Agentic AI Knowledge Hub

Master the basics of agentic AI, explore use cases, and learn from existing field tests in one place.

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Core Concepts

Understand agentic AI, how it compares to generative AI, and where it fits into real business workflows. This section gives you the fundamentals: frameworks, types of agents, and practical, real-world examples that show how it all works.

AI Agents vs. RAG vs. Agentic AI, Explained for the C-Suite

Agents vs RAG vs agentic AI: what’s the difference, and why should the C-suite care? This guide simplifies the tech so you can make smarter decisions.

A Complete Guide to Enterprise AI Agents

Support your underwriters at every stage with agentic AI. From application intake to policy issuance, it speeds up decisions and flags risks others miss.

What are LLM Agents? Vertical vs. Horizontal Agents

What are LLM agents? They're AI tools that automate complex workflows with less human input. Boost efficiency and reduce errors. See the real-life examples.

Agentic AI vs. Generative AI: What’s the Difference?

Stuck comparing agentic AI vs. generative AI? This guide breaks it down with real examples. Understand what to use when.

What Are Agentic AI Frameworks? (With Examples)

Discover what agentic AI frameworks are, their benefits for automating complex workflows, and why vertical frameworks excel in banking and insurance.

Agentic AI Systems: Applications, Examples, and Best Practices

Learn how Agentic AI systems work, their advantage over single-agent systems, and how they can help you automate workflows end-to-end with complete autonomy.

February 24, 2025

Horizontal vs. Vertical AI Agents: The Right Option for Your Organization

Experts predict that vertical AI Agents will be bigger than SaaS. Learn why and how this applies to you in this horizontal vs. vertical AI Agents guide.

November 25, 2024

13 Types of AI Agents (with Examples)

Explore 13 AI Agent types with examples, from simple reflex to multi-agent systems. See how they revolutionize workflows, decision-making & customer experiences.

November 11, 2024

Meet Agentic AI: The Vanguard of Modern Enterprise

Discover how agentic AI empowers autonomy and adaptability, streamlining complex business operations and enhancing decision-making with intelligent solutions.

September 9, 2024

What Are AI Agentic Workflows & How to Implement Them

Explore how AI agentic workflows enhance business processes by automating complicated tasks, boosting efficiency, and enabling multi-agent collaboration.

October 19, 2023

What Are Autonomous AI Agents? A Mega Guide

Autonomous AI Agents are set to streamline operations and improve decision-making across industries. Learn what they are and how to integrate them.

Multi-Agent Systems & Orchestration

Agentic AI delivers the most value when multiple AI agents work together. Learn the basics of multi-agent orchestration and see what it takes to make agents work together at scale.

Agentic vs. AI Orchestration (and Why You Need Both)

AI orchestration can't solve judgment-heavy workflows alone. Agentic AI handles the gaps. Learn how both work, and why finance teams need both.

How to Choose an LLM Agent Framework: Vertical vs. Horizontal

LLM agent frameworks aren’t all equal. Choose wrong and your AI agents stall. Learn how to pick the best LLM agent framework for real results.

Overview: Multi-Agent Orchestration with AgentFlow

AgentFlow enables multi-agent orchestration for finance and insurance, automating complex workflows with secure, accurate, and end-to-end AI coordination.

8 Best Multi-Agent AI Frameworks for 2025

Wondering how multi-agent AI frameworks work and how they can benefit your business? Check out these frameworks and find the best AI agent framework for your business.

November 11, 2024

What Are Multi-Agent Systems in AI?

This guide provides an in-depth overview of multi-agent systems in AI, compares them to single-agent systems, and helps you choose the right use cases.

Use Cases & Market Leaders

Explore how companies are using AI agents to automate real processes like lending, claims, and customer support — and learn which vendors and agents are leading the charge.

Agentic AI in Insurance: 9 Top Use Cases

Generative AI can't handle complex workflows. Agentic AI can. Learn how it automates insurance processes end-to-end. See real use cases inside.

AI Agents in Finance: 17 Real-World Use Cases

Financial operations are full of repetitive tasks and compliance demands. Here’s how AI agents in finance help streamline operations and reduce human errors.

