Blog
Insights on AI agents, workforce automation, and building with AI.
February 26, 2026
Adaptive Context Management for Production AI Agents
How Relevance AI built adaptive context management to keep production AI agents reliable, performant, and accurate across long, tool-heavy workflows.
February 12, 2026
How We Used AI to Clean Up 200+ Feature Flags (And Open Sourced It)
We built and open sourced bye-bye-flag to automate stale feature-flag cleanup with AI coding agents.
October 14, 2025
How to Submit to the Relevance AI Marketplace
September 30, 2025
Inside AI Ops: Ricky — QA Agents
Inside AI Ops with Ricky: how a junior AI Ops engineer builds and QA’s agents, from customer support copilots to creative automation, sharing insights on failures, human-in-the-loop, and the future of AI in work and art
September 19, 2025
Inside AI Ops: Andrew — HR Agents
Learn how AI Ops shapes safe, scalable AI agents—automating workflows while keeping humans in the loop.
September 8, 2025
Splitting Credits: New Pricing Explained | Relevance AI
We’re simplifying pricing by splitting credits into Actions and Vendor Credits. Clearer, fairer, and more control for your AI workflows.
September 5, 2025
Inside AI Ops: Bedi — Growth at Relevance AI | Relevance AI
Bedi runs growth with 35+ agents—automating inbound demo-qual and CRM enrichment ($0.04/lead for 1M+ contacts)—plus his scale/kill rules.
July 18, 2025
What Is AI Ops? The Role Elevating Today's Workplaces | Relevance AI
Discover what AI Ops is, why it matters, and how this emerging role is reshaping teams, workflows, and the future of work.
June 20, 2025
The Definitive Guide: Understanding AI Agents vs. AI Workflows
Learn the core differences between AI Agents and workflow tools like Zapier or n8n. This guide breaks down when to use each for better automation strategy.
May 12, 2025
AgentOS: Total Visibility and Control Over Your AI Workforce
Discover AgentOS - Relevance AI’s powerful command center for managing, scaling, and governing your AI agents. From advanced scheduling to performance analytics, see how enterprises gain full visibility and control across every workflow.
May 8, 2025
Introducing Workforce: The Visual Canvas for Building AI Teams
Discover Workforce, Relevance AI’s drag-and-drop canvas for building multi-agent systems—no coding required. Orchestrate AI teamwork to automate complex business workflows in minutes.
May 7, 2025
Introducing Invent: From Idea to AI Agent in Minutes
Turn ideas into AI agents in minutes with Invent by Relevance AI. No coding—just describe what you need, and Invent builds it. The fastest way to create AI agents for real work.
May 6, 2025
Relevance AI Raises $24M to Scale the AI Workforce | Relevance AI
Relevance AI raises $24M Series B to accelerate its mission as the home of the AI workforce. Discover how we're scaling intelligent agent systems and transforming how businesses get work done.
April 15, 2025
Meeting Notetaker Agent: Unlock Value in Every Conversation
Learn how Relevance AI unlocks value from meetings
April 4, 2025
Social Posting Agent: The Rise of ‘Vibe Marketing’
Learn how Relevance AI scales content creation
March 19, 2025
Sales Note Taker Agent: Automate Your Sales Reps’ Busywork and Sell Smarter
Learn how Relevance AI uses a Note Taker agent to progress sales deals
March 13, 2025
Customer Support Agent: How Support AI Agents Are More Than Just Chatbots
Learn how Relevance AI handles customer inquiries with a multi-agent system
March 5, 2025
Inbox Manager Agent: From Interest to Booked Meeting
Learn how Relevance AI scales outbound
February 26, 2025
Outbound BDR Agent: How Relevance AI Automates Sales Research and Outreach
Using an AI Agent for outbound sales development. Our BDR Agent is designed to function as an autonomous researcher, personalization engine, and outreach coordinator—all in one integrated solution.
