New funding: Seattle-area startup Darklight raised a $5.1 million round. Investors listed on an SEC filing include Jay Lee of Agile Defense and Tom Bruderman of MAG Ventures. Total funding to date is about $10 million. The tech: Founded in 2014, Darklight’s software uses “knowledge-driven” artificial intelligence to help automate workflow tasks. It will soon launch its first commercial cybersecurity product that automates the prioritization of vulnerability scanner results. The 17-person startup is also working with the U.S. Army to help reduce cognitive burden on soldiers and analysts. The company’s technology traces its roots to the Pacific Northwest National Laboratory.