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Detroit’s Inbolt Launches Vision-enabled Robot Programming

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Detroit’s Inbolt Launches Vision-enabled Robot Programming


Inbolt’s robot programming release is available for FANUC, Universal Robots, and Yaskawa robots with broader brand coverage on the roadmap. // Photo courtesy of Inbolt

Inbolt, the Detroit-based robot intelligence company, is launching two new capabilities that complete the company’s AI vision model for robot guidance: Inbolt Robot Programming and an expanded Inbolt Robot Control.

 

Both technologies will debut at the Automate 2026 trade show at Chicago’s McCormick Place from June 22-25.

 

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“Robot deployment still takes weeks because the digital twin never matches the real factory floor, engineers hand-tune every trajectory during commissioning,” says Rudy Cohen, co-founder and CEO of Inbolt. “With Robot Programming, the Vision Model, and Robot Control on a single platform, that gap closes.

“Engineers build the program from the CAD, our vision model locates the real part, and the robot executes the planned path. One platform from perception to motion, on the robots manufacturers already own. That’s AI perception built for the factory floor.”

With Robot Programming and Robot Control, Inbolt says it covers the full path from virtual commissioning to adaptive robot motion control, for stationary and moving-line applications.

Until now, the company says, deploying a robot on a factory floor took weeks as engineers carefully build digital twins of the production line, then spent the commissioning window touching up trajectories point by point because the virtual environment never fully matches reality. If the robot is anchored 2mm off, or parts arrive in unrepeatable positions, every path gets re-taught and tuned by hand.

With the latest release of Inbolt Robot Programming, the programming capability inside Inbolt Studio removes that step entirely. Engineers build the program directly on the CAD model, in the part’s own reference frame. At runtime, the Inbolt Vision Model locates the real part and adjusts the robot’s motion to execute the planned path exactly.

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“No teach pendant. No iterative tuning. No separate workflow for moving lines,” says Cohen. “Weeks of commissioning now works in one shot. The digital twin and the factory floor are the same thing.”

The CAD-based release is available for FANUC, Universal Robots, and Yaskawa on dynamic (moving line) applications, with broader brand coverage on the roadmap. Two of Inbolt’s four Automate 2026 booth demonstrations will run it live, so visitors can watch the system go from CAD to executable robot motion in front of them.

“Automate in Chicago is where we plant our flag in the U.S.,” says Albane Dersy, co-founder and COO of Inbolt. “Four live demos, two product launches, a deep integration with FANUC and NVIDIA on the show floor, and a panel on the future of physical AI. Our U.S. footprint has expanded across Stellantis, GM, and Toyota plants this year, our team has doubled, and the U.S. contingent doubles again by year-end.”

Inbolt’s second product release is an expansion of Robot Control, the real-time robot motion execution component of the platform, now running natively on Yaskawa, joining FANUC, KUKA, ABB, Universal Robots, and Comau.

Robot Control streams corrected joint commands directly into the robot’s servo loop at native control frequency, closing the loop between what the vision model sees and how the robot moves. The Yaskawa expansion brings Inbolt’s native robot brand coverage to six, giving manufacturers a single intelligence layer for real-time execution across the brands they already own.

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Inbolt also has released updates to the Inbolt Vision Model with improved global part localization models. The model now tracks a wider variety of parts, and the Inbolt Studio dashboard exposes part position, detection status, and live performance tests for each use case. Robotics engineers can troubleshoot and evaluate Inbolt’s performance on their specific station inside Inbolt Studio.





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Detroit, MI

Air conditioner forecast: Metro Detroit heads into hot, sticky stretch

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Air conditioner forecast: Metro Detroit heads into hot, sticky stretch


Metro Detroit is set to trade this weekend’s comfortable weather for a stretch of increasingly hot and humid conditions this week, with temperatures climbing into the upper 80s and lower 90s and humidity levels high enough to make it feel even warmer.

While Monday remains pleasant, the 4Warn Weather team is tracking a developing pattern that could bring rounds of showers and thunderstorms Tuesday through Thursday, followed by a period of heat that may pose health risks for some people.

The dry weather will hold through Monday before moisture surges northward ahead of a low-pressure system. That setup will lead to increasing clouds Monday night and a growing chance of showers and thunderstorms Tuesday.

The atmospheric moisture levels will be unusually high for June, meaning storms will be capable of producing locally heavy rainfall in a short amount of time Tuesday.

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Metro Detroit will have daily chances for showers and thunderstorms through the week, but attention will also turn to the heat.

Temperatures are expected to soar to around 90 degrees Wednesday and the lower 90s Thursday across Metro Detroit, with muggy nights only falling into the upper 60s to lower 70s. Combined with dew points rising into the upper 60s and lower 70s, heat index values could climb well into the 90s to 100 degrees.

