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January 6, 2025

Kong vs Portkey: Which AI Gateway Works for Enterprise LLM Infrastructure?

Compare Kong vs Portkey for LLM workloads and enterprise AI. Learn where API and LLM gateways fall short, and how enterprises scale AI with TrueFoundry.

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Introducing TrueFoundry MCP Gateway: Solving the N×M Integration Problem for AI Agents

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

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February 15, 2024

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

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

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

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

December 21, 2023

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

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True ML Talks #16 - Machine Learning Pipeline @ Digits

Featured Case Studies

Agent to handle 500 Million IVR Calls, One AI Platform

How a Fortune 50 Healthcare Leader Scaled Agentic AI by partnering with TrueFoundry to build a unified Internal AI Platform.

How Adopt Scales Multi-Model Agents with TrueFoundry

Adopt AI builds enterprise-grade agentic AI across modern and legacy systems. Using TrueFoundry’s AI Gateway, the platform unifies multi-provider LLM access, handling 15M+ requests and 40B+ input tokens centrally.

How NVIDIA Improves GPU Cluster Utilization with LLM Agents

Learn how NVIDIA improves GPU cluster utilization using LLM agents on TrueFoundry to scale AI workloads efficiently.

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.

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.

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

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.

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.

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.

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Cline Integration with TrueFoundry AI Gateway

Learn how to connect Cline to TrueFoundry AI Gateway in VS Code. Step by step setup with budgets rate limits and logs so teams can code faster with control.

What is MCP Proxy?

An MCP Proxy manages, routes, and secures requests across multi-agent systems, enabling seamless AI orchestration, monitoring, and efficient workflow automation.

What is a Virtual MCP Server?

Learn what a Virtual MCP Server is, how it aggregates tools across multiple MCP servers, and why teams use it to simplify AI agent architectures at scale.

What is MCP Registry?

Clear explanation of what is mcp registry, including core concepts, architecture, real-world use cases, and adoption patterns.

What is LLM Router?

Discover how an LLM Router optimizes AI workflows by automatically routing requests to the best large language model based on cost, performance, and context.

LiteLLM vs TrueFoundry AI Gateway: The Definitive Enterprise AI Gateway Comparison

Compare LiteLLM and TrueFoundry AI Gateway for developers vs enterprises—routing, integrated playgrounds, observability, audit logs, guardrails, and 24×7 on‑prem support

6 Best LLM Gateways in 2025

In-depth breakdown of best llm gateways, focusing on architecture, benefits, challenges, and enterprise relevance.

Nexos AI vs TrueFoundry: Features & Performance Comparison

Compare Nexos AI and TrueFoundry across features, performance, deployment, and pricing to choose the right MLOps platform for your AI/ML workflows.

An Architect’s POV: What an Ideal Gen-AI Application Stack Must Deliver

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What Is MCP Hub?

Clear explanation of what is mcp hub, including core concepts, architecture, real-world use cases, and adoption patterns.

MCP vs API - Which Is Best ?

Side-by-side comparison of mcp vs api, covering features, architecture differences, trade-offs, and best use cases.

What Is AI Model Deployment ?

Discover what AI model deployment means, how it works, and why it’s critical for scaling machine learning. Learn the process, challenges, and best practices for deploying AI models in production.

MCP vs A2A: Key Differences, Use Cases, and Enterprise Integration

Compare MCP (Model Context Protocol) and A2A (Application-to-Application) integration. Learn their core differences, benefits, and when to use each for enterprise and AI-driven workflows.

Best MCP Automation Platforms for Enterprise

In-depth breakdown of mcp automation platforms for enterprise, focusing on architecture, benefits, challenges, and enterprise relevance.

TrueFoundry and Cerebras Announce Strategic Partnership

Discover how TrueFoundry and Cerebras partner to deliver high-performance, governed, and scalable AI solutions for enterprises worldwide.

Helicone vs Portkey – Key Features, Pros & Cons

Unsure between Helicone and Portkey? Learn how they stack up on observability, cost optimization, and deployment to find the right LLM platform.

Langfuse vs Portkey – Key Differences & Features

Side-by-side comparison of langfuse vs portkey, covering features, architecture differences, trade-offs, and best use cases.

