Get the AI Gateway + MCP Playbook. Download now →

TrueFoundry Blog

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

September 8, 2025
|

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.

Featured
Pavel Fomitchov

Trending

September 8, 2025
|
5 min read

Top 5 AI Gateways in 2025

No items found.
September 8, 2025
|
5 min read

Top Agentic AI Platforms in 2025

No items found.
September 8, 2025
|
5 min read

Crewai vs LangGraph: Know The Differences

No items found.
September 4, 2025
|
5 min read

Generative AI Gateway: The Future of AI Integration

No items found.

Recent posts

May 27, 2025
|
5 min read

How to Think About AI Gateway Architecture in the Generative AI Stack

June 10, 2025
|
5 min read

AI Gateway: The Central Control Pane of Today’s Generative AI Infrastructure

May 26, 2025
|
5 min read

Inside the Model Context Protocol (MCP): Architecture, Motivation & Internal Usage

August 14, 2025
|
5 min read

How should Enterprises evaluate LLM Gateway for Scale?

July 25, 2025
|
5 min read

Rate Limiting in AI Gateway : The Ultimate Guide

July 9, 2025
|
5 min read

API Auth & RBAC in AI Gateway – Secure Access Controls

August 14, 2025
|
5 min read

Observability in LLM Workflows: Turning Black Boxes into Glass Boxes

August 11, 2025
|
5 min read

Breaking Down AI Gateway Usage: Customer and User-Level Analytics

August 26, 2025
|
5 min read

Why an AI Gateway Is Essential Beyond a Standard API Gateway

July 15, 2025
|
5 min read

On-Prem LLMs Deployment : Secure & Scalable AI Solutions

August 14, 2025
|
5 min read

On-Premises Generative AI Solutions | Secure & Scalable AI Deployment

July 15, 2025
|
5 min read

LLM Inferencing : The Definitive Guide

No results found.

TrueML Talks

August 8, 2024
|
5 min read
something

Big Data and ML Practices at Palo Alto Networks

July 11, 2024
|
5 min read
something

Future of LLMs and Real Time Communication

June 13, 2024
|
5 min read
something

Leveraging AI/ML for Revolutionary Logistics at Sennder

May 16, 2024
|
5 min read
something

Evolution of Machine Learning: A Deep Dive into Savin's Journey

March 28, 2024
|
5 min read
something

Applications of GenAI at Google

March 22, 2024
|
5 min read
something

Programmatic Data Labelling and Training LLMs at Snorkel.ai

February 15, 2024
|
5 min read
something

TrueML Talks #29 - GenAI and LLMs for Location Intelligence @ Beans.AI

February 1, 2024
|
5 min read
something

TrueML Talks #28 - GenAI and LLMs for Sales Outreach @ OneShot

January 18, 2024
|
5 min read
something

TrueML Talks #27 - GenAI and LLMOps for Customer Success @ Level AI

January 4, 2024
|
5 min read
something

TrueML Talks #26 - Enterprise GenAI and LLMOps with Labhesh Patel

December 21, 2023
|
5 min read
something

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

December 13, 2023
|
5 min read
something

True ML Talks #16 - Machine Learning Pipeline @ Digits

View all talks
arrow1

Featured Case Studies

Oct 3, 2024
|
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
|
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
|
5 min read

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
|
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
|
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
|
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
|
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
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.

Subscribe to our newsletter

Latest news, articles, and resources sent to your inbox