Once the founder of a wearable computing startup, Arye Barnehama understands the toils of manufacturing consumer devices. He moved to Shenzhen in 2014 to personally oversee production lines for his brain waves-monitoring headband, Melon.
It was an experience that left an impression: manufacturing needed automation.
His next act is Elementary Robotics, which develops robotics for manufacturing. Elementary Robotics, based in Los Angeles, was incubated at Pasadena's Idealab.
Founded in 2017, Elementary Robotics recently landed a $12.7 million Series A round of funding, including investment from customer Toyota.
Elementary Robotics is in deployment with customers who track thousands of parts. Its system is constantly retraining algorithms for improvements to companies' inspections.
Using the NVIDIA Jetson edge AI platform, we put quite a bit of engineering effort into tracking for 100 percent of inferences, at high frame rates, said Barnehama, the company's CEO.
Jetson for Inspections Elementary Robotics has developed its own hardware and software for inspections used in manufacturing. It offers a Jetson-powered robot that can examine parts for defects. It aims to improve quality with better tracking of parts and problems.
Detecting the smallest of defects on a fast moving production line requires processing of high-resolution camera data with AI in real time. This is made possible with the embedded CUDA-enabled GPU and the CUDA-X AI software on Jetson. As the Jetson platform makes decisions from video streams, these are all ingested into its cloud database so that customers are able to observe and query the data.
The results, along with the live video, are also then published to the Elementary Robotics web application, which can be accessed from anywhere.
Elementary Robotics' system also enables companies to inspect parts from suppliers before putting them into the production line, avoiding costly failures. It is used for inspections of assemblies on production lines as well as for quality control at post-production.
Its applications include inspections of electronic printed circuit boards and assemblies, automotive components, and gears for light industrial use. Elementary Robotics customers also use its platform in packaging and consumer goods such as bottles, caps and labels.
Everyone's demand for quality is always going up, said Barnehama. We run real-time inference on the edge with NVIDIA systems for inspections to help improve quality.
The Jetson platform recently demonstrated leadership in MLPerf AI inference benchmarks in SoC-based edge devices for computer vision and conversational AI use cases.
Elementary Robotics is a member of NVIDIA Inception, a virtual accelerator program that helps startups in AI and data science get to market faster.
Traceability of Operations The startup's Jetson-enabled machine learning system can handle split-second anomaly detection to catch mistakes on the production lines. And when there's a defective part returned, companies that rely on Elementary Robotics can try to understand how it happened. Use cases include electronics, automotive, medical, consumer packaged goods, logistics and other applications.
For manufacturers, such traceability of operations is important so that companies can go back and find and fix the causes of problems for improved reliability, said Barnehama.
You want to be able to say, OK, this defective item got returned, let me look up when it was inspected and make sure I have all the inspection data,' added Barnehama.
NVIDIA Jetson is used by enterprise customers, developers and DIY enthusiasts for creating AI applications, as well as students and educators for learning and teaching AI.
Most recent headlines
09/11/2025
Dalet today announced a transformative leap forward for media operations: Agentic Artificial Intelligence (AI) that unifies the Dalet ecosystem under one natura...
15/10/2025
St. Louis Blues Pay Tribute to Ozzy Osbourne in New Pregame Open VideoThe NHL franchise worked with production firms 2WEI and 4th Floor CreativeBy Mark J Burns,...
15/10/2025
Cobalt Digital, G3DVu, Proxima Vision, and Telos Alliance Renew Premier Sponsors...
15/10/2025
By Paige Bethmann
Before my grandmother passed away in 2019, I went to visit her in the hospital where she'd been for a few weeks. When I arrived, the nurs...
15/10/2025
Two years ago, Spotify set out to grow the entire publishing industry by making ...
15/10/2025
People turn to DJ for a listening experience that feels personal, dynamic, and j...
15/10/2025
Las personas recurren a DJ para vivir una experiencia de escucha personal, din m...
15/10/2025
Rock legend Bruce Springsteen and luminary actor Jeremy Allen White came togethe...
15/10/2025
At Spotify, we're all about supporting rising talent and helping them connec...
15/10/2025
New SBS Documentary Series THE CANCER KILLERS Premieres 4 November on SBS & SBS ...
15/10/2025
SBS celebrates the Festivals of Lights with bold, illuminating stories across th...
15/10/2025
One of humanity's most profound questions continues: Is there any place in our galaxy suitable for life beyond Earth? NASA intends to find out, with the hel...
15/10/2025
eds3_5_jq(document).ready(function($) { $(#eds_sliderM519).chameleonSlider_2_1({ content_source:......
15/10/2025
Scality, a global leader in cyber-resilient storage software for the AI era, today announced the advancement of its comprehensive AI ecosystem certification pro...
15/10/2025
The Hollywood Professional Association (HPA) today unveiled key highlights of the 2026 HPA Tech Retreat, scheduled for Feb. 15 19 at the Westin Rancho Mirage Go...
15/10/2025
At NAB Show New York 2025 (Stand 244), Interra Systems will showcase the future of media QC, monitoring, and captioning, highlighting its award-winning, AI- and...