AI Gateway vs API Gateway: Know The Difference

Learn how an API Gateway differs from an AI Gateway. Compare features, use cases, and benefits to understand which solution fits your architecture.

What is AI Agent Registry

In-depth breakdown of ai agent registry, focusing on architecture, benefits, challenges, and enterprise relevance.

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.

Best Agentic AI Platforms in 2026

In-depth breakdown of agentic ai platforms, focusing on architecture, benefits, challenges, and enterprise relevance.

What Is Generative AI Gateway?

Leverage the Generative AI Gateway to unify model access, accelerate innovation, and streamline AI-driven workflows across your business.

What Is LLM Proxy?

Discover how an LLM proxy simplifies model access, improves security, and enables scalability. Learn its benefits for enterprises managing multiple large language models.

Mcp Server Security Best Practices

Discover essential MCP server security best practices—authentication, RBAC, runtime AI security, and observability—with TrueFoundry’s MCP Gateway.

Mapping the On-Prem AI Market: From Chips to Control Planes

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AI Gateways: From Outage Panic to Enterprise Backbone

As AI becomes mission-critical, enterprises need a trusted control layer. This post explores how AI Gateways—a technology recognized by Gartner —solve challenges with reliability and spiraling costs

LangGraph vs n8n: Choosing the Right Workflow Framework

Compare n8n and LangGraph for automation and AI workflows. Learn the key differences, strengths, and best use cases to choose the right framework.

Langflow vs LangGraph: Which LLM Framework Fits Best?

Compare Langflow and LangGraph for LLM apps. Learn how Langflow enables visual prototyping while LangGraph powers stateful, production-ready AI workflows.

LLamaIndex vs LangGraph: Comparing LLM Frameworks

Discover the key differences between LLamaIndex and LangGraph. Learn which framework fits best for RAG, workflows, and building production-ready AI apps.

AutoGen vs LangGraph: Comparing Multi-Agent AI Frameworks

Side-by-side comparison of autogen vs langgraph, covering features, architecture differences, trade-offs, and best use cases.

Crewai vs LangGraph: Know The Differences

Side-by-side comparison of crewai vs langgraph, covering features, architecture differences, trade-offs, and best use cases.

Cost tracking Claude Code with TrueFoundry's AI Gateway

Learn how to effectively track and manage the costs of using Claude with TrueFoundry's AI Gateway. This guide provides step-by-step instructions to optimize your spending.

Langchain vs Langgraph: Which is Best For You?

Side-by-side comparison of langchain vs langgraph, covering features, architecture differences, trade-offs, and best use cases.

5 Best AI Gateways in 2025

Explore the best AI gateways that streamline LLM access, boost performance, ensure security, and enable monitoring for enterprise-scale AI applications.

MCP Registry and AI Gateway

In-depth breakdown of mcp registry and ai gateway, focusing on architecture, benefits, challenges, and enterprise relevance.

MCP Server Authentication

Palo Alto Prisma integration with TrueFoundry's AI Gateway

Secure every AI request with Prisma AIRS via TrueFoundry AI Gateway. Block prompt injection, prevent data leaks, add guardrails, and scale safely across models.

LLM Load Balancing

In-depth breakdown of llm load balancing, focusing on architecture, benefits, challenges, and enterprise relevance.

LangChain integration with Truefoundry

Supercharge your LangChain apps. Learn how to deploy, monitor, and trace LLM applications in production using Truefoundry's unified AI Gateway.

Cursor integration with Truefoundry

Learn how to integrate the Cursor AI editor with the TrueFoundry AI Gateway. Centralize API keys, gain full observability, and control LLM costs and security.

Self Host n8n with TrueFoundry

A step by step guide to easily deploy and self host the open-source workflow automation tool, n8n, on your own Kubernetes cluster using the TrueFoundry platform.

Observability in AI Gateway

In-depth breakdown of observability in ai gateway, focusing on architecture, benefits, challenges, and enterprise relevance.

Top 5 MCP Gateways of 2025

Discover the best MCP gateways for secure, scalable AI tool access. Compare top platforms for model routing, observability, authentication, and cost control.

Multi-Agent System with MCP: An Illustrative Sales Success Story

A Partnership for Responsible AI: Truefoundry and Enkrypt AI

TrueFoundry and Enkrypt AI partner to offer a full-stack solution for AI governance, security, and compliance. Learn how the combined power of an AI Gateway and advanced guardrails enables responsible AI deployment for enterprises.