Temperatures are expected to soar to around 90 degrees Wednesday and the lower 90s Thursday across Metro Detroit, with muggy nights only falling into the upper 60s to lower 70s. Combined with dew points rising into the upper 60s and lower 70s, heat index values could climb well into the 90s to 100 degrees. (WDIV)

These values can create dangerous conditions for vulnerable populations, including older adults, young children, people with chronic health conditions and anyone working or exercising outdoors for extended periods.

After weeks of relatively mild temperatures, the human body has not yet fully acclimated to summer heat, making heat-related illnesses more likely.

Temperatures are expected to soar to around 90 degrees Wednesday and the lower 90s Thursday across Metro Detroit, with muggy nights only falling into the upper 60s to lower 70s. Combined with dew points rising into the upper 60s and lower 70s, heat index values could climb well into the 90s to 100 degrees. (WDIV)

Heat Safety

People are encouraged to begin practicing heat safety habits now:

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  • Drink water regularly, even before feeling thirsty.

  • Limit strenuous outdoor activity during the hottest part of the afternoon.

  • Wear lightweight, light-colored clothing.

  • Take frequent breaks in air-conditioned spaces.

  • Never leave children or pets in vehicles.

  • Check on elderly neighbors and relatives.

The hottest day of the stretch is likely to be Thursday, when Metro Detroit could reach the lower 90s. Depending on sunshine and thunderstorm coverage, a few communities may push even higher.

For residents of the Thumb, temperatures will be somewhat cooler thanks to the moderating influence of Lake Huron. Highs there are expected to remain largely in the lower to middle 80s during the warmest part of the week.

Thunderstorm chances continue through Thursday and could briefly interrupt the heat. However, any breaks are expected to be short-lived, and many locations will spend much of the week feeling decidedly summerlike.

By Friday and next weekend, temperatures may ease slightly back into the upper 80s, although isolated showers and thunderstorms remain possible.

Share your weather photos and how you’re staying cool with Local 4 at MIPics.

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Copyright 2026 by WDIV ClickOnDetroit – All rights reserved.



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Detroit, MI

2 men dead in unrelated overnight Detroit shootings

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2 men dead in unrelated overnight Detroit shootings


DETROIT (WXYZ) — Two men are dead after being shot in the early morning hours of Sunday, in what police say were separate incidents.

Both shootings took place in between 3 a.m. and 3:30 a.m. We’re told that one shooting happened in the 19000 block of Kelly Road on Detroit’s east side, and the other happened in the 8700 block of Quincy Street on Detroit’s west side.

Authorities say that the circumstances that led up to each of these shootings are unknown. No suspects have been arrested in relation to these cases.





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Detroit, MI

Hundreds gather for rally against gun violence on Detroit’s east side

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Hundreds gather for rally against gun violence on Detroit’s east side


Community violence intervention groups, local organizations and law enforcement partners joined forces on Saturday to send a message that it’s time to put an end to gun violence in Detroit.

Hundreds attended the annual Silence the Violence rally on the city’s east side. One of the event’s participants, Latina Mack, is a member of the community violence intervention group Force Detroit.

“I combine myself with Force Detroit to be able to help these kids, to give them the resources, to provide opportunities for them, to do things that they have never done before,” Mack said.

In 2023, her 17-year-old son, Elijah, was killed in an accidental shooting.

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“My son’s death prompted me to want to do more. I just didn’t want anybody else to go through what I go through on a regular basis. Sometimes that’s the biggest thing, just showing up and letting people know I’m here.” Mack said.

Organizers say the rally and march are about honoring those lost to gun violence, bringing awareness to ongoing struggles and showing support to those who need it.

“It’s very, very important to the survivors, and it’s more than just the survivors as it relates to the families, but the whole community is surviving this stuff because they seen it,” Dujuan Zoe Kennedy, executive director, Force Detroit, said.

Kennedy added that when it comes to gun violence, if you can predict it, you can prevent it.

“We know the root causes of violence are poverty. We know the root causes of violence are psychological, emotional and mental wellness. So we have to provide those things, we have to be there, we have to be trauma-informed and we have to operate and provide economic mobility,” Kennedy said.

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One example of a community violence intervention success is Jordan Owens.

“I got a lot of good mentorship, and a lot of good guidance from them and I feel like I’m going down a better path,” Owens said.

The 16-year-old was arrested with a gun just a few years ago.

“I wasn’t necessarily beefing with people doing that, but people were in my neighborhood getting robbed, killed, hurt and I felt like I just needed protection at my age. I felt like I didn’t have nobody to protect me and I felt like I had to do it myself,” Owens said.

Now he realizes that’s not the case.

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“It’s more to life than just all of this stuff in the neighborhoods and all of that. We all have the opportunity to change our lives and do better, and you just have to want that change for yourself.”

Owens has become an entrepreneur, starting both landscaping and car detailing services.

“I’d love to be a good community member, speaking to the youth and stuff like that, and doing more stuff like this. And I just want to go to college, continue with my businesses,” Owens said.



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