Dallas Startup Pure Discovery Gets $10 Million for Smarter Search

A Dallas startup has raised $10 million to further develop its “post-search” business.

Pure Discovery is a search platform that aims to refine search beyond the keyword model we use today. Their product, Brainspace, aims to create a data “brain” that reads documents and uses artificial intelligence to connect it with other documents that relate to them.

“Some of the problems we have with search is that people writing documents aren’t always using the language of the people who are looking for them,” says Dave Copps, Pure Discovery’s founder and CEO. “Brainspace adds context to your search. It’s live and learning as you build documents.”

Pure Discovery started in 2005 and catered to the e-discovery market in the legal profession. LexisNexis is one high-profile client. “If you’re searching patents globally on LexisNexis, it’s our technology,” Copps says.

The next steps for Pure Discovery is moving Brainspace on to the cloud and hiring programmers, sales staff, and managers in areas such as development. Copps expects to double its staff to 50 by year’s end.

In return for its investment, Medina Capital in Miami has taken an undisclosed equity ownership stake. Managing partner Manuel Medina founded Terremark Worldwide, which he sold to Verizon for $1.5 billion in 2011. “They’re one of the companies that created cloud computing, so we’re getting resources and connections in that area that we would not have if we hadn’t have met them,” Copps says.

Pure Discovery is the latest in Copps’ work in semantic technology. Copps co-founded Engenium in 1999, which went on to become a $3.5 million search company with customers such as the Pentagon and the CIA. Marsh & McLennan bought Engenium in 2006 for $27 million.

With Brainspace, Copps says he can help clients leverage their knowledge to make it a better performing asset. He intends to target companies in “knowledge-based” industries such as life sciences, technology, and pharmaceuticals, and will introduce Brainspace at Nature’s SpotOn conference in London in November.

“With Brainspace, there is no human intervention,” Capps says. “With other engines, they have humans writing lists and making lists. The lists get old; the searches get bad. Brainspace is always learning.”

Author: Angela Shah

Angela Shah was formerly the editor of Xconomy Texas. She has written about startups along a wide entrepreneurial spectrum, from Silicon Valley transplants to Austin transforming a once-sleepy university town in the '90s tech boom to 20-something women defying cultural norms as they seek to build vital IT infrastructure in a war-torn Afghanistan. As a foreign correspondent based in Dubai, her work appeared in The New York Times, TIME, Newsweek/Daily Beast and Forbes Asia. Before moving overseas, Shah was a staff writer and columnist with The Dallas Morning News and the Austin American-Statesman. She has a Bachelor's of Journalism from the University of Texas at Austin, and she is a 2007 Knight-Wallace Fellow at the University of Michigan. With the launch of Xconomy Texas, she's returned to her hometown of Houston.