Dify Integration with TrueFoundry's AI Gateway

Learn to integrate Dify, the open-source low-code AI platform, with the TrueFoundry AI Gateway. Gain enterprise AI governance, cost management, and robust security for your applications.

n8n integration with TrueFoundry's AI Gateway

Scale your n8n workflows with enterprise-grade security, cost management, and observability. Learn to integrate n8n with the TrueFoundry AI Gateway in 3 simple steps.

Integrating AnythingLLM with TrueFoundry's AI Gateway

Connect AnythingLLM to TrueFoundry’s AI Gateway in minutes. Step-by-step setup, cost controls, security, and low-code automation best practices for enterprise AI teams.

On Premise AI Platform

Discover everything you need to know about on premise AI platforms. Learn why enterprises prefer on premise AI, explore real-world benefits, implementation steps, best practices, and how TrueFoundry delivers an all-in-one enterprise-grade solution.

LLM Cost Tracking Solution: Observability, Governance & Optimization

Implement a comprehensive LLM cost tracking solution and achieve granular observability, proactive governance, and ongoing optimization—including self-hosting, fine-tuning, routing, and more.

What Is MCP Server? A Brief Explanation

In-depth breakdown of mcp server, focusing on architecture, benefits, challenges, and enterprise relevance.

LLM in Enterprise : A Complete Guide

Explore how enterprise LLMs are transforming business operations in 2025. Learn key use cases, challenges, platforms, and how to deploy LLMs securely at scale.

Building Low-Code AI Agent with Flowise on TrueFoundry AI Gateway

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Best LLM Observability Tools

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What Are Multi-Agent Systems?

In-depth breakdown of multi agent systems, focusing on architecture, benefits, challenges, and enterprise relevance.

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What is LLM Observability ? Complete Guide

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Secure Enterprise AI Gateway with Centralized MCP

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Accelerate Data Processing 30–40× with NVIDIA RAPIDS on TrueFoundry

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AI Gateway On Premise : All You Need To Know

Agentic AI in Enterprises: A Blueprint for Scaling Intelligence and Automation

In-depth breakdown of agentic ai in enterprise, focusing on architecture, benefits, challenges, and enterprise relevance.

Load Balancing in AI Gateway: Optimizing Performance

Discover how TrueFoundry’s AI Gateway offers weight‑based and latency‑based load balancing across multiple LLM endpoints—ensuring high availability, consistent latency, error resilience, and seamless canary rollouts via simple YAML configuration.

AI Guardrails in Enterprise: Ensuring Safe Innovation

In-depth breakdown of ai guardrails in enterprise, focusing on architecture, benefits, challenges, and enterprise relevance.

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

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

In-depth breakdown of ai gateway a core part of the control plane in the modern generative ai stack, focusing on architecture, benefits,…

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

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How should Enterprises evaluate LLM Gateway for Scale?

Learn how enterprises can effectively evaluate LLM Gateways to ensure scalability, performance, and security in large language model deployments. Discover key factors for making informed decisions.

Rate Limiting in AI Gateway : The Ultimate Guide

Learn how TrueFoundry’s LLM Gateway enforces per-user, team, and model-level rate limits—requests or token-based—via declarative YAML rules, with fallback routing to maintain availability and control costs during surges.

API Auth & RBAC in AI Gateway – Secure Access Controls

Secure your AI Gateway with TrueFoundry’s API authentication and RBAC: enforce API-key validation, SSO (OIDC/SAML), YAML-based role policies, scoped service accounts, provider‑level access, and full audit trails—designed for enterprise-grade control, multi‑tenancy, and compliance.

Observability in LLM Workflows: Turning Black Boxes into Glass Boxes

Explore how TrueFoundry brings full observability to LLM workflows with real-time metrics, end-to-end tracing, token-level cost tracking, and flexible integrations—turning black‑box AI pipelines into transparent, scalable, and auditable systems ready for enterprise use.

Multi-Model Routing – Why One LLM Isn’t Enough

In-depth breakdown of multi model routing, focusing on architecture, benefits, challenges, and enterprise relevance.

