While AI may be more visible on the pipe inspection side, the technology is being used in new installation applications, primarily in areas of data logging, crew safety and guidance. In smaller ways, AI technology has been incorporated into applications such as microtunneling, pilot-tube guided boring, HDD, pipe jacking and auger boring.

“AI is a way to enhance quality, productivity and provide a level on internal inspection,” says Akkerman vice president and chief revenue officer Jason Holden. “AI has been used longer than we have been thinking that it was ‘a thing.’ Right now, the parameters are contained within the guidance system and just does the reporting,” he says.

“Nothing is linked to machine control because the geotechnical and ground conditions that the machines go through can’t be fully known. That’s always the underlying factor. We see AI in the control systems, behind the scenes for warnings and safety checks and data reporting,” Holden says.

One area Akkerman is testing AI on is with autonomous muck hauling, with the end-game being able to drive the hauling system between the launch shaft and the TBM system to retrieve the processed muck from the reception shaft. “We’re testing this in-house to see other ways we can use the AI technology in other systems,” Holden says.