Mario Guerrero serves as the executive director of the South Texas Builders Association, an organization representing 159 construction and real estate businesses

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Tutor Intelligence initially used convolutional neural networks for its robotics platform in 2021

Tutor Intelligence organizes its product management function directly alongside its customer success and deployment implementation teams

Tutor Intelligence deploys software updates to its robot fleet either daily or on biweekly major release cycles

Tutor Intelligence was founded in 2021 by Josh Gruenstein

Tutor Intelligence connects deployed robots to remote human teleoperators called tutors to perform tasks and generate training data

As of 2026, Tutor Intelligence operates a dedicated fleet of 100 Sunny robots in Boston to collect research data

As of November 2026, Tutor Intelligence robots have helped manufacture and ship more than 250 million products to United States consumers

Tutor Intelligence utilizes paid, real-world customer deployments to generate commercially relevant operational training data

Tutor Intelligence markets industrial robot labor to commercial customers at an operational rate of 16 dollars per hour

Tutor Intelligence pushes engineering updates to its robot manufacturing lines every two weeks

Tutor Intelligence manufactures its Cassie and Sunny robots at an assembly facility located in Watertown, Massachusetts

Tutor Intelligence has deployed robots across the United States to operations ranging from small businesses to Fortune 100 companies

Tutor Intelligence averages 40 to 60 days from initial sales contact to a signed robot deployment agreement

Tutor Intelligence averages approximately 40 days from a signed customer contract to physical robot delivery at a customer facility

As of 2026, Tutor Intelligence employs approximately 160 people based primarily in Boston, Massachusetts

Tutor Intelligence deploys operational robots into factory production within a single day of arriving on site

Costco is the largest retail distributor of organic food in the United States

A major concrete supplier in South Texas laid off more than 100 workers and subsequently filed for bankruptcy amid construction industry disruptions

Lumber and cement suppliers in the Rio Grande Valley experienced declining sales and contract cancellations as home construction slowed

In 1997, Colin Camerer and George Loewenstein organized an interdisciplinary conference in Pittsburgh connecting economists with cognitive neuroscientists