Welcome back to Day 5 of our AI Agents in Action!
If you've missed the previous days, you can access them here: Day 1 | Day 2 | Day 3 | Day 4
I'm Hamza, and joining me is Bhavna. On August 15th, we conducted our live MAVEN session on "Building Production-Ready AI Agents" and the response was incredible! Over 250 participants joined us as we built two complete agent systems from scratch.
🛠️ What We Built Together
In our 60-minute intensive session, we built two complete, production-ready agents:
1. Sales Prospect Agent - The AI BDR
A sophisticated lead generation system that automatically finds and qualifies prospects based on your Ideal Customer Profile (ICP).
Key Features:
🎯 ICP-driven prospect discovery
🤖 AI-powered lead qualification
📧 Automated outreach preparation
📊 CRM integration capabilities
Live Demo: Try the Sales Prospect Agent
GitHub: Complete Workflow
2. Finance Agent - The AI Financial Analyst
An intelligent financial analysis system that processes documents, analyzes data, and provides strategic insights.
Key Features:
📊 Automated financial document processing
💡 Intelligent ratio analysis and insights
📈 Trend identification and forecasting
📋 Professional report generation
Live Demo: Try the Finance Agent
GitHub: Complete Workflow
🔥 Session Highlights
Real-World Applications: We didn't just build demos—we created agents that participants can immediately deploy in their businesses.
Production-Ready Architecture: Each agent includes error handling, rate limiting, and scalability considerations.
Live Troubleshooting: We solved real integration challenges and API configuration issues in real-time.
Q&A Deep Dives: Addressed specific use cases from participants across different industries.
🚀 Resources & Next Steps
APIs & Tools Used
Ares Internet Search API: Real-time web search capabilities
n8n: Workflow orchestration platform
OpenAI: Language model integration
Various CRM APIs: Salesforce, HubSpot integration patterns
Related Content
Airbnb Search Agent: Last session’s intelligent search system
Continue Learning
Building Gen AI Agents for Enterprise: Beyond the Hype: Master the what, why, and how of Generative AI by building Enterprise-Grade Agents that go beyond the basics and actually move the needle (Use code
201OFFfor discount)Agents in Action - 10-Day Free Course: Complete your agent-building journey with our comprehensive free course covering everything from basic automation to advanced agent systems
Corporate Training: Custom workshops tailored for you and for your team—from strategy to implementation
💭 Key Takeaways
The live session reinforced three critical insights for building production AI agents:
Start with Business Value: Both agents solve real problems (lead generation, financial analysis) rather than showcasing technology for its own sake.
Design for Scale: We built workflows that handle errors gracefully, respect API limits, and can process hundreds of requests.
Human-AI Collaboration: The best agents augment human capabilities rather than trying to replace human judgment entirely.
🎯 What's Next?
In the next session, we'll dive deep into advanced research capabilities with our Ultimate AI Research Assistant—combining real-time internet search with private document retrieval for comprehensive intelligence gathering.
Stay tuned for Day 6!
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