data-monitoring
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Soda Wants Your Data to Rat On Itself Before It Wrecks the Dashboard
The idea behind Soda is almost rude in its simplicity: software gets tested before it ships, so why does data get to skip the exam? Two Belgians decided it shouldn't.
Lightup Data
Lightup Data is a Mountain View-based enterprise data observability company that lets organizations monitor data quality at scale without moving their data. Its no-code platform pushes computation down into existing warehouses and lakehouses like Snowflake and Databricks, using AI-powered anomaly detection to catch data drift, outages, and discrepancies before they reach dashboards or AI models. Founded in 2019 and backed by Andreessen Horowitz, Lightup serves enterprises including AMD, Skechers, and KFC.
Manu Bansal
Manu Bansal is co-founder and CEO of Lightup, an AI-powered data quality and observability platform for the enterprise data stack. A Stanford EE PhD and IIT Kanpur alum, he first co-founded Uhana, a machine-learning analytics company for mobile carriers that VMware acquired in 2019. The grind of debugging bad data at Uhana became the seed for Lightup, which now runs hundreds of thousands of daily data-quality checks across petabytes of customer data and is backed by Andreessen Horowitz.