SAN FRANCISCO — A statistical model is not a product — yet.

Data nerds might be incredibly good at creating fancy data models and tools, but if they want to take those skills and create a company, they need to make sure they build an actual product that actual people want to use, says Scott Raney, a partner at Redpoint Ventures.

“This isn’t about building a science project, it’s about building something that solves a business problem,” Raney said during a panel discussion at our DataBeat conference yesterday.

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Raney, along with XSeed Capital’s Robert Siegel, Accel Partners’ Jake Flomenberg, and Data Collective’s Matt Ocko, discussed what it takes for a big data company (or entrepreneur) to capture their attention and investment, and also to make a real dent into the market.

The consensus: Even big data companies need to take a look at the market, realize they’re not alone, focus on shrinking their weaknesses, and create something that truly helps someone.

This is something we often hear in the context of consumer products: Do people really need yet another photo-sharing app or Uber-for-a-random-item?

Hint: no.

So this is an important moment for big data startups. You may have built some fancy data modeling tool, but why should any one of these venture capitalists give you their precious money? What problem are you solving and for what future customers?

You are just as much of a dime-a-dozen startup as the photo-sharing app if you can’t answer these basic questions.

More information:

Founded in 1983, Accel Partners has a long history of partnering with outstanding entrepreneurs and management teams to build world-class businesses. Accel today invests globally using dedicated teams and market-specific strategies for... read more »

Redpoint Ventures is a venture capital firm focused on investments in early stage technology companies. The founders of Redpoint Ventures have been involved with successful investments including Foundry, Juniper Networks, Netflix, and ... read more »

Data Collective is a venture fund with a unique team of experienced venture capitalists, technology entrepreneurs and practicing engineers, investing together in seed and early stage Big Data and IT infrastructure companies. Data Colle... read more »

Matthew Ocko, Matt, is a Co-Founder and Co-Managing Partner of Data Collective. He serves as Strategic Advisor of On-Ramp Wireless, Inc. Mr. Ocko serves as an Advisor of NorthScale, Inc. He serves as Managing Director of Archimedes Cap... read more »

Jake joined Accel in 2012. He has over a decade of experience building innovative software products. He focuses on early stage investments in next generation infrastructure and data-driven services and is part of the team responsible f... read more »

Robert Siegel is a General Partner at XSeed Capital, bringing leadership in strategy definition, operational execution, and international sales and marketing for companies of all sizes. Robert’s investment areas include enterprise so... read more »

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