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TrueFoundry Blog

Curated insights, expert tutorials, and innovative techniques for ML and LLM use cases

September 8, 2025
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The Messy Middle: Surviving the Transition from Rule-based IVR to Agentic systems

Discover how enterprises can survive the messy middle of customer experience transformation—navigating the limitations of legacy rule-based IVR and the challenges of adopting LLM-driven agentic systems. This blog by Pavel Fomitchov explores why businesses can’t wait on AI adoption, the hybrid approach powering real-world use cases, and the tradeoffs leaders must consider to balance efficiency, compliance, and customer satisfaction at scale.

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Pavel Fomitchov

Trending

September 8, 2025
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5 min read

Top 5 AI Gateways in 2025

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September 8, 2025
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Top Agentic AI Platforms in 2025

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September 8, 2025
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Crewai vs LangGraph: Know The Differences

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September 4, 2025
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Generative AI Gateway: The Future of AI Integration

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Recent posts

July 7, 2025
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LLMOps Architecture : A Detailed Explanation

July 15, 2025
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LLMOps vs MLOps: A Complete Comparison Guide

July 7, 2025
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What is LLMOps?

July 25, 2025
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10 Best LLMOps Tools in 2025

July 1, 2025
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7 Best Vector Databases in 2025

April 17, 2025
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LLM Locust: A Tool for Benchmarking LLM Performance

July 1, 2025
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5 min read

Top 5 Azure ML Alternatives of 2025

September 6, 2025
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5 min read

What is LLM Gateway ?

July 8, 2025
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What are LLM Agents?

July 7, 2025
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Top 5 Portkey alternatives in 2025

August 14, 2025
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Top 5 LiteLLM alternatives of 2025

July 11, 2025
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Portkey vs LiteLLM : Which is Best ?

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TrueML Talks

August 8, 2024
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Big Data and ML Practices at Palo Alto Networks

July 11, 2024
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Future of LLMs and Real Time Communication

June 13, 2024
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Leveraging AI/ML for Revolutionary Logistics at Sennder

May 16, 2024
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Evolution of Machine Learning: A Deep Dive into Savin's Journey

March 28, 2024
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Applications of GenAI at Google

March 22, 2024
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Programmatic Data Labelling and Training LLMs at Snorkel.ai

February 15, 2024
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TrueML Talks #29 - GenAI and LLMs for Location Intelligence @ Beans.AI

February 1, 2024
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TrueML Talks #28 - GenAI and LLMs for Sales Outreach @ OneShot

January 18, 2024
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TrueML Talks #27 - GenAI and LLMOps for Customer Success @ Level AI

January 4, 2024
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TrueML Talks #26 - Enterprise GenAI and LLMOps with Labhesh Patel

December 21, 2023
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TrueML Talks #25 - GenAI and LLMOps for GTM (Go-To-Market) @ Twilio

December 13, 2023
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True ML Talks #16 - Machine Learning Pipeline @ Digits

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Featured Case Studies

Oct 3, 2024
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5 min read

How NVIDIA Improves GPU Cluster Utilization with LLM Agents

Demand for NVIDIA GPUs is skyrocketing. To increase the utilization of their GPU fleet and serve more clients, the team built a multi-agent LLM system to automate cluster optimization. The team used TrueFoundry to solve hybrid/multi-cloud management challenges, model switching, and develop and deploy LLM agents.

Case Study
Sep 27, 2024
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5 min read

Helping Whatfix modernize deployments and shorten its software release lifecycle

Whatfix, a leading digital adoption platform, has seen rapid growth in revenue and clients. To streamline its ML and backend application releases, it adopted a modern deployment infrastructure, with TrueFoundry playing a key role in this upgrade.

Case Study
Aug 6, 2024
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Adding a Generative AI Ready Core to Aviso AI's Tech Stack

Aviso AI is a leading Revenue Operation System that helps teams manage and increase their revenues using conversational intelligence and forecasting models. TrueFoundry helped the team add the capability to deploy its proprietary LLM Models, which power its AI Chief of Staff MIKI.

Case Study
Aug 6, 2024
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5 min read

Enabling a Fortune 100 Healthcare Company to ship 30+ LLM use cases in less than a year

Read how TrueFoundry worked with a Healthcare Major to help them build their Generative AI capabilities and ship 30+ use cases with Large Language Models in the first year

Case Study
Aug 6, 2024
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5 min read

Games 24x7 Personalizing Gaming with AI for its 100 Million Users

Games 24x7, a leading gaming company from India, used TrueFoundry to serve ML models to their clients at massive scales of more than 200 requests per second. In being able to do this, we helped them reduce time to deployment, follow SRE best practices and also help the internal engineering team monitor and control the data and infrastructure.

Case Study
Aug 6, 2024
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5 min read

How Neurobit Saves 60% Of Their Cloud Costs and Serves Machine Learning at Scale

Neurobit is a cutting-edge Digital Health company based in Singapore that generates biomarkers using propriety AI algorithms on physiological sleep data.

Case Study
Aug 6, 2024
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5 min read

Online Drug Marketplace adds $1.5 million to its revenue by simplifying the customer journey

The company under study is an online drug marketplace that aims to supply medications at an affordable price to millions of customers. They have 8 Mn+ active users and are a part of the $ 200 Billion + conglomerate.

Case Study
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