
States Logistics in California was an early consumer of Contoro’s truck-unloading robotic.
Unloading trailers and containers is a labor-intensive activity that has been tough to automate, however numerous firms have made progress. Contoro Robotics immediately stated it has raised $12 million in Sequence A funding to scale its synthetic intelligence-powered robots.
“Unloading trailers is without doubt one of the most bodily demanding jobs within the warehouse, but it stays largely guide,” acknowledged Dr. Youngmok “Mok” Yun, founder and CEO of Contoro Robotics. “We’re bringing AI-powered automation that enhances reliability, security, and effectivity—permitting warehouse groups to shift from hazardous, repetitive duties to extra strategic and value-added roles.”
Yun studied human-machine interplay (HMI) on the College of Texas at Austin. After getting his Ph.D., Yun co-founded Harmonic Bionics Inc., which commercialized a system to assist sufferers relearn duties after a stroke.
“Our authentic analysis was funded by NASA and the NSF. Contoro is a derivative from Harmonic Bionics,” he advised The Robotic Report. “At Harmonic Bionics, we used automation to assist folks study. At Contoro, we’re utilizing the human-robot interface in reverse. Contoro makes use of the human intelligence to assist robots study.”
Based in 2022, Contoro Robotics makes use of a human-in-the-loop (HITL) mannequin to shut the hole between AI robotics efficiency and industrial wants, Yun defined. The Austin, Texas-based firm stated this method can obtain over 99% success in real-world functions, rising the industrial viability of robotic unloading of floor-loaded transport containers.
“Unloading containers has many issues — parcels, pallets, and even furnishings — however we’re primarily centered on unloading packing containers from ocean containers,” stated Yun. “The U.S. imports about 26 million annually, they usually’re presently unloaded by hand.”
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Contoro makes use of customized AI and grippers
“For years, automation has struggled to unload multi-SKU, floor-loaded trailers,” famous Contoro Robotics. “It’s an unpredictable course of stuffed with different-sized packing containers, shifting masses, and ever-changing packaging.”
The corporate stated it has developed customer-specific AI fashions, revolutionary greedy strategies, and HITL oversight. Contoro initially educated its robots with teleoperation, however its AI can now study by itself, with human intervention just for exception dealing with. One individual can oversee greater than 10 robots, Yun stated.
“Our robotic can unload 97% to 98% within the first week, as a result of field designs change, difficult the AI,” he stated. “With a human within the loop, it may possibly then deal with 99.5% after per week. We have now a number of layers to make human intervention straightforward as wanted, with AI, distant help, then buyer intervention.”
Yun famous that HITL is without doubt one of the key applied sciences resulting in Contoro’s success in unloading. This human-in-the-loop method has additionally been confirmed by one other Texas-based warehouse robotics firm, Plus One Robotics Inc.

Contoro used teleoperation to initially practice its unloading robots. Supply: Contoro
As well as, Contoro created Duo-Grasp, a proprietary two-point gripping system, to securely deal with a wider vary of field sizes and weights than competing finish effectors.
“Our gripper is articulated and might grasp from two sides with suction cups,” stated Yun. “It may possibly raise as much as 80 lb. [36.2 kg] packing containers with entrance and aspect greedy, that are required by firms that unload massive and heavy packing containers, reminiscent of within the furnishings and residential equipment industries.”
Contoro claimed that its applied sciences allow extremely dependable unloading, even in unpredictable freight logistics environments which can be sometimes difficult for robots. Its system can decide greater than 300 to 350 instances per hour.
“We sometimes exceed that at buyer websites, and we will do multi-picking of smaller and lighter packing containers,” stated Yun. “Whereas a human can sometimes decide 500 to 700 gadgets per hour, we will reliably unload heavy packing containers always with out ergonomic pressure due to our human within the loop. Corporations don’t wish to drop home equipment or meals instances.”
Sequence A attracts extra buyers

Contoro has mixed its AI with a customized gripper, a cellular base, and a KUKA arm. Supply: Contoro Robotics
Because the warehousing and logistics business faces ongoing labor shortages and rising prices, buyers are on the lookout for scalable, commercially viable approaches to robotics.
New buyers Doosan, Coupang, the Amazon Industrial Innovation Fund, and IMM participated in Contoro Robotics’ Sequence A spherical. They joined present backers SV Funding, KB Funding, Kakao Ventures, and Future Play, bringing Contoro’s whole funding to $22 million.
“Trailer unloading is without doubt one of the most labor-intensive and guide processes within the warehouse,” stated Franziska Bossart, head of the Amazon Industrial Innovation Fund. “We consider Contoro is making significant progress to sort out this problem with its distinctive finish effector and teleop-augmented AI.”
Different firms engaged on loading and unloading robots embrace Anyware Robotics (which additionally raised $12 million final week), Boston Dynamics, Dexterity, Lab0, Pickle Robotic, and Slip Robotics. They and Contoro confirmed their totally different approaches at ProMat in Chicago final week.
Robotic unloading to unfold
Contoro Robotics stated that early deployments have already doubled unloading velocity, diminished dependency on guide labor, and saved tons of of labor hours monthly for purchasers going through rising prices and operational bottlenecks. Its preliminary robots are in Texas and Southern California, with extra coming to New Jersey and different places quickly.
The corporate added that its pay-per-container pricing mannequin, a variation on robotics as a service (RaaS), removes the barrier of upfront capital prices and makes automation a lovely various to conventional lumping companies.
“Our enterprise mannequin is exclusive, and we wish to make adoption straightforward,” Yun stated. “For instance, one buyer is a calendar firm that has massive seasonality, so we will take the robots again outdoors of Q3 and This autumn.”
Contoro plans to fabricate extra robots, with remaining meeting in Austin. It additionally plans to broaden into new logistics markets and launch its next-generation AI-driven palletizing system.
The corporate asserted that its robots are already serving to warehouses, distribution facilities, and e-commerce success hubs minimize prices and improve throughput “with out the complications of conventional automation deployments.”
“Our prospects are loving our robots, and we’re going to quickly broaden our deployments throughout the U.S. market,” stated Yun. “I consider that the way forward for this market is nice, and we’re attacking a small subset of the complete downside.”