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

Discover how TrueFoundry monitors large language model (LLM) usage and manages costs effectively. Learn about tracking tools, cost optimization strategies, and insights for enterprise-scale AI deployments.

Why an AI Gateway Is Essential Beyond a Standard API Gateway

In-depth breakdown of why an ai gateway is essential beyond a standard api gateway, focusing on architecture, benefits, challenges, and…

On-Prem LLMs Deployment : Secure & Scalable AI Solutions

Learn how TrueFoundry supports on‑prem LLM deployments with secure, scalable gateway capabilities—handling load balancing, observability, RBAC, and hybrid-cloud integration for enterprise control.

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

Explore building on‑prem generative AI with TrueFoundry: deploy models securely behind corporate firewalls, with full gateway support—load balancing, lineage, authentication, and hybrid-cloud scaling.

LLM Inferencing : The Definitive Guide

Explore TrueFoundry’s approach to LLM inferencing: optimized routing, load balancing, token‑aware cost tracking, and fallback mechanisms for high‑performance, cost‑efficient deployments.

LLMOps Architecture : A Detailed Explanation

Dive into TrueFoundry’s LLMOps architecture: layered gateway, orchestration, monitoring, and cost-tracking modules enabling scalable, secure, and observable LLM deployments at enterprise scale.

LLMOps vs MLOps: A Complete Comparison Guide

Understand the difference between LLMOps and MLOps: TrueFoundry shows LLMOps adds gateway routing, token-level observability, fallback, and cost tracking on top of standard MLOps practices.

What is LLMOps?

LLMOps is the operational layer around LLMs—TrueFoundry defines it as gateway‑driven orchestration, observability, fallback, and cost control wrapped around model deployments for enterprise readiness.

10 Best LLMOps Tools in 2025

Discover the LLMOps tools ecosystem: how TrueFoundry empowers you with observability dashboards, cost analytics, gateway controls, and integrations across deployment and monitoring stacks.

LLM Locust: A Tool for Benchmarking LLM Performance

In-depth breakdown of llm locust a tool for benchmarking llm performance, focusing on architecture, benefits, challenges, and enterprise…

Top 5 Portkey Alternatives for Enterprises in 2026

Explore Portkey alternatives for enterprise LLM gateways. Compare policy-based routing, RBAC, auditing, cost tracking, and multi-model orchestration features.

Top 5 LiteLLM Alternatives for Enterprises in 2026

Explore enterprise-grade LiteLLM alternatives, offering end-to-end observability, governance, security, and scalable LLM operations beyond basic orchestration.

Portkey vs LiteLLM : Which is Best ?

Compare Portkey vs LiteLLM: Portkey brings enterprise-grade gateway features—like full observability, RBAC, and multi-provider routing—while LiteLLM offers lightweight LLM orchestration.

Deploying Your First Langgraph Agent on TrueFoundry

Practical guide to deploying your first langgraph agent on truefoundry, with setup steps, architecture decisions, and production best practices.

How to Deploy MultiAgent workflow using CrewAI on TrueFoundry

Deploying Your Agno Agent on TrueFoundry

Practical guide to deploying your agno agent on truefoundry, with setup steps, architecture decisions, and production best practices.

AutoDeploy: LLM Agent for GenAI Deployments

Practical guide to autodeploy llm agent to for genai deployments, with setup steps, architecture decisions, and production best practices.

Autopilot: Automating Infrastructure Management for GenAI

In-depth breakdown of automating infrastructure management for generative ai with autopilot, focusing on architecture, benefits, challenges,…

Scaling to Zero in Kubernetes: A Deep Dive into Elasti

In-depth breakdown of scaling to zero in kubernetes a deep dive into elasti, focusing on architecture, benefits, challenges, and enterprise…

ML Deployment as a service

Practical guide to ml deployment as a service, with setup steps, architecture decisions, and production best practices.

GenAI as a Service For Enterprises

Discover TrueFoundry’s GenAI‑as‑a‑Service offering: fully managed LLM pipelines with compliance-aware governance, observability, cost controls, and seamless integration into enterprise environments.

Announcing $19M Series A, Scaling AI Deployment with Autonomous Agents on Autopilot

Practical guide to announcing our 19m series a scaling ai deployment with autonomous agents on autopilot, with setup steps, architecture…

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