February 25, 2025
Qualifying and scheduling our demos with an AI Agent
Learn how we qualify demo requests and inbound leads at Relevance AI
February 19, 2025
User Enrichment Agent: How Relevance AI Enriches Users At Scale
Learn how we at Relevance AI enrich contacts at scale with our CRM Enrichment Agent
February 19, 2025
SEO Template Agent: How Relevance AI Builds High-Performing Template Pages Automatically
Learn how we at Relevance AI have built and use our own SEO AI Agent
February 18, 2025
Lifecycle Marketing Agent: How We Personalized Onboarding At Relevance AI
Learn how we at Relevance AI personalize onboarding for every user like they're our only user.
February 14, 2025
How to Build AI Agents for Sales
February 14, 2025
How to Build an AI Agent for Customer Support
February 14, 2025
How to Build an AI Agent for Research
February 14, 2025
How to Create an AI Marketing Agent
February 12, 2025
How to Build an AI Agent: A Comprehensive Guide for 2025
How to Build an AI Agent
February 6, 2025
The 3x3 Is Dead! Properly Research Prospects, Now on Autopilot
Discover how Relevance AI’s research agent automates prospect research, cuts manual work, and delivers actionable insights—transforming account research into a strategic advantage for sales teams.
January 24, 2025
Relevance AI: Shaping the Future of Work by Scaling Expertise with Multi-Agent Systems
Discover how no-code AI agents and multi-agent systems empower businesses to scale expertise, automate workflows, and drive innovation.
January 16, 2025
AI Agents: Vertical vs. Horizontal. What’s best for you?
In this article we’ll explore the key differences between horizontal and vertical AI agents
January 12, 2025
Agentic RAG for Customer Support: Building Self-Improving Support Systems
Agentic RAG: Self improving customer support agent
December 19, 2024
Developer-first approach to creating RelevanceAI Agents through Python SDK
Although no-code tools have democratized access for non-technical users, we recognize that a more nuanced approach is needed – one that caters to both technical and non-technical users alike.
December 18, 2024
DSPy: Programming - not prompting - Language Models
RelevanceAI is utilizing DSPy for programming Large Langauge Models leading to 50% reduction in agent production time.
December 4, 2024
Building production grade AI agents and intro to agent evaluation
Intro to agents and the changing landscape today. Also, a guide on how to build production AI agents with proper evals,
July 3, 2024
Relevance AI <> Build Club Global Hackathon Showcase
In June 2024, Relevance partnered with Build Club in a global hackathon, where AI builders across the world spent 24 hours building a real solution to a real problem using AI platforms. In this showcase, we share the amazing things our hackathon participants built with Relevance AI during the competition.
May 27, 2024
Agent: Teddy the Tool Webpage Writer
Learn how to build an autopilot agent that writes webpage copy and uploads webpages to your Webflow collections! We demo auto-writing tool explainer pages, but you can repurpose the building blocks for your own agent use-cases.
May 23, 2024
Agent: SEO-Optimised FAQ Writer
Learn how to build an agent that writes SEO-Optimised FAQs for you! You can use these FAQs at the end of your blog posts to increase the organic traffic you get to it!
May 16, 2024
Towards Advanced RAG
We firmly believe that an AI agent, like a team-mate, is only as good as the training and knowledge-sharing it receives. As such, having a world-class RAG implementation is key to our vision of enabling every business to employ an AI Agent one day.
April 23, 2024
ActionVFX Customer Story
Learn how the team at ActionVFX - a leading provider of visual effects footage - leveraged Relevance AI to build custom tools that transformed their site's discoverability.
April 22, 2024
Instructions for setting Relevance with Azure OpenAI
You can use RelevanceAI with Azure OpenAI. This guide explains basic set up.
April 17, 2024
Automation and Artificial Intelligence
We are entering a new age of technology that will fundamentally transform how humans live and work. Automation and artificial intelligence (AI) are advancing at an incredible pace and promise to reshape industries and societies over the coming decades. This article explores the current state and future trajectory of these technologies, their potential benefits as well as risks, and how individuals and organizations can best prepare for the automation age.
