
A Product Market Fit Show | Startup Podcast for Founders He launched a free product for enterprise customers—then grew to $12M ARR in 2 years. | Bhaskar Sunkara, Founding CTO of AppDynamics
Mar 30, 2026
Bhaskar Sunkara, co-founder and early employee at AppDynamics turned founder of Bicycle AI, built monitoring and analytics for software-driven businesses. He discusses turning business transactions into the unit of monitoring. He explains landing Netflix and Priceline with production POCs. He reveals how a freemium download drove over 60% of leads and fueled rapid revenue growth.
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Business Transactions Solve Monitoring Drift
- AppDynamics invented business transactions as a stable unit of monitoring that survives architecture changes.
- Bhaskar used Amazon example: checkout/login remain constant across 15 years even as code and infra change, making transactions a reliable anchor.
Sell To The Buyer Not The Loudest User
- Don't sell to the most vocal users if they're not the buyer; target the budget owner instead.
- Bhaskar advised focusing on the ops/IT leader (VP of Ops) because they own uptime, availability, and the budget to buy monitoring.
Packaging Is Product Focus And A Sales Signal
- Packaging communicates focus and dictates who buys the product.
- AppDynamics shipped only a production product (no separate dev/test SKUs) to target ops where the budget and urgency live.
