Discover our latest articles and resources on forecasting which technologies will win, and acting on them before the market does.
Patent improvement rates flagged the architectural mismatch in 2022, the same year Volkswagen and Bosch committed $1.71B to the Automated Driving Alliance.
Read the articlewhy-vw-and-bosch-backed-the-wrong-av-brain-architecture

Market reports shine a light on what is already winning. Patent data captures intent and invention before commercialization, if you know which signals to read.
Read the articlehow-r-d-teams-can-use-patent-trends-to-forecast-emerging-technologies

Two technologies compete for the same job. Rank them on maturity and on how fast each improves: over a decade, the rate decides which one wins.
Read the articlehow-to-compare-competing-technologies-objectively

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