
Austin is drawing people to jobs, music venues, comedy clubs, barbecue and more. But with this boom has come a big city blues: traffic jams.
Rekor, which offers traffic management and public safety analytics, has a front-row seat to the increasing traffic from an influx of new residents migrating to Austin. Rekor works with the Texas Department of Transportation, which has a $7 billion project addressing this, to help mitigate the roadway concerns.
Texas has been trying to meet that growth and demand on the roadways by investing a lot in infrastructure, and they're focusing a lot on digital infrastructure, said Shervin Esfahani, vice president of global marketing and communications at Rekor. It's super complex, and they realized their traditional systems were unable to really manage and understand it in real time.
Rekor, based in Columbia, Maryland, has been harnessing NVIDIA Metropolis for real-time video understanding and NVIDIA Jetson Xavier NX modules for edge AI in Texas, Florida, Philadelphia, Georgia, Nevada, Oklahoma and many more U.S. destinations as well as in Israel and other places internationally.
Metropolis is an application framework for smart infrastructure development with vision AI. It provides developer tools, including the NVIDIA DeepStream SDK, NVIDIA TAO Toolkit, pretrained models on the NVIDIA NGC catalog and NVIDIA TensorRT. NVIDIA Jetson is a compact, powerful and energy-efficient accelerated computing platform used for embedded and robotics applications.
Rekor's efforts in Texas and Philadelphia to help better manage roads with AI are the latest development in an ongoing story for traffic safety and traffic management.
Reducing Rubbernecking, Pileups, Fatalities and Jams Rekor offers two main products: Rekor Command and Rekor Discover. Command is an AI-driven platform for traffic management centers, providing rapid identification of traffic events and zones of concern. It offers departments of transportation with real-time situational awareness and alerts that allows them to keep city roadways safer and more congestion-free.
Discover taps into Rekor's edge system to fully automate the capture of comprehensive traffic and vehicle data and provides robust traffic analytics that turn roadway data into measurable, reliable traffic knowledge. With Rekor Discover, departments of transportation can see a full picture of how vehicles move on roadways and the impact they make, allowing them to better organize and execute their future city-building initiatives.
The company has deployed Command across Austin to help detect issues, analyze incidents and respond to roadway activity with a real-time view.
For every minute an incident happens and stays on the road, it creates four minutes of traffic, which puts a strain on the road, and the likelihood of a secondary incident like an accident from rubbernecking massively goes up, said Paul-Mathew Zamsky, vice president of strategic growth and partnerships at Rekor. Austin deployed Rekor Command and saw a 159% increase in incident detections, and they were able to respond eight and a half minutes faster to those incidents.
Rekor Command takes in many feeds of data - like traffic camera footage, weather, connected car info and construction updates - and taps into any other data infrastructure, as well as third-party data. It then uses AI to make connections and surface up anomalies, like a roadside incident. That information is presented in workflows to traffic management centers for review, confirmation and response.
They look at it and respond to it, and they are doing it faster than ever before, said Esfahani. It helps save lives on the road, and it also helps people's quality of life, helps them get home faster and stay out of traffic, and it reduces the strain on the system in the city of Austin.
In addition to adopting NVIDIA's full-stack accelerated computing for roadway intelligence, Rekor is going all in on NVIDIA AI and NVIDIA AI Blueprints, which are reference workflows for generative AI use cases, built with NVIDIA NIM microservices as part of the NVIDIA AI Enterprise software platform. NVIDIA NIM is a set of easy-to-use inference microservices for accelerating deployments of foundation models on any cloud or data center while keeping data secure.
Rekor has multiple large language models and vision language models running on NVIDIA Triton Inference Server in production, according to Shai Maron, senior vice president of global software and data engineering at Rekor.
Internally, we'll use it for data annotation, and it will help us optimize different aspects of our day to day, he said. LLMs externally will help us calibrate our cameras in a much more efficient way and configure them.
Rekor is using the NVIDIA AI Blueprint for video search and summarization to build AI agents for city services, particularly in areas such as traffic management, public safety and optimization of city infrastructure. NVIDIA recently announced a new AI Blueprint for video search and summarization enabling a range of interactive visual AI agents that extracts complex activities from massive volumes of live or archived video.
