NHL Star Landeskog Uses AI Sensors to Manage Knee Injury and Workload
NHL Star Landeskog Uses AI Sensors to Manage Knee Injury

Gabriel Landeskog wears small sensors in the insoles of his skates for practices and games. He also wears them in his sneakers during training and, perhaps most conveniently, while walking his dog. These activities capture all of his biomechanical measurements, providing a blueprint that helped the Colorado Avalanche captain resume his career after a three-year absence due to a complicated knee injury. Now, the data keeps him at his gritty, goal-scoring best.

Data-Driven Recovery

The collected data ranges from movement patterns to asymmetry and whether he is favoring his surgically repaired right knee. It calculates in-game and practice workloads, stride characteristics, and the mechanics of how his feet interact with various surfaces, whether ground or ice. Essentially, the details paint a picture that informs Landeskog when he is reaching maximum capacity and needs a break, preventing overexertion that could set him back for days or even weeks.

“This detects any red flags before I even feel them,” said Landeskog, whose team trails Vegas 3-0 in a Western Conference Final where he has scored two of the Avalanche's six goals. “It’s been super important for me, and a huge help.”

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The Technology Behind the Comeback

The assist goes to Plantiga, an AI-driven movement platform that helps athletes stay on top of their game and prevent injuries. The company's cutting-edge technology is used by players and teams in the NBA, NFL, WNBA, and MLB, along with colleges, elite sprinters, weekend warriors, and NHL players like Landeskog.

“What we’re trying to detect is the smoke before the fire,” explained Matthew Jordan, vice president of performance science at Plantiga and an associate professor at the University of Calgary. “Imagine you’re at the point where your knee is just at the cusp of the next day it’s going to be like, ‘My knee’s killing me. I can hardly walk.’ We can see in the data before you reach that tipping point.”

Landeskog's Knee Injury History

Landeskog’s knee issues began after a skate blade cut his right knee during the 2020 playoffs in the Edmonton bubble. He worked through it and helped the Avalanche win the Stanley Cup in 2022 by beating Tampa Bay. That Cup clincher, however, was his last game for a while. After missing a full season, Landeskog underwent cartilage replacement surgery on May 10, 2023.

Introduction to Plantiga

In the spring of 2024, Landeskog was introduced to Plantiga, a Vancouver-based human analytics company founded by Quin Sandler and his late father, Norman McKay. They created a way to monitor athlete movement with wearable in-shoe technology. Landeskog reached out to the Plantiga team through strength and conditioning coach Marcin Goszczynski. The 33-year-old Landeskog met with Jordan at a game when the Avalanche were playing in Calgary.

“We discussed his injury and his frustration with the process,” Jordan recounted. “You have to remember at this point the tunnel was dark and long — there was no light ... we were miles from the end of the tunnel.” Jordan connected Landeskog with a Canadian ski racer who went through a similar injury. “It was a relief for Gabe to know that another athlete out there had been able to conquer this injury,” Jordan said. “He has among the best mindsets, and he is 100% resilient and gritty to the core.”

By utilizing “Norman,” the movement intelligence layer named after Sandler's father, potential changes in Landeskog's biomechanics were flagged before they could escalate. “We’re trying to put really good data together that him and his trainer will use,” Sandler said. “There’s this fine Goldilocks zone that we help him stay in, and honestly he’s been killing it.”

Staying on Top of the Data

Landeskog returned last season for Game 3 of the playoffs against Dallas, his first NHL contest in some 1,032 days. His comeback continued this season, when he had 14 goals and 21 assists over 60 regular-season games. Throughout the season, Jordan tunes in to watch Landeskog’s strides on the ice, sometimes noting instances he wants to examine further because the numbers may be outside the Swedish forward's normal range.

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“Essentially, put out the ‘smoke’ before it turns into a ‘fire,’” Jordan explained. “In an athlete’s world, a fire can mean a new injury, a reinjury to the tissue, a loss of performance or a setback in rehab.”

This application is similar to the Oura Ring, which constantly collects health and wellness metrics. Plantiga, though, tracks human movement through a laboratory-grade inertial measurement unit (IMU) sensor that captures 400 data points per second. Translation: An athlete’s movement can be captured with 20 to 30 times more granularity than a smartphone or watch. “A supercharged human movement measuring device,” Jordan said.

One way to get a baseline for Landeskog’s gait and biomechanics was through walking. For that, an assist goes to his dogs, the late Zoey and now Mila, who were eager participants on those data-collecting excursions. “We can see subtle things in your walk patterns well before it manifests as something very clinical or significant,” Jordan said.

Taking Out the Guesswork

What the data did for Landeskog was take the guesswork out of his training program. “He’d get on the ice and be like, ‘Oh, I feel good today,’” Jordan said. “It’s like, ‘I think I’m just going to go hard. I feel like my knee feels really good. Oh no, I went too far. My knee’s flared up. I’ve got to take a week off.’ With all these setbacks he couldn’t catch any progression.” Now, when the numbers indicate he should rest, he pays attention.

Landeskog is a finalist for the Bill Masterton Memorial Trophy, awarded to the NHL player who exemplifies perseverance, sportsmanship, and dedication. “I’m humbled and honored by it, but I think for me, the ultimate prize I’ve already won,” Landeskog said. “That’s to continue working and getting to play hockey.”