Context

Sarah Wang and Kimberly Tan host Jesse Zhang and Ashwin Sreenivas, co-founders of Decagon, to discuss the company's approach to building enterprise AI applications, focusing on open-source models and their deployment in large companies.

Key points

• Decagon's AI agents are designed to handle all customer interactions, both reactive and proactive, acting as the business's front door.
• Decagon initially used frontier models for their AI but shifted to open-source models to reduce latency and improve control over specific tasks. 2:00
• The company has developed a research team to fine-tune open-source models, which now handle 90% of their workflow, optimizing for latency and cost. 3:01
• Decagon's approach allows smaller, fine-tuned models to outperform larger, state-of-the-art models on specific tasks, providing better performance, speed, and cost efficiency. 5:20
• Decagon's AI agents are not just for customer support but are designed to follow business processes, making them versatile for various enterprise tasks. 49:25
• The company emphasizes a product-driven approach, ensuring that their AI solutions are scalable and not just custom-built for individual clients. 27:00
• Decagon's founders spend significant time on sales, emphasizing the importance of understanding enterprise needs and rapidly iterating on product offerings. 45:07
• The company has expanded internationally, driven by customer demand and the ease of adapting AI models to different languages. 61:01
• Decagon believes AI will transform jobs but not eliminate careers, as automation allows employees to focus on more complex and valuable tasks. 78:50
• Decagon's AI agents are designed to improve over time, using feedback from real-world interactions to enhance their capabilities. 32:21

Quotes

More verdicts

• WATCH every small business should run itself | Lassie with a16z4.6/5 · 58 min
• WATCHThe Next Frontier of AI Is Spatial Intelligence | Fei-Fei Li on a16z4.5/5 · 42 min
• WATCHBuilding a Company in Stealth | Travis Kalanick with a16z4.6/5 · 1h 32 min
• WATCHWhy Physical AI Is the Next Frontier | The a16z Show4.5/5 · 1h 20 min