Ignite Startups: Bhaskar Sunkara on Reinventing Business Analytics with AI | Ep289

Bhaskar Sunkara helped build AppDynamics from a laptop on a couch to a $3.7 billion Cisco acquisition.Bhaskar Sunkara was employee number one and founding CTO at AppDynamics. Over nearly a decade, he helped turn the company into a category-defining application performance monitoring platform before Cisco acquired it on the eve of its planned IPO. He is now CEO of Bicycle, where he is building AI analytics agents for revenue-critical business data.This conversation centers on a hard shift in enterprise software: moving from systems that display information to systems that detect problems, explain causes, and take action. Bhaskar argues that dashboard-driven operations are dying because no team can manually monitor every product, region, supplier, conversion path, and technical dependency in real time.He makes the same critique of chat-based analytics. Letting users ask questions in plain English improves access to data, but it still depends on someone asking the right question at the right time. Bicycle takes a different approach. Its agents monitor business signals such as bookings, checkout conversion, payment approvals, and orders, then work through a decision tree spanning technical, commercial, supplier, inventory, pricing, and external factors.The discussion also breaks down how Bhaskar and the AppDynamics team created focus before scale. They narrowed the product to Java, sold to operations rather than developers, built specifically for production, and used production proofs of concept to establish trust. That confidence eventually led to a self-service product customers deployed in production without assistance.Bhaskar also explains why Bicycle chose transactional industries including travel, retail, and payments, where delayed decisions directly translate into lost revenue. He walks through the company’s “DEAL” framework: detect, explain, act, and learn.In Today’s Episode We Discuss:00:01 Introducing Bhaskar Sunkara00:24 From India to Silicon Valley03:59 Lessons from Building AppDynamics07:10 Why DevOps Remains a Fuzzy Concept08:52 Selling to Operations Instead of Developers10:20 Running Proofs of Concept in Production12:21 Launching AppDynamics Lite as a Self-Service Product14:23 Cisco’s $3.7 Billion AppDynamics Acquisition16:34 Learning Enterprise Scale Inside Cisco18:05 The Origin of Bicycle19:42 Turning Business Signals Into Action21:47 From Business IQ to Proactive Analytics23:43 Moving from CTO to CEO25:08 Bicycle’s Product Evolution28:38 Choosing Travel, Retail, and Payments31:21 Reducing Resolution Times Across 45,000 Locations34:49 Why Dashboard-Driven Operations Are Dying37:01 Why Companies Are Over-Indexing on Chat40:03 Selling Analytics to Business and Data Teams42:00 Building the Cursor for Analytics Teams43:36 How AI Is Changing Product Development46:23 Prototyping Products With Claude47:27 Bicycle’s Long-Term Vision50:01 Rapid-Fire Founder Lessons53:23 The Most Overrated Startup MetricPull Quotes“Dashboard operations driven by dashboards are kind of dying.”“You have to get the revenue back on track. You’re losing money.”Subscribe on Spotify: https://open.spotify.com/show/6Ga6v0YUsHotLhjap67uu5Subscribe on Apple Podcasts: https://podcasts.apple.com/us/podcast/ignite-conversations-on-startups-venture-capital-tech/id1709248824Follow Bhaskar Sunkara on LinkedIn: https://www.linkedin.com/in/bhaskarsunkara/Follow Brian on Linkedin: https://www.linkedin.com/in/bblinkedin/Visit Our Website: https://www.teamignite.venturesSubscribe to Our Newsletter: https://insights.teamignite.ventures/👂🎧 Watch, listen, and follow on your favorite platform: https://tr.ee/S2ayrbx_fL 🙏 Join the conversation on your favorite social network: https://linktr.ee/theignitepodcast