
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
Sound-Alike Commercials Are Part of Sports' Soundtrack Johnny Cash for Coca-Cola is the latest in a long litany of sonic approximationsBy Dan Daley, Audio ...
10/12/2025
Immersive Sound Is Logical Next Step for Sports VenuesSound-systems suppliers are sanguine, but the market has its challengesBy Dan Daley, Audio Editor
Wednes...
10/12/2025
The Romans Built Arenas for Immersive Sound 2,000 Years AgoThe historic Arena of Nimes in France is still in use todayBy Dan Daley, Audio Editor
Wednesday, De...
10/12/2025
SVG Summit 2025 Preview: Audio Workshop Hits on Immersive, Virtualized, and Next...
10/12/2025
SVG Summit 2025 Technology Exhibits Preview: Audio SpotlightBy SVG Staff
Wednesday, December 10, 2025 - 8:21 am
Print This Story | Subscribe
Story Highlig...
10/12/2025
SVG Europe Audio: Listening to the sounds of powder and ice at Milano Cortina wi...
10/12/2025
Advancements in audio technology: Capturing the atmosphere of live sports By David Davies
Tuesday, November 25, 2025 - 09:27
Print This Story
Although wor...
10/12/2025
Everything smelled of popcorn: The art of bringing the complex sound of esports ...
10/12/2025
Top L-R: Ha-Chan, Shake Your Booty!, Hanging by a Wire, Broken English, Buddy
C...
10/12/2025
For the first time, Spotify is giving users the power to steer the algorithm. Gustav S derstr m, Spotify's Co-President, CPO, and CTO, shares the vision beh...
10/12/2025
L3Harris' new contract for Guided Multiple Launch Rocket System Insensitive ...
10/12/2025
L3Harris Meadowlands system has been designed with an open architecture software system that allows for more flexible and efficient software updates. This capab...
10/12/2025
During this interval, streaming comprised the majority of ad supported TV (46.4%...
10/12/2025
NEWPORT BEACH, Calif. Bitcentral, a provider of production, asset management, playout and streaming workflow solutions, has named technology veteran Rick Arnold...
10/12/2025
TV Tech is delighted to reveal the winners of the 2025 Media & Entertainment: Best in Market Awards....
10/12/2025
BOTHELL, Wash. The Alliance for IP Media Solutions (AIMS), the Video Services Forum (VSF), the Advanced Media Workflow Association (AMWA) and the European Broad...
10/12/2025
In a notable example of how pay TV operators are integrating streaming services into their lineup and using those services to retain or attract subscribers, Dir...
10/12/2025
Today, Chaos builds instant feedback into the viewport, connecting Maya and Houdini to Chaos Vantage's real-time path tracer. Artists can now assess 3D asse...
10/12/2025
Smeup, a key partner for companies engaged in digital transformation, today announced the expansion of its adoption of Cubbit, the first geo-distributed cloud s...
10/12/2025
Mediagenix, a global leader in smart content solutions to profitably connect the right content to the right audience, today announced two significant milestones...
10/12/2025
BEAVERTON, Ore. HDR10+ Technologies, LLC has announced that they will soon begin the licensing and certification of devices, content, and services that support ...
10/12/2025
SMPTE has joined forces with the European Broadcasting Union (EBU) and Entertainment Technology Center (ETC) to publish an updated report on AI and its impact o...
10/12/2025
Clear-Com is pleased to announce the appointment of Kris Koch as Director of Sales - North & South America. In this expanded leadership role, Kris will oversee...
10/12/2025
Mavis today announced the latest version of Mavis Camera (v7.4), a major update to its professional iOS camera app, headlined by the launch of Film Kit - an opt...
10/12/2025
Creamsource, renowned for its Vortex series of cinematic lighting, is laying the groundwork for its next phase of growth with the addition of Markus Zeiler as G...
10/12/2025
Digital Alert Systems, a global leader in emergency communications solutions for media providers, today announced that the DAS3-DC-PS, a new DC power supply opt...
10/12/2025
Riedel Communications today announced it has formed a strategic partnership with Racing Electronics, a premier provider of motorsport communication equipment in...
10/12/2025
#GALSNGEAR is launching two signature leadership retreats in early 2026, designed to equip women in media, entertainment, and technology with the tools to lead...
10/12/2025
Providing worldwide customers with total confidence through transparent, all-inclusive pricing
CVP, one of Europe's leading suppliers of professional video...
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...
10/12/2025
In preparation for the madness of March, here are some important reminders for scheduling back-to-back Special Playlists.
The first Special Playlist MUST end b...
10/12/2025
10 Dec 2025
VEON's Rising Capital Markets Profile Strengthened by Inclusion...
10/12/2025
10 Dec 2025
VEON Recognized for JazzCash, Kyivstar and Jazz at the World Commun...
10/12/2025
December 10th, 2025
TRIBECA FILMS TO RELEASE THE INDEPENDENT DOCUMENTARY FILM...
10/12/2025
Wednesday 10 December 2025
Sky extends partnership with the Ladies European Tour for a landmark 30th year
Sky and the Ladies European Tour (LET) have announce...
10/12/2025
Wednesday 10 December 2025
Walk-on if you love the darts: James Maddison, Luke ...
10/12/2025
Rohde & Schwarz presents world's first RF power sensor with 0.80 mm RF conne...
10/12/2025
Back to All News
2026 Starts With a Swoon: Kim Seon-ho and Go Youn-jung Lead C...
10/12/2025
Back to All News
Berlin and the Lady with an Ermine Arrives to Netflix on May 15
Entertainment
10 December 2025
GlobalSpain
Link copied to clipboard
THE N...
10/12/2025
It's out of the frying pan and into the sequins for comedian and actor Micha...
10/12/2025
Born That Way airs Thursday 18 December on RT One and RT Player
Born That ...
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...