15/10/2025
Grass Valley today announced that RMC BFM, part of the CMA-CGM Group and France's third-largest private media group, has chosen Grass Valley's productio...
15/10/2025
Appear, the global leader in live production technology, will demonstrate how its powerful hardware and software innovations are shaping the future of hybrid, s...
15/10/2025
Rakim to Join Berklee's Hip-Hop Hall of Fame at Signature Series Concert The rap icon becomes the latest inductee, following luminaries such as Roxanne Sh...
15/10/2025
Berklee Brings Live Music to the Head of the Charles Student artists will perform on multiple riverfront stages during the 60th anniversary of the world's...
15/10/2025
CobbTV, the government access television channel for Cobb County, Ga. recently acquired an automated playout system from Pebble, a global provider of automation...
15/10/2025
OSLO, Norway Appear, the global leader in live production technology, will demonstrate how its powerful hardware and software innovations are shaping the future...
15/10/2025
NEW YORK The NBA is making major changes to the NBA App and NBA TV as it takes control of them from TNT Sports, which has long managed the league's digital ...
15/10/2025
SAN MATEO, Calif. In what promises to be a major expansion of interactive features and personalized content on the DirecTV platform, the operator and Glance hav...
15/10/2025
SAN JOSE, Calif. Roku has launched changes to its user interface (UI) that the streaming platform says will better showcase original programming on the platform...
15/10/2025
LOS ANGELES Software-defined data storage and data services provider OpenDrives has elevated Alex Dunfey to chief technology officer, responsible for driving th...
15/10/2025
Wednesday 15 October 2025
Nick Cave
JPEG (275 KB)
Explore the creative univer...
15/10/2025
Wednesday 15 October 2025
From breaking up with your partner to quitting your job - new polling shows some messages are just too scary to send
Over a fifth (...
15/10/2025
Rohde & Schwarz unveils compact MXO 3 oscilloscopes with 4 and 8 channels: Advan...
15/10/2025
Back to All News
Revenge Series The Resurrected' Captivates Audiences Across Asia
Entertainment
15 October 2025
GlobalTaiwan
Link copied to clipboard
...
15/10/2025
Back to All News
Bringing the Best in VFX and Virtual Production Together as Eyeline
Jeffrey Shapiro
CEO, Eyeline
Business
15 October 2025
GlobalCanadaInd...
15/10/2025
Deployed by Astound Business Solutions, Harmonic's Primary Distribution Solution Ensures Outstanding Video Quality and Seamless Ad Insertion at the Edge
SA...
15/10/2025
Collaboration extends a trusted relationship as RMC BFM invests in scalable, fut...
15/10/2025
Series coming in 2026 stars Tom Vaughan-Lawlor, Justine Mitchell and Jason O'Mara released today
RT today released first look images of new comedy-drama ...
14/10/2025
SVG Europe Summit 2025: All Sessions Now Available to Watch on SVG PLAYNetworking event that preceded IBC2025 shone a light on elite live sports innovation acro...
14/10/2025
SVG Sit-Down: Author Rich Podolsky on Writing Madden & Summerall: How They Revo...
14/10/2025
SVG All-Stars: Michael Reiners, Coordinating Producer, FloRacingThe Illinois State grad steers a vast schedule of motorsports events at tracks across the countr...
14/10/2025
Content protection: Getting the right management for your DRM By Neal Romanek
Friday, October 10, 2025 - 10:11
Print This Story
Eluvio power the EPCR'...
14/10/2025
As League Takes Over Ops, NBA TV and NBA App Add 60 Games, Weekday Studio Show, ...
14/10/2025
Time and effort: World's largest student-led broadcast prepares to go On Air...
14/10/2025
(L-R) Guest, Kimberly Robinson Jones, Geeta Gandbhir, Pamela Dias, and Takema Ro...
14/10/2025
Lossless ist jetzt mit Spotify Premium verf gbar.
Verlustfreies Audio war eine...
14/10/2025
La qualit Lossless est disponible sur Spotify Premium.
Le format sans perte de...
14/10/2025
For the seventh edition of Spotify and FC Barcelona's artist jersey series, ...
14/10/2025
Spotify is committed to bringing the best listening experience to all our users, and that includes parents and families. That's why we're expanding mana...
14/10/2025
Since its debut, the Spotify Original podcast Caso 63 has been more than just a story; it's been a cultural sensation. The science fiction thriller captivat...
14/10/2025
Desde su debut, el podcast original de Spotify Caso 63 ha sido mucho m s que una historia: se ha convertido en un fen meno cultural. Este thriller de ciencia fi...
14/10/2025
Premiumanv ndare f r en avisering i Spotify-appen.
Lossless-ljud har varit en av de mest efterl ngtade funktionerna p Spotify och nu, ntligen, har den b rjat...
14/10/2025
Early next year, your favorite video podcasts are getting a bigger stage. Spotify and Netflix are teaming up to bring sports, culture, lifestyle, and true crime...
Once the founder of a wearable computing startup, Arye Barnehama understands the toils of manufacturing consumer devices. He moved to Shenzhen in 2014 to personally oversee production lines for his brain waves-monitoring headband, Melon.