April 17, 2024
Beyond Co-pilot: scaling with an AI Workforce
April 17, 2024
Building an AI Agent Team
It’s human nature to personify, it’s even more appealing when it comes to AI age
April 17, 2024
Democratizing AI: The Rise of No-Code AI
Artificial intelligence (AI) has transformational potential across industries, offering capabilities like predictive analytics, computer vision, and natural language processing. However, specialized skills are required to develop and implement AI solutions, limiting adoption mainly to large tech firms. This is now changing with the emergence of no-code AI platforms.
April 17, 2024
Onboarding the AI Workforce: Common Concerns
I talk to business leaders every day about onboarding their first AI agents, which often yields unique insights about their challenges with scaling and implementing AI functionality. One of the most interesting data points are the objections that they raise, which are often very valid.
April 17, 2024
The Anatomy of an AI Agent
April 17, 2024
The Power of Multi-Agent Systems vs Single Agents
What's the difference and why it matters.
April 17, 2024
What even is a Prompt Engineer?
A look at what a prompt engineer does by our very own Henry Badgery. The journey into the field, the process, and the skills required.
April 15, 2024
The 15 Best AI Tools for Marketing in 2024
AI tools can analyze data, predict trends, personalize content, and even interact with customers, making them indispensable for modern marketers. This guide will explore the best AI tools for marketing in 2024.
April 15, 2024
The 19 Best AI Tools for Sales in 2024
AI is the new MVP of the sales world. It's the point guard dishing out assists left and right to help sales teams score big. Think about it: companies using AI have seen a 25% increase in lead conversion rates and a 10% boost in sales productivity. Here's a breakdown of the top AI sales tools to help you make the right pick for your team.
March 19, 2024
Verisoul Case Study
Learn how the growth team at Verisoul unlocked the full potential of Relevance AI by moving from building simple tools to creating teams of AI agents triggered by automated workflows.
December 12, 2023
Announcing our Series A to help us build the home of the AI Workforce
Relevance AI is on a mission to enable teams to be limited only by their ideas, not their size. We're building a best-in-class platform for companies to build an AI Workforce.
October 9, 2023
Exploring the AI Workforce in Marketing: Revolutionizing Strategies and Automation
Explore the transformative role of the AI workforce in marketing. Understand how AI revolutionizes marketing strategies and automates tasks for better results.
October 9, 2023
Streamlining HR Tasks with Low-Code AI Agents: A Comprehensive Guide
Discover how low-code AI agents are revolutionizing HRM, from talent acquisition to employee development. Learn about the opportunities and challenges of AI in HRM.
October 9, 2023
Understanding the AI Workforce Platform in Customer Support
Explore the transformative role of AI Workforce Platform in customer support. Understand its benefits, challenges, and strategies to bridge the AI skills gap.
October 9, 2023
Unveiling the Power of Multi-Agent System in Digital Marketing
Explore the transformative role of Multi-Agent System in digital marketing. Understand how MAS enhances user retention, lead conversion, and customer behavior analysis.
October 9, 2023
Unveiling the Power of Multi-Agent System in Operations
Discover how Multi-Agent Systems revolutionize operations and optimize supply chain management. Learn how to leverage MAS for increased efficiency and profitability.
October 9, 2023
What is a Multi-Agent System in Operations? A Game-Changer in Supply Chain Management
Discover how Multi-Agent Systems in operations can revolutionize your supply chain management. Learn how to optimize processes for increased efficiency and profitability.
October 9, 2023
What is a Multi-Agent System (MAS) and How it Transforms Digital Marketing
Explore the transformative role of Multi-Agent System in digital marketing. Understand how MAS influences customer behavior analysis and enhances marketing efforts.
October 9, 2023
What is an AI Workforce Platform in Customer Support? A Comprehensive Guide
This blog post is designed to provide a comprehensive understanding of AI Workforce Platform in customer service, addressing the reader's search intent to explore the benefits and integration of AI in customer service strategy. The content is educational and informative, focusing on generating awareness and interest in AI and its transformative impact on customer service.
October 9, 2023
What is the Role of AI Teams in Marketing Strategy and Campaign Optimization?
Discover how AI teams revolutionize marketing strategies and campaign optimization. Learn about AI's transformative role in data analysis, customer understanding, and personalized messaging.
