sizing and Reference Architecture for customer use cases
• Benchmarking-as-a-Service
• Scale test and identify architectural bottlenecks for production deployments Accelerate AI implementations – Ease of Adoption

Accelerate AI Go To Market – Ease of Adoption

AI Apps Research and Development

• Research and Investigations on models, training

• Software and environment bring up and deploy for analysis

• AI Performance and scale tests

Run Experiments

• Inferencing

• Training

• Comparison of models

Run Benchmarks

• Build benchmarks (different types of infra / models for comparative analysis) e.g. Ecoswift

• Generate new datasets

• Expertise in running MLPerf, TPC-AI, HPC benchmarks on GPU and inference benchmarks for LLMs

• Fine-tune, analyze, debug

Build Guides

• Simple to use documents for customers to build their solutions

Reference Architecture

• Recommended architectures for various solutions which are tried and tested

Infra – Sizing and TCO Analysis

• Sizing reference architectures for different configurations of GPU, CPU, scale and performance

• TCO analysis for customers

Live Demo & Templates

• DIY templates and live demos for various verticals and use cases such as Chatbots, Co-pilots

• GTM Demos

Support / Drive Customer PoCs

• Successful PoC translate to customer adoption and we can drive or provide 24/7 support for customer PoCs