
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 ...
07/10/2026
Dalet, a leading technology and service provider for media-rich organizations, today announced the latest Long-Term Supported (LTS) release of Dalet Flex. Build...
06/09/2026
June 9 2026, 23:00 (PDT) Dolby and MagentaTV Bring Fans Closer to the FIFA Worl...
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...
27/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
27/08/2026
PlayBox Neo Stand 7.C29 IBC2026 - 11 14 September
Well-established global specialists in media playout, automation, and streaming solutions, PlayBox Neo ...
27/08/2026
Rise Academy, the broadcast and media skills charity dedicated to delivering practical media technology learning experiences, careers resources and work experie...
27/08/2026
Mediagenix, a global leader in smart content solutions to profitably connect the right content to the right audience, will showcase the latest evolution of its ...
27/08/2026
Screen Australia opens applications for Global Fellowships Program 27 August 2026
Applications are now open for the Screen Australia Global Fellowships progra...
27/08/2026
NVIDIA's Gamescom announcements are revealing what's next for GeForce NOW, with new ways to play, more supported devices and platforms, and even more bi...
26/08/2026
Applicants interested in the Media Innovation Europe 3.0 Validation Booster call can now consult a new FAQ document addressing practical questions raised during...
26/08/2026
Roku Sports Channel will stream eight matches free beginning Aug. 30 as league shifts Sunday-night games away from Victory+...
26/08/2026
Evertz and Mobile TV Group detail how on-premises infrastructure and cloud resou...
26/08/2026
The Sennheiser Group will demonstrate its broadcast audio portfolio at IBC2026 (Hall 8, Booth D50), covering wireless microphone workflows, studio monitoring, a...
26/08/2026
Appear and Transmisiones Televisivas TVTEL Limitada have announced the deploymen...
26/08/2026
Leader Electronics has announced that Danish broadcast rental company Minitech has purchased a Leader LPX500 hybrid IP/SDI waveform monitor and LT4670 sync puls...
26/08/2026
Encompass will demonstrate its Altitude media services at IBC2026 (IAMT Hub, Diamond Lounge, Hall 3, RAI Amsterdam, September 11-14).
Key products on show incl...
26/08/2026
Daktronics has partnered with Massillon Washington High School in Ohio to install a new LED video display and implement the Daktronics Camino show control platf...
26/08/2026
Clear-Com has appointed Dubai-based Venuetech LLC as its main partner for the Middle East. Venuetech distributes professional audiovisual solutions across the r...
26/08/2026
NBC Sports NOW, NBC Sports' free 24/7 streaming channel, will launch a new weekday lineup beginning Monday, August 31, including two new shows.
Not So Fast...
26/08/2026
Calrec will demonstrate updates to its ImPulseV DSP software and Argo ecosystem at IBC2026 (Stand 8.C47), including previews aligned with the EBU's Dynamic ...
26/08/2026
Imagine Communications will demonstrate AI applications across its ad tech and video infrastructure portfolios at IBC2026 (Stand 1.B73, RAI Amsterdam, September...
26/08/2026
Dalet will demonstrate updates to Dalet Flex, Dalet Pyramid, and Dalia, its agentic AI platform, at IBC2026 (Hall 7, Stand 7.A43). The company will also partici...
26/08/2026
Team-owned platform will stream every locally carried Predators game beginning t...
26/08/2026
The 12-day tournament receives the broadcaster's full onsite-studio presence...
26/08/2026
A synth with no controls?
If you're into weird and wonderful instruments, then you may already be familiar with Warsaw-based SOMA Laboratory - if you...
26/08/2026
Physical modelling orchestral instrument announced
Following their recent cryptic hints, Dreamtonics have officially revealed the latest addition to their s...
26/08/2026
Discussions at the Meitingen site on competitiveness, energy supply, and fuel cell technology
Bertram Brossardt, CEO of the Bavarian metal and electrical emplo...
26/08/2026
Rohde & Schwarz USA celebrates grand opening of new manufacturing center in Fred...
26/08/2026
For large media companies, the content archive is a gold mine. There are thousands of hours of existing, high-value assets just waiting to be tapped for highlig...
26/08/2026
Ad Supported Viewing Represents 71.5% of TV in Q2
Streaming Captures Over 48% o...
26/08/2026
Charity sector ad spend reached $278 million as 44% of Australians donated to ch...
26/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
26/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
26/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
26/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
26/08/2026
MediaKind today announced that CNBC UK has selected Beam to modernize its contribution and distribution infrastructure, bringing greater flexibility, resilience...
26/08/2026
Telestream, a global leader in media workflow technologies, today announced the next evolution of Telestream UP, expanding the cloud-native platform introduced ...
26/08/2026
SMPTE, the home for media professionals, technologists and engineers, today announced its 2026 Honorees, recognizing individuals and organizations whose contrib...
26/08/2026
New solution bridges connected TV (CTV) and ecommerce to make shoppable performance advertising easier to scale for streaming platforms and broadcasters
Broadp...
26/08/2026
LA JOLLA, CA-Recent advances in robotics, automation and artificial intelligence...
26/08/2026
How WeFX Made From's' Monsters Feel Uncomfortably Real
Brie Clayton August 26, 2026
0 Comments
From eight-foot dolls and feathered birds to R...
26/08/2026
Eleanor Roosevelt High School Elevates Student Rallies with Blackmagic Design
Brie Clayton August 26, 2026
0 Comments
Student led production team uses...
26/08/2026
K-Frame and Maverik X innovations extend familiar production control into AMPP, alongside new replay, audio, commentary and communications capabilities.
At IBC...