
Major TV Station Group Adopts AI-Enhanced News Workflow To Assist With Campaign CoverageBy Paul Shen, TVU Networks
October 26th, 2020
View Related Products
With just about two weeks to go (as of this writing) before Election Day, the need has never been greater for TV news operations to take advantage of the latest technology to assist them in reporting on what voters need to know.
One major TV station group has recently begun doing just that, leveraging our TVU MediaMind engine to apply artificial intelligence algorithms to pool feed footage. Thanks to AI, their journalists can sift through thousands of hours of footage collected every week and find the content they need to do their stories.
The workflow benefits are staggering. Being able to find just the right footage from 5,040 hours of content per week -that's 30 camera feeds, 24 hours a day, seven days a week-would otherwise be impossible. But with AI to create metadata for each frame of video, every bit of the floor speeches, the committee debates, impromptu press conferences, campaign events and confirmation hearings is accessible.
The AI Advantage
Our TVU MediaMind AI engine employs a variety of algorithms, including speech-to-text, facial recognition and object recognition, to create metadata at the frame level that makes reporters' searches for the right content fast and easy.
Recently, however, there's been an upgrade of sorts to the object recognition algorithm. Rather than simply identifying the large items in a frame -a building, a truck or an airplane like a Boeing 747-the algorithm has been fine-tuned, so to speak, to be able to create metadata for each small element in a frame.
So, rather than simply recognizing that the airplane in a frame is a 747, the algorithm now recognizes there are bleachers full of people in front of plane, a stage, a podium and a blond-haired man in a trench coat standing on the stage, for example.
The significance is that rather than retrieving all of the clips with President Trump or a 747 or fans in bleachers, the metadata created about all of the objects in each frame enables a journalist to hone in on exactly what is needed for the story.
AI-Enhanced Workflow
What this really boils down to is an AI-enhanced workflow. For the reporter in the trenches, an AI-enhanced workflow means far less time spent on tedious tasks like scanning through hours of footage and transcribing audio and far more time spent being productive.
For the station group that has deployed TVU MediaMind, the AI-enhanced workflow means it's stories are being made better by use of more relevant clips, more stories are being created to fill its linear, digital and social media pipeline and ultimately greater viewer loyalty will be built, leading to better ratings and higher potential revenue.
Ultimately, imagine what this or any other large news organization could do if all of the footage its news photographers capture was enhanced by the addition of AI-generated metadata. Think of how much better the news production workflow at all of its stations could become and how much better the news content presented to viewers would be.
Most recent headlines
13/12/2025
Powering Client Growth: Horizon Deepens Nielsen Partnership, Enabling More Effic...
13/12/2025
In a move that will help it offer more flexible and less costly programming options, YouTube TV has announced that it will be launching YouTube TV Plans with mo...
13/12/2025
SINGAPORE Magna Systems has designed, built and completed what is believed to be the first full UHD and IP-based OB truck in Southeast Asia for a Singapore medi...
12/12/2025
SVG Summit 2025 Preview: Everything You Need to Know for Next Week's Big Sho...
12/12/2025
Hailey Gates at the Atropia premiere (photo by George Pimentel / Shutterstock for Sundance Film Festival)...
12/12/2025
Last month, Spotify announced a new collaboration with the ATP Tour, the global governing body of men's professional tennis, aimed at bringing the next gene...
12/12/2025
CONWAY, Ark. In a notable example of how the elimination of Federal federal funding is forcing public stations to make massive cuts and changes in the way they...
12/12/2025
Wisycom and DPA Microphones announce the appointment of Ren Moerch as Group Product Director, Wireless, a strategic leadership role that will guide the combine...
12/12/2025
SMPTE , the home of media professionals, technologists, and engineers, in conjuncture with the European Broadcasting Union (EBU) and the Entertainment Technolog...
12/12/2025
Keepit, the vendor-independent, cloud-native data protection provider, today announced a strategic go-to-market relationship in Poland with Ingram Micro, a lead...
12/12/2025
Atomos announced the immediate availability of a new firmware update for its Ninja TX GO and Ninja TX monitor-recorders, unlocking Open Gate 48P RAW recording w...
12/12/2025
Professional Wireless Systems (PWS) once again played a critical role in delivering flawless wireless coordination and support at the 2025 Latin Grammy Awards a...
12/12/2025
The Alliance for IP Media Solutions (AIMS), together with the Video Services Forum (VSF), the Advanced Media Workflow Association (AMWA) and the European Broadc...
12/12/2025
DHD audio will demonstrate the latest additions to its range of digital audio production solutions on Booth 321 in Hall B6 at Hamburg Open 2026. The show will b...
12/12/2025
Chaos today announces the release of V-Ray for Blender, update 2, bringing its award-winning rendering technology to even more Blender users by adding support f...
12/12/2025
Lighting specialist UltraLEDs has launched Precision LED Tape, a high-CRI lighting solution designed specifically for professional film, TV, and studio use.