20 Best AI Agent Platforms

Looking for the best AI agent platform? This guide compares 20 agentic AI platforms so you can pick the right one for your business processes.

17 Useful AI Agent Case Studies

These 17 AI agent case studies show 80% cost cuts, 90% faster support, and 30% higher ROI. Learn how AI Agent systems automate tasks and transform business.

February 6, 2025

How to Use AI Agents to Automate Mortgage Operations

Boost efficiency with mortgage workflow automation. Automate up to 80% of processes, cut costs, ensure compliance, and speed up approvals with AI Agents today.

November 21, 2024

17 AI Agent Companies

Explore top AI Agent companies transforming industries with autonomous systems that streamline workflows, enhance decisions, and improve efficiency.

November 4, 2024

31 Top Agentic AI Vendors in 2025 + 3 Free Options

Discover the top agentic AI vendors reshaping the tech landscape in 2025. Explore their innovations and find the right solutions for your needs.

October 31, 2024

22 Best Autonomous AI Agents on the Market

Discover how to choose the best autonomous AI Agents for your business with our step-by-step guide and a list of potential AI Agents.

September 5, 2024

19 AI Agents Use Cases in Business

Wonder how AI models can boost workflow and improve business operations? Check out the most common cases of AI agents and learn how to do the same!

AI Agents & AI Agent Platforms

Meet solutions that power real-world automation. Learn how our AI agents solve specific business problems, and how our agentic AI platform makes deploying them easy.

Why AgentFlow Is the Best Agentic AI Platform for Finance

Debating AI platforms? Learn why AgentFlow is the most trusted agentic AI solution in finance and purpose-built for scale, security, and real-world results.

9 AI Orchestration Platforms

Streamline AI tasks with a powerful AI orchestration platform that supports multi-agent collaboration and smooth system integration.

Introducing Conversational AI

Conversational AI gives fast, accurate answers from internal data—no queries needed. See how it transforms knowledge access and improves support.

Introducing Database AI

Most teams waste hours searching databases. Database AI makes enterprise search fast, accurate, and usable by everyone. See how it improves data workflows.

February 19, 2025

Introducing AgentFlow, Agentic AI Platform for Financial Services

Discover how AgentFlow streamlines AI agent deployment, reduces costs, and improves efficiency in finance and insurance.

February 17, 2025

Introducing Document AI

Document AI automates document processing for finance and insurance, reduces manual work, improves accuracy, and streamlines workflows with AI-driven insights.

February 7, 2025

Introducing Unstructured AI

Unstructured AI helps transform unstructured data into structured insights, streamlining workflows, improving accuracy, and enabling smarter decisions.

Additional Insights

Get practical insights from the team that has deployed agentic AI in production. These are lessons we learned after building, testing, and scaling agents in real environments.

August 26, 2025

Why 95% of AI Pilots Fail — And How to Succeed Like the 5%

Most enterprise AI pilots fail. Discover the four key failure modes and how AgentFlow and our unique approach help finance and insurance leaders avoid them.

Debating Buy vs. Build Agentic AI? AgentFlow Supports Both

Rethink buy vs. build for Agentic AI. AgentFlow offers a secure, configurable buy-to-build model for finance and insurance workflows.

Only 15% of Agentic AI Vendors Serving Finance Know Finance

We analyzed 27 AI vendors targeting finance and found that only 15% had CEOs with finance backgrounds. See why domain expertise matters in agentic automation.

The 3 Most Common Mistakes Leaders Make with Agentic AI

What actually goes wrong with agentic AI? Our engineers and growth leads share the 3 biggest pitfalls they’ve seen. Learn what to avoid.

Agentic AI Risks in Regulated Industries

Worried about agentic AI risks? Learn how to manage security, compliance, and bias in high-stakes industries—with real strategies and platform support.

10 AI Agent Statistics for Late 2025

Looking for real-world results? These late 2025 agentic AI statistics show how companies are scaling agents, unlocking ROI, and solving complex problems across industries.

December 4, 2024

Building AI Agents: 9 Lessons We Learned Since 2023

Discover nine lessons we have learned from building AI agents, from fine-tuning models to seamless integration, scalability, and human-AI collaboration.

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