
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
Most recent headlines
11/12/2025
Dalet, a leading provider of cloud-native, end-to-end media workflow solutions, ...
10/12/2025
With the Federal Communications Commission working on new rules for the deployment of NextGen TV, next year promises to be an important one for both the future ...
10/12/2025
DENVER Tom Rutledge, director emeritus and former president and CEO of Charter Communications, will be honored with the 2026 Bresnan Ethics in Business Award by...
10/12/2025
NEW YORK Novocap's Cadent has acquired VuePlanner, a YouTube video ad planning, optimization, and measurement company in a deal that will help Cadent expand...
09/12/2025
2025 Sports Broadcasting Hall of Fame: Pam Oliver, Sideline Icon Who Redefined t...
09/12/2025
SVG Summit 2025 Technology Exhibits Preview, Part 2By Jason Dachman, Editorial Director, U.S.
Tuesday, December 9, 2025 - 7:17 am
Print This Story | Subscr...
09/12/2025
SVG Summit 2025 Preview: Cloud Production Workshop Spotlights Live and Non-Live ...
09/12/2025
Next-generation content protection: Multi-technology security is integral to com...
09/12/2025
CBS Sports Provides One-of-a-Kind Production' for UEFA Champions League Cro...
09/12/2025
Spanish Professional Basketball League Relies on NETGEAR AV, MAM Tech for Seamle...
09/12/2025
SVG Sit-Down: St. Thomas's Mike Gallagher and Casey Eakins on the Tommies...
09/12/2025
Free Registration for the 2025 SVG Summit Closes Today at 5 p.m. ET!After the deadline, tickets will cost $150 to attend the eventBy SVG Staff
Tuesday, Decemb...
09/12/2025
University of St. Thomas Ushers in Division I Era With New Arena and a Broadcast...
09/12/2025
For decades, music videos have done more than just accompany a song; they've shaped style, started conversations, and helped us fall in love with our favori...
09/12/2025
For decades, customers have turned to L3Harris capabilities in electronic warfar...
09/12/2025
L3Harris propulsion systems enable agile maneuvering and resilience for U.S. spacecraft, supporting national security and mission success in the evolving space ...
09/12/2025
L3Harris Technologies' imaging and sounding instruments will play a critical...
09/12/2025
LOS ANGELES James Shears has joined ThinkAnalytics as senior vice president, advertising, tasked with leading global strategy and commercial expansion of the co...
09/12/2025
VIENNA, Va. The Media Institute, a nonprofit, nonpartisan organization specializing in communications policy and the First Amendment, has named Kathleen Kirby o...
09/12/2025
Throughout its century-plus existence, the motion picture industry has had to fight battles on multiple fronts to protect its content from piracy. From protecti...
09/12/2025
NEW YORK Fueled by football season, ad supported TV viewing in Q3 peaked in September, representing 74.7% of overall TV viewership in that month, per Nielsen...
09/12/2025
LYNDONVILLE, N.Y. Digital Alert Systems has introduced the DAS3-DC-PS, a new DC power supply option for its DASDEC-III emergency alert system. Designed to meet ...
09/12/2025
Advanced Systems Group, LLC (ASG), a technology and services provider for media creatives and content owners, announced the appointment of Macky Beheshti as Dir...
09/12/2025
Triveni Digital and Device Solutions Inc today announced that the United States Patent and Trademark Office granted them a new patent for their novel ATSC 3.0 r...
09/12/2025
ThinkAnalytics, the global leader in AI-powered data analytics for TV and streaming, today announced the appointment of James Shears as Senior Vice President of...
09/12/2025
European data management specialists appointed as SingleStore champion partner, bringing unified real-time transaction, vector and analytics capabilities to org...
09/12/2025
Broadcast Solutions, the leading systems integration group, has launched a new business, aimed at providing consultancy and design services across the media ind...
09/12/2025
WASHINGTON The Federal Communications Commission's Media Bureau has once again delayed implementation of sponsorship identification requirements for foreign...
09/12/2025
WASHINGTON #GALSNGEAR has announced two major leadership retreats in early 2026 that the group said are designed to equip women in media, entertainment, and tec...
09/12/2025
WASHINGTON With a Dec. 15 deadline looming for a new retransmission consent and carriage deal between Cox and Verizon, the two parties have started trading barb...
09/12/2025
SAN FRANCISCO Samba TV has announced that it has secured new financing from Horizon Technology Finance Corporation, an affiliate of Monroe Capital, with an init...
09/12/2025
Many cord-cutters looking to reduce their monthly cable or satellite bills are also cutting back on streaming costs, according to new research from All About Co...
09/12/2025
LAS VEGAS and NASHVILLE, Tenn. Shure technology played a critical role during the broadcast productions of the 59th Annual CMA Awards at the Bridgestone Arena i...
09/12/2025
Unveiling of new CV1, web-browser workflows and Milan roadmap for mission-critical AV environments
Nixer Pro Audio will return to Integrated Systems Europe (IS...
09/12/2025
Spring Forward Are you ready to spring forward? The following steps will automate your transition from Standard Time to Daylight Saving Time.
Ensure all WO Aut...
09/12/2025
Tuesday 9 December 2025
Judy Murray calls for PE to be a priority for all schoo...
09/12/2025
Kyocera and Rohde & Schwarz demonstrate OTA characterization of mmWave PAAM at C...
09/12/2025
Wuppertal December 9, 2025
Riedel and Racing Electronics Announce Strategic Pa...
09/12/2025
Verified: LinkedIn crosses 100M member milestone From LinkedIn Published on Dec 9, 2025 Categories: Company News, Featured News
LinkedIn Corporate Communi...
09/12/2025
Another year, another 12 months of amazing adventures.
We are pleased to bring you our Highlights of the Year 2025.
We've worked hard and played hard this...
09/12/2025
Original article published in TV Tech: https://www.tvtechnology.com/equipment/bmg-redefines-remote-production-through-cloud-connected-workflows
When I started ...
09/12/2025
DPA Microphones today announces the immediate availability of its new N-Series Digital Wireless Microphone System for customers throughout the U.S. In addition ...
09/12/2025
Jason, before we get into the detail, what first got you involved in retail media standards? And how did you come to chair IAB Europe's Retail and Commerce ...
09/12/2025
Current Rose of Tralee Katelyn Cummins has been revealed as the third contestant...
09/12/2025
An easier approach to recreate the powerful nerve-blocking molecule found in shellfish A Scripps Research-led study resolves the challenge of synthesizing saxit...
08/12/2025
SVG Summit 2025 Technology Exhibits Preview, Part 1By SVG Staff
Monday, December 8, 2025 - 6:56 am
Print This Story | Subscribe
Story Highlights
The 2025...
08/12/2025
2025 Sports Broadcasting Hall of Fame: Bill Rasmussen, the Entrepreneur Who Drea...
08/12/2025
SVG Summit 2025 Preview: Live Production Innovation Workshop Goes Deep on ST 211...
08/12/2025
#GALSNGEAR Announces East, West Leadership Retreats for 2026By Ken Kerschbaumer
Monday, December 8, 2025 - 9:10 am
Print This Story | Subscribe
Story High...
08/12/2025
MediaKind Acquiring Harmonic's Video Business to Create New Streaming-Video ...