As the issues facing the world become more complex, we need technology that evolves with us to take them on. We need machines that are capable of picking up our slack, approaching situations with just as much nuance and knowledge as humans do. While we may be living in a time of unprecedented change in all industries and sectors, we can take this on with the help of machine learning technology.
Machine learning, a subfield under the broader umbrella of artificial intelligence, describes the way in which computers gather existing datasets and learn to enact processes through trial and error. By building their own personal data banks and tacit knowledge, machine learning technology can work alongside humans, unsupervised, in any industry, from healthcare to real estate. While the future may feel unpredictable and daunting, we can rest easy knowing these 16 Bay Area machine learning companies have our back.
Bay Area Machine Learning Companies To Know
- Skydio
- HouseCanary
- KeepTruckin
- Cognizant Softvision
- Domino Data Lab
- Figure Eight
- App Orchid
- Appnomic
Founded: 2008
Location: San Francisco
Focus: Enterprise Software
What they do: Figure Eight helps create training material for enterprise AI models by linking company and employee knowledge with machine learning tools. Their services and solutions can assist businesses in creating AI technology such as chatbots and speech-to-text tools to improve their customer experiences. Figure Eight collaborates on projects with some of the world's leading tech companies, including Oracle, eBay, Adobe and Tesco.
Founded: 2010
Location: San Francisco
Focus: E-commerce
What they do: Online shoppers can go to Wish's mobile platform to shop for products from thousands of online retailers, with options for direct home delivery. Catered directly to each individual, Wish's deep learning technology develops customized experiences for shoppers based on their preferences and exactly what items they frequently view or are particularly looking for.
Founded: 2013
Location: San Francisco
Focus: Enterprise Software
What they do: Domino Data Lab is a pioneer in data science, helping companies from Vevo to Harvard University make the most of their data. Their team of data scientists and IT leaders collaborate with clients to automate DevOps in order to set aside more time for product testing and research.
Founded: 2014
Location: Redwood City
Focus: Drones
What they do: Skydio manufactures intelligent drones powered by machine learning that possess high-speed manual flight with obstacle avoidance capabilities and an onboard 12MP HDR, 4K video camera. The company works to create long term solutions to pioneer the safety and productivity of the future of drone technology, with current products including the Skydio 2, Skydio X2 and Skydio Dock.
Founded: 1994
Location: Oakland
Focus: IT & Software
What they do: Top global companies enlist the services of Cognizant Softvision to help with any digital design and engineering projects they want to take on. From retail to healthcare to agriculture, Cognizant Softvision works with companies of all industries in over 11 countries to develop software and machine intelligent solutions for relevant business issues.
Founded: 2013
Location: San Francisco
Focus: Real Estate
What they do: HouseCanary employs the capabilities of machine learning technology to make accurate valuations of homes and real estate. Their real estate platform offers a range of products for both realtors and homeowners, built with tools to handle loan granting, property profile analysis, and risk assessment workflows.
Founded: 2013
Location: San Francisco
Focus: Transportation
What they do: KeepTruckin seeks to modernize the trucking industry by bringing fleet management processes into the digital world. By relying on real time GPS tracking and video technology, KeepTruckin helps their clients keep tabs on freight to maintain safety standards and streamline shipments. Their platform also offers training tools, vehicle inspection tech, messaging, and vehicle hotspots to make communication with fleets more efficient.
Founded: 2011
Location: San Francisco
Focus: Big Data & Insurance
What they do: MetroMile is a pay-per-mile car insurance service, which allows drivers to save money and only make insurance payments based on their usage trends. Funded by Future Fund, SV Angel and other investors, MetroMile plans to disrupt the personal auto insurance industry by offering insurance as an SaaS model.
Founded: 2013
Location: San Ramon
Focus: Mobile & Enterprise Software
What they do: Companies in all forms can benefit from having a mobile app on which to host their services, and App Orchid helps enterprises implement deep artificial intelligence to build those apps. App Orchid combines company knowledge and history with structured data to create mobile and web apps capable of retrieving stored information and tailoring experiences for customers based on needs.
Founded: 2006
Location: Cupertino
Focus: IT & Enterprise Software
What they do: With funding from Avataar Ventures and Norwest Venture Partners, Appnomic implements the capabilities of machine intelligence and deep learning to provide businesses with troubleshooting technology that can help independently resolve digital issues and outages. Their self-healing software helps enterprises recover from digital anomalies faster and autonomously, freeing up time to address other areas of growth.
Founded: 2008
Location: Palo Alto
Focus: Big Data
What they do: Previously hailing from companies like Google and Facebook, Cloudera's team builds a platform that can enable enterprise data to be hosted on the cloud. Cloudera helps companies maintain the security of their data while still being able to access information from a unified platform from any location, offering a range of cloud-based deployments for public, multi-cloud and on-premise access.
Founded: 2016
Location: San Francisco
Focus: Real Estate
What they do: States Title uses artificial intelligence to power their real estate title platform, streamlining the processes of loan closing and property evaluation to help agents and buyers save money and increase their profits. Their patented data analytics platform helps remove the blockades to securing loans and escrow, and boosts the profit margins for lenders by over 30 percent.
Founded: 1997
Location: San Francisco
Focus: Healthtech, Life Sciences
What they do: Working primarily with companies in the life sciences, Saama Technologies runs a machine learning clinical analytics platform that allows clients to make business decisions based on visible data. Saama Technologies empowers life science and pharmaceutical organizations to collect actionable insights to run tests, undertake studies, and manage associated clinical risks.
Founded: 2010
Location: Walnut Creek
Focus: Enterprise Project Management
What they do: SealSoftware makes it easier for companies to access their contracts and other files across numerous networks. Their platform provides easy lookup so enterprises can easily assess the risk and hidden agreements in their contracts in order to make future business decisions. SealSoftware is backed by several pioneers in document technology, including DocuSign, Mosaic Ventures, and Toba Capital.
Founded: 2015
Location: Palo Alto
Focus: Transportation
What they do: Relying on AI, Nauto's fleet management platform helps companies maintain the safety of their drivers and their cargo on the road. Their intelligent driving system gathers information from the road and vehicle interactions in order to anticipate driving hazards and avoid collisions.
Founded: 2016
Location: San Ramon
Focus: Enterprise Software
What they do: Tekion helps enterprise class clients build cloud-based applications to power streamlined customer experiences. Founded originally to provide app development services to automotive retail companies, Tekion has the goal of helping global clients reap the benefits of big data and machine learning to build unique digital experiences for their customers.
