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 Sunkara

00:24 From India to Silicon Valley

03:59 Lessons from Building AppDynamics

07:10 Why DevOps Remains a Fuzzy Concept

08:52 Selling to Operations Instead of Developers

10:20 Running Proofs of Concept in Production

12:21 Launching AppDynamics Lite as a Self-Service Product

14:23 Cisco’s $3.7 Billion AppDynamics Acquisition

16:34 Learning Enterprise Scale Inside Cisco

18:05 The Origin of Bicycle

19:42 Turning Business Signals Into Action

21:47 From Business IQ to Proactive Analytics

23:43 Moving from CTO to CEO

25:08 Bicycle’s Product Evolution

28:38 Choosing Travel, Retail, and Payments

31:21 Reducing Resolution Times Across 45,000 Locations

34:49 Why Dashboard-Driven Operations Are Dying

37:01 Why Companies Are Over-Indexing on Chat

40:03 Selling Analytics to Business and Data Teams

42:00 Building the Cursor for Analytics Teams

43:36 How AI Is Changing Product Development

46:23 Prototyping Products With Claude

47:27 Bicycle’s Long-Term Vision

50:01 Rapid-Fire Founder Lessons

53:23 The Most Overrated Startup Metric

Pull Quotes

“Dashboard operations driven by dashboards are kind of dying.”

“You have to get the revenue back on track. You’re losing money.”

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