Philadelphia Monitors Roads, EV Charger Needs, Pollution Philadelphia Navy Yard is a tourism hub run by the Philadelphia Industrial Development Corporation (PIDC), which has some challenges in road management and gathering data on new developments for the popular area. The Navy Yard location, occupying 1,200 acres, has more than 150 companies and 15,000 employees, but a $6 billion redevelopment plan there promises to bring in 12,000-plus new jobs and thousands more as residents to the area.
PIDC sought greater visibility into the effects of road closures and construction projects on mobility and how to improve mobility during significant projects and events. PI
North America Stories
17/09/2025
Tech Focus: Audio Training, Part 2 - Manufacturers Offer Extensive Online Learni...
17/09/2025
Tech Focus: Audio Training, Part 1 - A1 Shortage Remains a Major-League Challeng...
17/09/2025
During August, streaming's share of TV viewing in Mexico showed an increase of 0.4% compared to the previous month, accounting for 25% of TV viewing.
Discl...
17/09/2025
CYPRESS, Calif. FOR-A America has named Jo Aun as senior manager of product engineering, a new role responsible for guiding the planning, development and rollou...
17/09/2025
PlayBox Neo, in partnership with CIS Group, a leading provider of media and broadcast technology solutions, has successfully deployed PlayBox Neo's Dual Cha...
17/09/2025
In a relationship that mirrors societal advances in sustainability, Brightline Lighting and the Federal Energy Regulatory Commission (FERC) Headquarters have en...
17/09/2025
Clear-Com is proud to support the world-class productions of Alley Theatre, one of the oldest and largest nonprofit resident theatres in the United States. With...
17/09/2025
Arch Platform Technologies (www.archpt.io), a pioneer in automated, scalable cloud infrastructure for high-performance workflows, today announced a Strategic Co...
17/09/2025
Over 300 selected decision-makers from start-ups, corporates, and VC funds worldwide will gather for the third edition of the event, united by a single goal: to...
17/09/2025
Telestream, a global leader in media workflow technologies, is excited to announce that its flagship Vantage platform and its next-generation AI capabilities re...
17/09/2025
Mediagenix, a global leader in smart content solutions that profitably connect the right content to the right audience, proudly announces its three Best of Show...
17/09/2025
In a move to further establish a firm foothold across South East Asia, PlayBox Neo, the well-respected name in broadcast playout and channel branding, has appoi...
17/09/2025
Wisycom, a global leader in advanced wireless audio solutions, announced two major wireless solutions at IBC 2025 (Stand 8.D30). This includes the Portable RF-o...
17/09/2025
Six Berklee Alumni Win Emmy Awards The recipients were recognized for their contributions to acclaimed programs Severance, The Studio, The Penguin, SNL50: The...
17/09/2025
Applications Open for Berklee in Santo Domingo The weeklong contemporary music program will run January 5-10, 2026.
By
Colette Greenstein
September 17, 2025
...
17/09/2025
Ukrainian Students Find Creative Consonance' at Berklee Valencia Through ELIA's UAx Platform, six students from Kyiv joined Berklee Valencia for a week...
17/09/2025
Earlier this year Avid announced Kenna Hilburn as its new senior vice president of product. Recently Hilburn was promoted to Avids new Chief Product Officer, su...
17/09/2025
NEW YORK Madhive has announced that the Fox Television Stations have joined its Live Sports Marketplace....
17/09/2025
SYRACUSE, N.Y. Sony Electronics has announced that it is partnering with the Newhouse School at Syracuse University to provide state-of-the-art equipment, hands...
17/09/2025
SAN JOSE, Calif. Roku has announced that the first smart projector using its Roku TV operating system, the Aurzen Roku TV Smart Projector D1R Cube, is now avail...
17/09/2025
Jo Returns to FOR-A as Senior Manager of Product Management and Engineering...
16/09/2025
SVG All-Stars: Leigh Michaud, Manager, Remote Operations, ESPNThe UConn grad rose from ESPN's mailroom to become one of its most valuable ops leadersBy Bran...
16/09/2025
Live From IBC 2025: Friday's Latest From Halls 1-4, Outdoor Exhibits in Amst...
16/09/2025
Live From IBC 2025: Saturday's Latest From Halls 5-7 in Amsterdam By SVG Staff
Friday, September 12, 2025 - 17:00
Print This Story
The SVG Europe and ...