October 9, 2023
What is the Role of Multi-Agent Environment in HR Processes?
Explore the transformative role of Multi-Agent Environment in HR processes. Understand the challenges, opportunities, and future outlook of AI integration in HRM.
September 8, 2023
How to Analyze Audio 98% Faster with AI
Learn how to analyze audio 5000% faster with GPT. This step-by-step guide will help you automate audio analysis and generate insightful reports.
September 8, 2023
How to Automate Bulk Company Analysis with AI
Learn how to automate bulk company analysis using the Relevance AI platform. Get step-by-step instructions to create your own AI tool and streamline your investment research.
September 1, 2023
The 5 Categories of AI Agents
Explore the world of AI agent types and understand their decision-making, adaptability, and behavior. Discover real-world examples and the future of AI agents.
August 25, 2023
What are AI Agents? A Comprehensive Guide
Discover what AI agents are and how they're shaping our future. This comprehensive guide explains AI agents, their capabilities, types, applications, benefits, and future prospects.
August 2, 2023
Sentiment Analysis with GPT vs. Traditional Methods
Discover how sentiment analysis with GPT outperforms traditional methods. Learn how to apply GPT for sentiment analysis and see real-world examples.
July 31, 2023
How To Enhance GPT with Knowledge Base
Discover how to enhance GPT with a knowledge base for better performance. This step-by-step guide will help you unlock GPT's full potential.
July 31, 2023
How To Overcome Context Limits in Large Language Models
Learn how to overcome context limits in LLMs with our step-by-step guide. Discover the power of vector embeddings and search, and optimize your use of LLMs.
July 27, 2023
How an AI Onboarding Chatbot Can Enhance Your User Experience
Discover how an AI onboarding chatbot can enhance your user experience. Learn about personalized onboarding, interactive coaching, and archetype identification.
July 27, 2023
7 Ways Contextual AI Content Can Enhance Your Marketing Strategy
Discover how Contextual AI content can revolutionize your marketing strategy. Learn about AI's role in content creation, cross-referencing, scoring, and more.
July 18, 2023
7 Benefits of AI First Line Personalization in Digital Communication
Discover the 7 key benefits of AI first line personalization in digital communication. Learn how to implement this strategy for improved engagement and conversion rates.
July 18, 2023
How To Generate Personalised First Lines with AI
Discover how to generate personalised first lines for your messages using AI. Learn to set up, run, and scale your outreach with Relevance AI.
July 12, 2023
Prompt chaining without code using Claude 2 by Anthropic
Learn how to chain prompts without code using Claude 2 by Anthropic to get better performance from your LLM and reduce hallucinations.
July 3, 2023
Using AI to automate sales responses in LinkedIn
Use GPT to generate sales replies to inbound messages based on your past data. Mimic the style of your SDR save up to 30% of their time. No-code tutorial on using few-shot prompting and GPT.
June 25, 2023
How to Use an AI Blog Writer for Advanced Blog Creation
Discover how to use an AI blog writer for advanced blog creation. Learn to input keywords, provide draft text, and generate SEO-optimized content effortlessly.
May 8, 2023
How to crawl the web with an LLM using Relevance AI and Browserless
LLMs like GPT become even more powerful when used with web crawling. Learn how to do it yourself with an LLM chain using Relevance AI and Browserless.
May 1, 2023
How to use Cohere's Rerank in an LLM Chain
Reranking is a powerful technique to improve the context being sent to an LLM. Use Cohere's Rerank model to get better performance.
April 26, 2023
How to chain LLM prompts to build advanced use-cases
LLMs like GPT are powerful language models that can be used to complete tasks, unlock their true potential by learning how to chain them.
April 20, 2023
Introduction to Chains and Notebook
An introduction to getting started with AI Chaining and our Notebook editor in Relevance AI.
April 14, 2023
5 Key Benefits of Custom ChatGPT for Companies
Explore the 5 key benefits of customizing ChatGPT for companies, including improved efficiency, customer experience, knowledge management, and innovation.