
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
28/08/2026
Encompass Digital Media and Grass Valley are expanding their collaboration with the launch of Altitude Playout Plus, a software-defined channel origination plat...
28/08/2026
Yospace, the trusted leader in Dynamic Ad Insertion (DAI), has announced the release of its Ad Presentation solution, which enables broadcasters to apply non-li...
28/08/2026
TSL Showcases Reduced Complexity for Control & Monitoring Across IP Workflows at IBC2026
New TSL Hummingbird capabilities including Dante control routing, toge...
28/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/08/2026
GlobalM and Lamhas Satellite Services today announced a new agreement that will see GlobalMs GMX technology deployed as part of Lamhas expanding managed IP broa...
28/08/2026
Integrated 25GbE Connectivity Delivers UHD Video Directly to Up to Two Monitors, Eliminates External Gateways, and Supports SMPTE ST 2022-7 Network-Path Protect...
28/08/2026
Interactive Ask Me Anything sessions will connect broadcasters and technology providers with the experts developing a practical, interoperable roadmap for sof...
28/08/2026
At IBC2026, TAG will show sub-2-frame latency and 800 Gbps of aggregate scale for uncompressed ST 2110 monitoring in software, live MXL interoperability with pa...
28/08/2026
SportsBox, BHV's Ultra-Compact 4K Remote Switcher, Moves from Development to Production at IBC 2026
SportsBox brings flexibility without compromise to high...
28/08/2026
Lutz Rathmann named CEO of Riedel Communications Anthony Zuyderhoff to lead unified customer-facing organization as CCO
Riedel Communications is strengthenin...
28/08/2026
LA JOLLA, CA-Scripps Research has established the Pete Schultz Fund for Innovati...
28/08/2026
LA JOLLA, CA-Chemical structures called cyclopropanols are among the most useful...
27/08/2026
ESPN and Disney are launching College Football Saturdays, adding two college football games per week to Disney for U.S. subscribers as part of their existing ...
27/08/2026
Zixi will exhibit at IBC2026 (Hall 5, Stand 5.A76, RAI Amsterdam, September 11-14), demonstrating the Zixi Platform and the latest release of Zixi Broadcaster, ...
27/08/2026
NDI has announced that its ecosystem has surpassed 1.2 million NDI-enabled hardware nodes worldwide, spanning products from more than 200 hardware brands across...
27/08/2026
Clear-Com conducted a pre-launch field trial of FreeSpeak Cell during Carnival 2026 in Rio de Janeiro, in partnership with Brazilian systems integrator Savana C...
27/08/2026
BHV returns to IBC 2026 with an important milestone for its own SportsBox: the broadcast industry's smallest remote vision mixer and format processor has mo...
27/08/2026
TOGETHXR and Snapchat have announced the second cohort of their Snap the Gap content creator program, welcoming nine athletes as Snap Stars. The program provide...
27/08/2026
MediaKind has announced that CNBC UK has selected Beam to modernize its contribution and distribution infrastructure for live broadcast operations. The deployme...
27/08/2026
Monitor engineer Chris Dwight has deployed Sennheiser's Spectera wideband bi...
27/08/2026
Telestream has announced an expansion of its UP cloud-native platform, adding capabilities for orchestrating Telestream services, third-party technologies, and ...
27/08/2026
Swerve TV has signed a multi-year partnership with GLORY Kickboxing, bringing live GLORY events and library programming to Swerve Combat, Swerve TV's free a...
27/08/2026
Dalet has announced a new integrated content experience with Agence France-Presse (AFP) in Dalet Flex, designed to bring AFP's editorial metadata into the p...
27/08/2026
Grass Valley will demonstrate an integrated live production environment at IBC2026 (Booth 9.A01, RAI Amsterdam, September 11-14), combining K-Frame, Maverik X, ...
27/08/2026
The National Women's Soccer League and Roku have announced an expanded partnership, with the Roku Sports Channel becoming the exclusive streaming home of ei...
27/08/2026
FuboTV has announced the launch of ACC Network Extra (ACCNX) and SEC Network (SECN ) on the Fubo streaming service at no additional cost to subscribers with En...
27/08/2026
Sports marketers have entered the experiential age. Today, sports teams, leagues, and venues are increasingly using immersive interactions and real world events...
27/08/2026
MultiDyne will introduce the MDoG-8800 at IBC2026 (Stand 11.C12, RAI Amsterdam, September 11-14), extending its openGear portfolio with a high-density fiber tra...
27/08/2026
The Joint Task Force on the Dynamic Media Facility (JT-DMF), an initiative of AMWA and the EBU, will host a series of informal Ask Me Anything sessions during...
27/08/2026
Homestream, a mobile app that automatically syncs a team's local radio broad...
27/08/2026
A packager for TNT Sports, Kwokman Productions is on hand for the unique event w...
27/08/2026
After more than 3,000 games, five members of YES Network's original staff re...
27/08/2026
Advertisers gain granular CTV targeting and turnkey reporting across eligible in...
27/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
27/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
27/08/2026
Profuz Digital makes a mark by launching a powerful upgrade to its Profuz LAPIS digital media management platform this IBC in Amsterdam at Stand 8.A88. The late...
27/08/2026
DHD.audio has chosen IBC 2026 as the launch venue for what it defines as one of the most radical advances in the companys 30 year history.
Every broadcast trad...
27/08/2026
Direct connectivity between planning, production and graphics for creativity and streamlined workflows...
27/08/2026
New Photoshop innovations bring you more choice and control at every stage of yo...
27/08/2026
First Two Seasons of Vertical Series Vultures Shot on Blackmagic Design Cameras
Brie Clayton August 27, 2026
0 Comments
Director and DoP of Vultures ...
27/08/2026
For years, the media and entertainment industry has hesitated to use AI-voiced dubbing due to concern for audience experience. New data from 3Play Media, a glob...
27/08/2026
Starfish Technologies has announced the forthcoming V9 release of its Advantage AD workstation, adding support for voice synthesis services and giving Audio Des...
27/08/2026
Lightware's UBEX is a powerful AV-over-IP product well suited for rental and staging workflows where systems must be fast to deploy, easy to repurpose, and ...
27/08/2026
Lightware has expanded the scalability of its 10G TPN AV-over-IP platform with the introduction of the new TPN-MMU-X100 Matrix Management Unit, enabling systems...
27/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
27/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
27/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...