Building AI Agents | Part 11: How to QA Agents Like a Pro
An AI Agent is only as good as the quality of its outputs. In Part 11 of our series, we guide you through the essential process of Quality Assurance (QA) and validation to ensure your agent is accurate, reliable, and ready for production. Learn the professional techniques and tools needed to move your agent from a prototype to a scalable business solution. Using a real-world example of a Statement of Work (SoW) Processing Agent, we demonstrate how to effectively review and validate agent outputs. In this video, you'll learn how to: - Use the Review Tab for an efficient, side-by-side analysis of your source documents and the agent’s extractions. - Create customizable visual layouts to help you spot issues faster by rearranging and resizing property widgets. - Leverage AI Citations to instantly trace every extracted data point back to its source, ensuring full auditability and preventing hallucinations. - Build a human-in-the-loop review queue by using conditional logic and views to flag documents with missing data or edge cases. - Quickly make in-line edits to correct any errors and fine-tune your agent's performance. We also share crucial best practices, including why you should always test your agents with your most diverse and complex "edge case" documents to build true robustness. 0:00 - The Importance of QA for AI Agents 0:41 - Deep Dive: The Review Tab & Customizable QA Layouts 1:51 - How to Use AI Citations for Traceability & Validation 2:47 - Creating a "Needs Human Review" Queue with Conditional Logic 3:35 - Best Practices for Testing Agents with Edge Cases 4:03 - Recap: The Keys to a Production-Ready Agent Find out more on how V7 Go's AI Agents can help your business: https://www.v7labs.com/go/agents Learn more about V7 - https://www.v7labs.com Follow us on LinkedIn: https://www.linkedin.com/company/v7labs/ Follow us on X (formerly Twitter): https://twitter.com/V7Labs #QualityAssurance #AIagents #AIAgent #V7Go #DataValidation #DocumentProcessing #LegalTech #StatementofWork #WorkAutomation #AgenticAI #HumanInTheLoop #GenerativeAI