Hiren Hindocha in conversation with TM Broadcast International about AI and Big Data for M&E organizations
Author:TM Broadcast International Answers supplied by Hiren Hindocha, CEO, Digital Nirvana
What does Big Data bring to this sector?
When we talk about big data in broadcast, we're talking about the hundreds of terabytes or even petabytes of data that a system gathers during direct interaction with end users. Typically that happens when broadcasters make their content available through VOD or streaming options. Broadcasters can analyze this big data to understand customers' preferences, which in turn helps them serve better content to viewers and serve the right demographic to advertisers.
Besides the massive amounts of data exchanged between broadcasters and end users, big data also refers to the many content feeds most broadcasters ingest continuously and simultaneously. For example, the volume of incoming video feeds for a news organization is huge -several hundred gigabytes to terabytes on a daily basis.If broadcasters can make sense of that big data, they can use it to help make content.
What are the possibilities of Artificial Intelligence in the broadcast industry?
Applying artificial intelligence across audio and video opens a world of possibilities for the broadcast industry. For example, speech-to-text technology has reached a point where it is better than humans at understanding specific domains. A well-trained speech-to-text engine can provide a very accurate transcript and captions of incoming content. At the same time, other well-trained engines can extract facial recognition, perform on-screen text detection, detect objects in the background, and more.
In the case of multiple and continuous incoming video feeds, artificial intelligence can help describe what is in the feed and make it very easy for editors to find what they're looking for. AI capabilities can also generate metadata that makes the content easily searchable and retrievable, leading to easier content creation and better content publishing decisions.
How can all these technologies enrich the content consumer experience?
Once content providers become more familiar with user preferences,they can bubble up content within their archive that is better-suited to those preferences. They can also use AI to quickly access data that will inform their content feeds, such as in social media channels. Take World Cup soccer, for example. Rightsholder Fox Sports could use AI technology to identify moments in the game that are worthy of viewing, and within a few minutes of the game ending, they can put up those highlights on YouTube. Before AI, this process would have taken a human many hours.
And of course, the more consumers watch content that is in tune with their preferences (action, drama, certain news topics), then the better the system gets at predicting and serving similar content. That's an example of tailoring the content for a better consumer experience.
How should traditional broadcasting adapt to these technologies to get the most out of them?
Broadcasters need a website or platform where users can search, find, and consume content. The smaller the chunks broadcasters produce, the greater the consumption,which means they need to be able to capture all of that consumer information and make it useful. (See examples mentioned before.) To be able to do that at scale, broadcasters have to adopt technologies that can process the information faster and better than employing an army of people.
From what perspective does Digital Nirvana approach the use of technology associated with Big Data?
We don't do anything with big data at this point.
From what perspective does Digital Nirvana approach the possibilities of Artificial Intelligence?
Digital Nirvana believes AI has great potential to accelerate media workflows and make life easier for our clients. To realize that potential, we're always looking for new and better ways to help our clients use artificial intelligence tools like speech to text and facial or object recognition to describe what is in their audio and video.
Digital Nirvana is doing a lot of work on training speech-to-text engines to automatically recognize who is speaking and what they are saying - such as distinguishing one media personality from another and identifying different topics.
How does Digital Nirvana intend to take advantage of the confluence of both technologies?
Our focus right now is to leverage AI technologies in the audio, video, and natural language processing sectors. Natural language processing is the ability to understand what is being said in the content. Not only can we provide a verbatim transcript of what is being said, but then we use natural language processing to figure out who is doing the talking and what the topic and context are.For example, our Trance application uses multiple technologies, including automatic speech to text and an automated translation engine. Our goal is to make sure those engines keep getting better and better.
It has not yet become main stream technology, but there are already many developments and pilot projects. Which ones would you highlight as the most challenging and interesting?
One pilot project we've been working on with a major U.S. broadcaster is automatic segmentation and summarization of incoming news feeds. Suppose the programming in the feed lasts 60-90 minutes and contains multiple segments on different topics. Today in production, we are generating real-time text of that content, but in the future,we'll automatically be able to figure out which people and places are being discussed in that feed, then provide a headline and summary of each of the segments.We'll also be able to detect changes in topics and categorize accordingly. This is not an easy thing to do.
A similar use cas
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
06/09/2026
June 9 2026, 23:00 (PDT) Dolby and MagentaTV Bring Fans Closer to the FIFA Worl...
04/08/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
04/07/2026
April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...
10/06/2026
DAZN-owned digital-media company launches three fan-first series leaning into cr...
10/06/2026
Clear-Com has announced the appointment of Jason Dino as Southwest Regional Sales Manager USA, covering Southern California and the Southwest region. Dino joins...
10/06/2026
An 11% decrease in number of global broadcast deals reflects the organization...
10/06/2026
The Women Without Boundaries Awards recognize women whose work is advancing the future of media, broadcast, AV, workplace technology, digital experience, and re...
10/06/2026
Today is match day minus two for FIFA and HBS. On Thursday, there will be two ma...
10/06/2026
SES is supporting broadcast distribution of the world's biggest football tou...
10/06/2026
NDI has announced that BirdDog has become the first hardware manufacturer to achieve full NDI 6.3 compatibility across its complete lineup of cameras, encoders,...
10/06/2026
Vince Caputo and Scott Carter, winners of the 2026 Sports Emmy for Outstanding Post Produced Audio have been announced as presenters for the 2026 SVG Advanced A...