16/09/2025
Live From IBC 2025: Sunday's Latest From Halls 8-10 in Amsterdam By SVG Staff
Saturday, September 13, 2025 - 17:00
Print This Story
The SVG Europe and...
16/09/2025
Live From IBC 2025: Monday's Latest From Halls 11-14 in Amsterdam By SVG Staff
Sunday, September 14, 2025 - 17:00
Print This Story
The SVG Europe and ...
16/09/2025
Amazon Prime Video Picks Up Four Hours of Early-Round Masters Coverage in 2026 By Jason Dachman, Editorial Director, U.S.
Tuesday, September 16, 2025 - 10:15...
16/09/2025
VERSANT Inks Deal for League One Volleyball as Women's Sports Rights Slate G...
16/09/2025
ESPN VP, Corporate Communications, Katina Arnold Named SVP, Disney Advertising C...
16/09/2025
IBC 2025 in Review: SVG Europe's Full Collection of Video Interviews From th...
16/09/2025
At DSEI 2025, James Dunne of L3Harris Maritime UK chaired a panel on aligning the supply chain to the warfighter, where leaders discussed modernising support fo...
16/09/2025
College Football Scores Top Telecast in August with 16M+ Viewers on FOX, Followe...
16/09/2025
Collaboration marks the first SSP integration of Gracenote IDs, enabling show-le...
16/09/2025
AMSTERDAM The organizers of IBC2025 are reporting that 43,858 visitors from more than 170 countries attended the event, which had more than 1,300 exhibitors and...
16/09/2025
Wooden Camera announces the release of its new Accessory Collection for the FUJIFILM GFX ETERNA 55. The highlights of this collection include vital power soluti...
16/09/2025
Anton/Bauer, a leading manufacturer of mobile power solutions for broadcast and cinematic equipment, has announced the launch of Anton/Bauer Fleet Management, a...
16/09/2025
Teradek, a leading provider of video transmission and live production solutions, today announced the launch of Prism Jetpack, a groundbreaking 5G video contribu...
16/09/2025
Astera, the leader in wireless LED lighting solutions, announces the ultra-versatile SolaBulb. Building on the success of the Astera bulb family, SolaBulb intro...
16/09/2025
As the world gathered at TED2025 to explore the provocative theme "Humanity Reimagined", Clear-Com , supported by NETGEAR networking infrastructure, delivered f...
16/09/2025
Bitfocus' Buttons platform celebrated as a catalyst for AV and broadcast convergence
Bitfocus has been named winner of the IABM Impact Award Pro AV Chan...
16/09/2025
Record entries and outstanding innovation celebrated at IBC2025 as the MediaTech community honors its leading people, projects and organizations
IABM announced...
16/09/2025
Harmonic (NASDAQ: HLIT) today announced that SKY Perfect JSAT Corporation (SJC), a leading satellite operator and pay-TV provider in Japan, has partnered with H...
16/09/2025
Telestream congratulates Sky Group, which has been awarded the prestigious IBC Innovation Award for Content Distribution for its MediaMesh platform on Sunday, S...
16/09/2025
NOVI, Mich. ENCO has unveiled Raptor, a cloud-based live streaming captioning encoder that injects the speed, power and reliability of real-time AI capabilities...
16/09/2025
NEW YORK Comcast NBCUniversal and NBCUniversal Local have announced that a total of $2.5 million has been awarded in 2025 to 69 nonprofit organizations servicin...
16/09/2025
AMSTERDAM Martin Euredjian has joined Atomos as director of advanced imaging and will lead innovation for advanced display technology....
16/09/2025
AMSTERDAM Calrec introduced a 48-faced Argo M and showcased its largest Argo software updates at the recently concluded IBC2025....
16/09/2025
AMSTERDAM Lawo introduced its HOME Audio Shuffler app, a replacement for a traditional baseband audio matrix within an IP-based Dynamic Media Facility, during t...
16/09/2025
CBS is reporting that the 77TH Emmy Awards hosted by Nate Bargatze on Sunday Sept. 14 was seen by more than 7.42 million viewers on the CBS Television Network a...
16/09/2025
The U.K. is driving investments in sovereign AI, using the technology to advance...