Into the Swarm: San Diego’s Swarmology Mines Online Conversations for Health Data

identify a variety of characteristics in a given community—such as vibrancy, sentiment, traffic activity, and membership—“to connect the dots and predict where a given conversation is headed.”

Bohm says the technology is capable of identifying any individual, or group of individuals, or all of the individuals in a particular swarm, and also can identify the ideal moment to send a marketing message into the swarm on behalf of a customer. As Bohm likes to put it, “We can send the right message at the right time to the right people.”

For example, in an online discussion about cholesterol and heart disease, Bohm says Swarmology can predict the best opportunity for a health insurance company to send a message to key influencers, or to everyone in the swarm, with an offer for free cholesterol testing that includes a website link so they can register online.

The company’s technology relies partly on the field of “swarm intelligence,” loosely defined as the collective behavior of decentralized, self-organized systems. “The math we have created looks for inherent patterns that similarly exist in natural swarms,” Bohm says. “We additionally apply Artificial Intelligence techniques as an overlay to better understand the direction the swarms will take.”

Since starting Swarmology almost a year ago, Bohm has funded most of the company’s operations. (He says, “I’m my own friend and my own family, and the initial round was me.”)

After completing his education in England, Bohm began his career in the pharmaceutical industry, rising through increasingly senior positions at Astra, Pfizer, Novartis, and other Big Pharmas. At Aspreva Pharmaceuticals, a Vancouver, B.C.-based biotech, Bohm served as the New Jersey-based executive director of global data sciences and reporting, and oversaw the company’s U.S. clinical operations. In 2008, Switzerland’s Galencia Group acquired Aspreva in a $915 million deal and merged it with its Vifor pharmaceutical operations.

By then, Bohm had started Trialytics, a healthcare analytics company later acquired by New Jersey-based SDI, which was itself acquired for an undisclosed amount earlier this year by IMS Health.

Bohm says Southern California’s Tech Coast Angels are providing about two-thirds of Swarmology’s new $1.2 million capital infusion. He plans to use the funding to expand the company’s five-person workforce by one or two employees and perhaps accelerate software development. Swarmology is moving into EvoNexus, the “no strings attached” incubator operated for free by CommNexus, the San Diego nonprofit technology industry group.

(Creative Commons credit: Photo of “Swarm Chandelier” in London’s Victoria and Albert Museum from Heatheronhertravels.com)

Author: Bruce V. Bigelow

In Memoriam: Our dear friend Bruce V. Bigelow passed away on June 29, 2018. He was the editor of Xconomy San Diego from 2008 to 2018. Read more about his life and work here. Bruce Bigelow joined Xconomy from the business desk of the San Diego Union-Tribune. He was a member of the team of reporters who were awarded the 2006 Pulitzer Prize in National Reporting for uncovering bribes paid to San Diego Republican Rep. Randy “Duke” Cunningham in exchange for special legislation earmarks. He also shared a 2006 award for enterprise reporting from the Society of Business Editors and Writers for “In Harm’s Way,” an article about the extraordinary casualty rate among employees working in Iraq for San Diego’s Titan Corp. He has written extensively about the 2002 corporate accounting scandal at software goliath Peregrine Systems. He also was a Gerald Loeb Award finalist and National Headline Award winner for “The Toymaker,” a 14-part chronicle of a San Diego start-up company. He takes special satisfaction, though, that the series was included in the library for nonfiction narrative journalism at the Nieman Foundation for Journalism at Harvard University. Bigelow graduated from U.C. Berkeley in 1977 with a degree in English Literature and from the Columbia University Graduate School of Journalism in 1979. Before joining the Union-Tribune in 1990, he worked for the Associated Press in Los Angeles and The Kansas City Times.