10/06/2026
FOX One today unveiled a slate of new product features and enhancements designed to elevate the viewing experience for fans on the official streaming platform o...
10/06/2026
Primary production partners Dome Productions and Raycom Sports once again played...
10/06/2026
The Women in Sports Filmmaking Experienceship is an immersive professional devel...
10/06/2026
The league has expanded its HSAN architecture for the NBA Finals to manage more ...
10/06/2026
The inaugural MoonPay X Games League (XGL) Winter Draft will take place Wednesday, September 16, 2026 at Cosm Los Angeles from 7-9 p.m. PT. The event will strea...
10/06/2026
The University of Oklahoma (OU) Athletics Department and Learfield have announce...
10/06/2026
The Video Services Forum (VSF) has released TR-06-4 Part 8, a new specification for RIST Satellite-Hybrid: Out-of-Band Method. The specification creates a mecha...
10/06/2026
Riedel Communications provided the communications infrastructure for the 14th World Live Neurovascular Conference (WLNC) in Lisbon, supporting live medical proc...
10/06/2026
A still from The Doom Generation by Gregg Araki (Courtesy of Sundance Institute)
By Lucy Spicer
Have you checked out our Sundance Film Festival 101 list yet...
10/06/2026
Get Hands-On with Interfaces & Mic Preamp Brands
If youre after a new interface or preamp, then GearExpo UK is the place to be! Well have a whole host of au...
10/06/2026
November 13-14 2026, The Midway, San Francisco
Following their recent rebranding, MONO Music Conference (formerly Music Expo) have officially announced thei...
10/06/2026
Debut instrument free for limited time
deFORM is the debut release from newly founded developer ebbandflow, and it's being offered as a free download fo...
10/06/2026
Alone Australia Season 4: Meet the Cast
10 June, 2026
Media releases
WATCH THE TRAILER
Smash-hit survival series Alone Australia drops its highly anticipa...
10/06/2026
DEADLY THEN, DEADLY NOW, DEADLY ALWAYS: SBS & NITV IGNITE NAIDOC WEEK 2026 WITH ...
10/06/2026
Rohde & Schwarz and TRUMPF advance laser-based drone defense with THORIS LCS Rohde & Schwarz is showcasing THORIS at ILA 2026: A sovereign, end to end counter...
10/06/2026
MAHLE and Rohde & Schwarz develop application for sensor testing of modern drive...
10/06/2026
Production and Development Funding supports the creation of compelling, commercially viable, artistic and culturally relevant South African screen content. Deve...
10/06/2026
Media buyers and sellers can now compare YouTube reach from computer, mobile, an...
10/06/2026
Accedo, Humans not Robots, and the Institution of Engineering and Technology (IET) have announced the launch of Ecoflow X. Formerly an IBC Accelerator project, ...
10/06/2026
Frequency, the engine powering the world's leading streaming television channels, today announced that James Smith has joined the company as General Manager...
10/06/2026
At the 14th World Live Neurovascular Conference (WLNC) in Lisbon, Riedel Communications provided the communications infrastructure for live medical procedures s...
10/06/2026
Globecast, a leading provider of broadcast, media, and entertainment managed services, today announced the launch of its Content Exchange platform powered by Or...
10/06/2026
Klvr will showcase how venues, integrators and production teams are rethinking disposable battery usage at InfoComm 2026 (Las Vegas, June 17-19, booth #N6311). ...
10/06/2026
The Video Services Forum (VSF) has further enhanced the Reliable Internet Streaming Transport (RIST) protocol by incorporating a new feature, RIST Satellite-Hyb...
10/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
10/06/2026
10 Jun 2026
VEON's Banglalink Brings Every World Cup 2026 Match to Football...
10/06/2026
Wednesday 10 June 2026
How to watch every ICC Women's T20 World Cup 2026 match live on Sky Sports
Where is the ICC Women's T20 World Cup 2026 availabl...
10/06/2026
Wednesday 10 June 2026
P RLA brings first-ever Beautifully Clean Oral Care'...
10/06/2026
Wednesday 10 June 2026
Sky reveals pulse-pounding first teaser trailer for upco...
10/06/2026
Wuppertal June 10, 2026
Riedel Artist at the Heart of the 14th World Live Neurovascular ConferenceAt the 14th World Live Neurovascular Conference (WLNC) in Li...
10/06/2026
Back to All News
Netflix Showcases New Mobile Experience, Collections and Games Vision in APAC
Product
10 June 2026
GlobalSouth KoreaJapan
Link copied to c...
10/06/2026
Back to All News
Ready to Join? The Netflix Fan Club Arrives at Cannes Lions
Business
10 June 2026
Global
Link copied to clipboard
Download all assets
N...
10/06/2026
Chemists snap together complex 3D molecules from highly reactive radicals-without losing their shape Scripps Research team develops stereoretentive radical-radi...
09/06/2026
Kiswe announces an expanded long-term partnership with ONE Championship (ONE), t...
09/06/2026
SiriusXM will broadcast FOX Sports' English-language commentary for all 104 FIFA World Cup 2026 matches from June 11 through July 19, available to subscribe...
09/06/2026
EVS has announced it is changing its corporate name from EVS Broadcast Equipment to EVS, reflecting the company's expanded portfolio beyond broadcast equipm...
09/06/2026
Fox Corporation and the NFL have announced a multi-year agreement to bring NFL c...
Hiren Hindocha in conversation with TM Broadcast International about AI and Big Data for M&E organizations 
