
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
24/06/2026
Streaming sets record high of 46.6% of ad supported TV viewing, driven by Super Bowl and Winter Olympics; overall share of ad supported TV remains steady
NEW Y...
24/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
24/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
24/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
24/06/2026
RE:Vision Effects Announces Twixtor Standalone v 8.1 and a Sale!
Brie Clayton June 24, 2026
0 Comments
Twixtor v8.1 Standalone adds support for variab...
24/06/2026
Dreamtek Uses Full Blackmagic Workflow for Vercel Next JS Event
Brie Clayton June 24, 2026
0 Comments
Blackmagic cameras, switchers, routers, recorder...
24/06/2026
Chyron LIVE Unveils New Features: Haivision StreamHub Integration, SCTE-35 Ad In...
24/06/2026
Mapping an Education How composer Chloe Clarke Smith navigated her Boston Conservatory experience and brought new meaning to her work
June 24, 2026
By
Sara...
24/06/2026
The Next Act Dean Krisha Marcano's vision for a connected Theater Division, and the fund making it possible
June 24, 2026
Photo by Eric Antoniou
The Or...
24/06/2026
Announcing STAGES Magazine 2026 Marking a decade since Boston Conservatory and Berklee College of Music joined forces, this issue spotlights some of the groun...
24/06/2026
In Brazil's TV 3.0 Trials, Appear's X5 is transporting live signals from Bras lia to S o Paulo over the public internet using secure, reliable next-gene...
24/06/2026
Melbourne, Australia - 24 June 2026: Mediaproxy, the global standard for software-based IP compliance monitoring and multiviewing solutions, has named Heartland...
24/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
24/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
24/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
24/06/2026
First Rush Brings SDI Multicam ProRes Recording to Apple Silicon Macs
Brie Clayton June 23, 2026
0 Comments
First Rush is a native macOS application d...
24/06/2026
Vertical Drama Beneath Crimson Sails Created with Blackmagic Design
Brie Clayton June 23, 2026
0 Comments
Thunder Child Productions relies on cameras&...
24/06/2026
Why Dynamic Media Facilities Matter In this series, we explore the technologies, architectures and operational realities shaping modern media operations. Along ...
23/06/2026
When we began planning our transition from an SDI-based infrastructure to a new ...
23/06/2026
Imagine Communications has announced the appointment of Greg Garmon as Senior Vice President, Americas Video Sales. Garmon will oversee account growth and busin...
23/06/2026
Snap has promoted Emma Wakely to Head of Sports and Media Partnerships, Americas, succeeding Anmol Malhotra, who has been elevated to Global Head of Content and...
23/06/2026
YES Network and The Gotham Sports App will air MI New York's Major League Cr...
23/06/2026
The Universal Talent Identifier (HAND) has issued HAND IDs to 34 top projected prospects in the 2026 NBA Draft class, including AJ Dybantsa, Cameron Boozer, and...
23/06/2026
World Boxing has announced the launch of World Boxing TV, a subscription-based streaming platform built on the Joymo platform, offering live events, on-demand c...
23/06/2026
FloSports will stream 32 off-road motorcycle racing events on FloRacing, includi...
23/06/2026
SES has announced the expansion of its ASTRA TV platform in Spain with the addition of 14 regional channels in HD and UHD quality and the launch of new hybrid s...
23/06/2026
Appear ASA has announced its role in Rede Legislativa de R dio e TV's contri...
23/06/2026
LTN has announced that PBS has selected it as its IP video partner to modernize content distribution and contribution across more than 330 public television sta...
23/06/2026
Ease Live has announced that its graphics overlay platform is powering an interactive fan experience on Rally.TV, the official streaming platform of the FIA Wor...
23/06/2026
Chyron has announced updates to Chyron LIVE, its cloud-native live production pl...
23/06/2026
ESPN has announced ESPN Fan House, a fan engagement hub powered by Flowcode, launching in August ahead of the 2026 college football season. Publicis Sports will...
23/06/2026
The city's solid position in broadcast, entertainment, and sports attracted the major microphone manufacturer
Sennheiser Group is moving its Americas Regio...
23/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
23/06/2026
PlayBox Neo appoints Besco as Channel Reseller to establish a firm foothold in Asia Pacific's thriving high-tech export-driven economic boom
PlayBox Neo, t...
23/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
23/06/2026
LTN, a global leader in IP-based video transport and network services, today announced that PBS has selected LTN as its IP video partner to modernize and future...
23/06/2026
LiveU will introduce its Q Era to Australia and New Zealand for the first time at ABE2026 on Stand No. 25, (July 30 31). Leading the showcase is the LU900Q, a n...
23/06/2026
Miri Technologies Inc. has begun shipping its highly anticipated V410 live 4K video encoder/decoder for streaming, IP-based production workflows and AV-over-IP ...
23/06/2026
DHD audio reports the completion of an upgrade to the audio production facilities at the Galilee headquarters of Radio Tzafon. The station broadcasts two progra...
23/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
23/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
23/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
23/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
23/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
23/06/2026
Multifaceted Growth Executive Brings 20+ Years of Experience Leading Organizations Across Tech and M&E
Imagine Communications today announced the appointment ...
23/06/2026
Visual Productions Unveils RdmRelay2 Four-channel Relay Control at InfoComm 2026
Brie Clayton June 22, 2026
0 Comments
New Relay Solution Combines DMX, ...
23/06/2026
SMPTE Makes Its Standards Freely Accessible, Opening Standards Library to the Gl...
23/06/2026
Many of the challenges organizations face with AI today will feel familiar to anyone who lived through the early years of cloud computing, writes Stephanie Sanc...
23/06/2026
Building AI systems at scale is demanding, requiring low-latency inference, fast vector search, strong GPU price-performance and infrastructure that can grow wi...
23/06/2026
News Highlights:
NVIDIA technology runs 81% of the TOP500 and 90% of the systems new to the list.
26 systems on the TOP500 adopted the NVIDIA Grace CPU, up ei...