P...
12/12/2025
Zixi, the Emmy Award-winning leader in live broadcast-quality video over IP, today announced that Roi Sasson has joined the company as Vice President, Engineer...
12/12/2025
BitFire (bitfire.tv), the leader in software-defined live production and IP transmission, today announced a strategic partnership with Appear, a leader in high-...
12/12/2025
LOS ANGELES The Hollywood Professional Association (HPA) today said futurist Robert Tercek, creative technologist Jessie Hughes from Leonardo.AI and Emmy-winnin...
12/12/2025
HUDSON, Mass. BitFire and Appear have struck a strategic partnership aimed at offering broadcasters, sports leagues and streaming platforms a faster, more flexi...
12/12/2025
The broadcast industry is evolving faster than ever. #IPWorkflows #remoteproduction, and next-gen audio systems are reshaping how teams design, deliver, and sca...
12/12/2025
LOS ANGELES The payroll and production accounting platform Wrapbook has announced the acquisition of Cinapse, a modern scheduling platform for film and televisi...
12/12/2025
DEHLI Ross Video has announced that it is expanding and restructuring its commercial and technical teams in the South Asian Association for Regional Cooperation...
12/12/2025
LONDON Following the success of its UK launch in January 2025, Rise AV, the global not-for-profit initiative dedicated to supporting and advancing women in the ...
12/12/2025
SAN FRANCISCO Ad-supported streaming service Tubi next week will launch Matter Casting, a new casting standard that will enable seamless mobile-to-TV viewing di...
12/12/2025
LOS ANGELES The Hollywood Professional Association (HPA) today said futurist Robert Tercek, creative technologist Jessie Hughes from Leonardo.AI and Emmy-winnin...
12/12/2025
Friday 12 December 2025
Ted is back! Seth MacFarlane's live-action comedic ...
12/12/2025
In Las Vegas's T-Mobile Arena, fans of the Golden Knights are getting more than just hockey - they're getting a taste of the future. ADAM, a robot devel...
12/12/2025
Uachtar n na h ireann, Catherine Connolly visited RT Raidi na Gaeltachta's...
12/12/2025
Ireland AM host Eric Roberts has been revealed as the sixth contestant taking to...
12/12/2025
Scripps Research team pioneers an efficient way to stereoselectively add fluorine to drug-like molecules A new method uses a novel catalyst and inexpensive fluo...
11/12/2025
Thomson and the Center for News, Technology and Innovation (CNTI) convened a two-day workshop in Sarajevo bringing together more than 35 journalists, editors, p...
11/12/2025
ESPN's Aims for Spectacular With Heisman Trophy ShowEvent firsts include 1080p HDR production airing on both national broadcast and cableBy Dan Daley, Audio...
11/12/2025
SVG Students To Watch: Frankie Patton, University of ColoradoThe 2025 grad is hitting the ground running as a PA on national broadcastsBy Brandon Costa, Directo...
11/12/2025
SVG Summit 2025 Technology Exhibits Preview, Part 3By SVG Staff
Thursday, December 11, 2025 - 7:24 am
Print This Story | Subscribe
Story Highlights
The 2...
11/12/2025
SVG Sit-Down: What Makes Gen Z, X, and Y Fans Tick? Dave Gavant of WSC Sports Go...
11/12/2025
SVG Summit 2025 Preview: 5G, MXL, Spectrum Loss, and Outerspace on Tap for Tues...
11/12/2025
2025 Sports Broadcasting Hall of Fame: David Levy, Turner Titan and Master of Al...
11/12/2025
SVG Launches Follow the Money' Podcast: Go Inside the Sports Media Biz with...
11/12/2025
A Deep Dive Inside Game Creek Video's Bird and Magic Mobile Units, Home to A...
11/12/2025
How Sound Effects for Monsters Funday Football' Emulated the Sonic Soul of ...
11/12/2025
SVG New Sponsor Spotlight: CSP Mobile Productions' Len Chase on Upgrading Tr...
11/12/2025
Having the right song soundtrack your moves can make all the difference when gam...
11/12/2025
It's been a big year for Taylor Swift. Her highly anticipated album The Life...
11/12/2025
New satellites for the SDA Tranche 1 Tracking program in production at L3Harris&...
11/12/2025
The Meadowlands system, a compact and mobile version of the CCS, uses ground-based radio frequency units to disrupt satellite communications....
11/12/2025
The L3Harris demonstration united tactical communications devices, counter-UAS c...
11/12/2025
Throughout 2025, L3Harris delivered innovative solutions to U.S. and allied warfighters across every domain.
With an unrelenting commitment to excellence, our...
11/12/2025
A Majority of the World's Population (51%) Identify As Soccer Fans
The 2025 MLB postseason notched 58.2 billion viewing minutes, up +24% from the prior y...
11/12/2025
WALTHAM, Mass. Video-over-IP software provider Zixi said Roi Sasson has joined the company as vice president, engineering....