How Decagon Built Human-Level AI Support: Ashwin Sreenivas on customer obsession, early traction, enterprise complexity, and the AI concierge future
with Ashwin Sreenivas — Co-Founder
Ashwin Sreenivas, co-founder of Decagon AI, reveals how his company is revolutionizing enterprise customer support with human-level AI agents. Discover the shift from rigid chatbots to fluid, instruction-following AI concierges.
5 Things You'll Learn from This Episode
- Understand how Agent Operating Procedures (AOPs) enable AI agents to follow complex, multi-step workflows like a human, moving beyond simple decision trees.
- Learn why building a single, powerful agent that's excellent at following instructions leads to faster customer onboarding and iteration than training models from scratch for each client.
- Discover how smaller, fine-tuned models can outperform large general models on specific tasks, delivering better performance and lower latency for real-time interactions.
- Implement a go-to-market strategy that involves charging for your product from day one, even during a pilot, to quickly validate demand and filter for serious customers.
- Explore how AI transforms customer support from a cost center into a brand differentiator, enabling businesses to offer 24/7 concierge services and enhance user retention.
About the Episode
Ashwin Sreenivas details the journey of building Decagon AI, a platform that provides AI-powered customer support agents for major brands like Duolingo and Notion. He explains their core innovation, Agent Operating Procedures (AOPs), which train AI to follow complex instructions like a human, a significant leap from old chatbot technology. Ashwin also shares insights on their model strategy, the importance of charging customers from day one, and his vision for an AI concierge future where the burden of work shifts from the user to the AI.
Timestamps
- 0:00 — Introduction: Ashwin Sreenivas and Decagon AI
- 1:42 — What is an AI Customer Support Agent?
- 4:08 — From Rigid Chatbots to Fluid AI Conversations
- 7:25 — How Agent Operating Procedures (AOPs) Work
- 11:01 — Decagon's Hybrid AI Model Strategy
- 14:18 — Why Smaller Models Can Outperform Larger Ones
- 17:55 — Why Decagon Chose the Customer Service Vertical
- 22:10 — The Future: From Support to Customer Concierge
- 28:40 — How to Acquire Your First Five Enterprise Customers
- 31:05 — The Strategy of Charging From Day One
- 34:25 — Measuring Business Impact and Expanding Support
- 38:50 — The Nuances and Customer Trust of AI Voice Agents
- 44:10 — Are AI Agents Replacing Human Support Teams?
About Ashwin Sreenivas
Ashwin Sreenivas is the co-founder of Decagon AI, a company revolutionizing enterprise customer support with sophisticated AI agents. Previously, Ashwin was the co-founder of Helio, a computer vision data labeling platform that was acquired by Scale AI.
Co-founder at Decagon AI
About the Host
Nataraj Sindam is the creator of The Startup Project, a podcast featuring founders, investors, and operators building the future.
→ Website
Subscribe to Startup Project for more founder conversations!
→ Spotify
#StartupProject #DecagonAI #AshwinSreenivas #AI #CustomerSupport #EnterpriseAI #LLMs #FounderStory #VentureCapital #CustomerExperience #AIagents #SaaS