

Ground Truth: Beyond the Hype
Presented by VuNet & Databricks for Startups.
The Mission: Beyond the Hype
In a world obsessed with AI-driven "magic," the hardest thing to find is the truth. Most AI initiatives fail not because of the models, but because the underlying data is a "hallucination" of its own.
The Ground Truth is an exclusive six-part series for Bengaluru’s engineering leaders who prioritize deterministic results over AI hype. We’re moving past the buzzwords to explore the foundational signals that drive 28B+ monthly transactions. In this inaugural session, we’re stripping away the vanity metrics to focus on the "Hard Truths" of building observability that actually protects revenue.
Who Should Attend?
CTOs & Engineering Leads: Done with "black-box AI" and looking for transparent, actionable visibility.
Founders: Who need a singular, undeniable view of business health to drive real ROI, not just pilot programs.
Architects: Building the "New Housing" of fintech and commerce infrastructure where every millisecond matters.
What to Expect
AI Reality Check: How VuNet uses its vuCoreML engine to move beyond anomaly detection into automated root cause analysis—without the noise.
Hype vs. Health Mixer: High-signal networking with 30-40 of Bengaluru’s top technical minds discussing what’s actually working in production.
The Roadmap: A first look at our 6-part journey from "Agentic Hype" to operational clarity.