Hackthorn Innovations Steve Sharman explains why AI is set to move up the value chain to increasingly help optimise and automate parts of production workflows
By Contributor
Published: July 1, 2021
Hackthorn Innovation's Steve Sharman explains why AI is set to move up the value chain to increasingly help optimise and automate parts of production workflows
target=_blank title=Share on LinkedIn class=share-linkedin>
Artificial intelligence and machine learning technologies are gradually being deployed by media companies mainly to drive process efficiency through automation. As part of this year's MediaTech Outlook report, TVBEurope invited Steve Sharman, director at Hackthorn Innovation, to guide us through the latest thinking.
Prior to the pandemic, what sorts of AI/machine learning deployments were we seeing by media companies?We were seeing gradual adoption of AI and machine learning in the media industry, particularly around automated content analysis. We had a couple of years of high profile public demonstrations; Sky's live tagging for the Royal Wedding for example. We had wider real deployments starting to quietly happen, typically to support the cataloguing and consolidation of archives in order to exploit them on streaming services; or reduce the time taken in compliance. At high volumes, saving operators a few minutes per piece of content starts to add up to significant overall reductions.
Again pre-pandemic, what were the biggest areas of challenge in terms of technology development or deployment?Boring but important stuff: legacy infrastructure. The use of AI to process content at production scale typically requires hefty resources; it takes a lot of content and processing power to train the kind of deep neural networks typically used for video or sound processing, and then more compute plus easy access to the content to carry out the analysis. Typically, you want your content on the public cloud, and that's been a big step for media companies. Legacy workflows typically assume that content is readily to hand, so they're not just moving content to the cloud, but some pretty significant workflows as well. Transformative projects can be hard work in difficult commercial environments.
Points of view: 5G and broadcast
What effect has the pandemic period had in terms of accelerated technology adoption/deployment, or any other significant areas?On the one hand we've seen mass adoption of public cloud-based and remote workflows almost overnight. It became almost a matter of survival to move production and distribution workflows into the cloud, and once there, using AI to support archive, compliance and other workflows becomes an incremental transformation. We've also seen some AI-powered production solutions be adopted far more quickly than the norm - for example the automated sound mixing and virtual crowd solutions from Salsa Sound have seen rapid take-ups to keep a high quality premium sports experience going in a world of empty stadia.
What would you say are the areas of AI that are going to have the most profound impact in the coming years, and why? The non-flashy applications of AI will continue to have a significant impact; using AI to significantly reduce data-centre cooling costs at Google is a great example of this. We're already seeing the impact of AI on compliance, archive, QC and some VFX workflows (e.g. Rotoscoping), and this will become increasingly packaged and widely available. Aligned to this we're also going to see AI move up the value chain to increasingly help optimise and automate parts of production workflows, making it possible for smaller and less experienced storytellers to compete on production values. The wide availability of AI technologies in the public cloud also means that our industry can take advantage of new techniques almost as soon as they are released, which is a refreshingly new pace!
data-src=https://www.tvbeurope.com/wp-content/themes/tvbeurope/library/images/tvbe-subs.jpg width=729 height=90>
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...
19/08/2026
World Cup Games Generate 84 Billion Minutes Across FOX, Fox Sports 1 and NBCU...
19/08/2026
July brought typical peak-holiday drops in viewership, driven primarily by viewers stepping away from screens and a visible decline in reach across both traditi...
19/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
19/08/2026
Henry joins BCE as the company accelerates its commercial strategy and expands its international presence across the media, broadcast and technology markets. He...
19/08/2026
iWedia, a leading provider of software solutions for connected TV devices, today announced a major milestone in Android platform optimization with the successfu...
19/08/2026
NTP Technology announces that ST 2110-30 audio-over-IP connectivity with AES67 and RAVENNA capabilities is now available for the brand's world-class audio i...
19/08/2026
Net Insight has been selected to provide its Nimbra platform by the service provider Big Blue Marble, formerly ORS Group, as the core media transport solution f...
19/08/2026
LiveU has supported Coventry City FC and several other top-flight UK football clubs through one of their most demanding live production challenges of the year, ...
19/08/2026
Nature Seekers Documentary Shot with Blackmagic URSA Cine 12K LF
Brie Clayton August 18, 2026
0 Comments
Filming endangered turtles required camera...
19/08/2026
Neyrinck Brings D-Control Consoles Back to Life on Apple Silicon with D-Control ...
19/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
19/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
19/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
19/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
19/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
19/08/2026
Riedel Communications today announced that Edith Cowan University (ECU) in Perth, Australia, implemented a comprehensive communications infrastructure that brin...
19/08/2026
QuickLink, a leading provider of award-winning video production and remote guest contribution solutions, will spotlight a major leap forward in remote guest con...
19/08/2026
Integrated platform melds media asset management, playout automation and newsroom workflows
EMAM, PlayBox Neo and SNEWS have officially launched Nuvex, a conne...
19/08/2026
Screen Australia releases the Private Investment Toolkit to strengthen screen in...
19/08/2026
Do Aussies truly value local content? Unpacking Screen Currency 2026 with Deirdr...
19/08/2026
On Saturday September 5 Katie Taylor will step into the ring for the fight of her life against Flora Pili in front of 80,000 fans in Croke Park. A legendary fig...
18/08/2026
SportStream 2026, a free three-day virtual event, will take place September 15-17. One registration provides access to all three days of live programming and on...
18/08/2026
BeckTV will introduce BeckFlow to the European market at IBC2026, demonstrated on the Providius stand (10.F53).
BeckFlow is a web-based schematic documentation...
18/08/2026
Boland Communications will introduce a SMPTE ST 2110 input option for its 4K monitors at IBC2026, along with a new 55-inch super-narrow bezel display for video ...
18/08/2026
Dolby Laboratories and the Seattle Seahawks have announced a partnership integrating Dolby OptiView into the Seahawks' live streaming coverage, making the S...
18/08/2026
For BMG Executive Producer of Sports Production, Graham Taylor, producing live s...
18/08/2026
TMRW Sports has appointed Rufus Hack as President of Golf, a newly created role in which he will lead the company's golf businesses including TGL presented ...
18/08/2026
SMT will provide race technology for FOX Sports' coverage of the Freedom 250 Grand Prix of Washington, D.C. on August 23, when the NTT INDYCAR SERIES races ...
18/08/2026
The live, YouTube-native roundtables combine fan voices, credentialed reporters,...
18/08/2026
Behind The Mic provides a roundup of recent news regarding on-air talent, includ...
18/08/2026
The industry legend sounds off on replacing the Heat's iconic Medusa score...
18/08/2026
William F. Rasmussen, the sports fan-turned broadcaster and entrepreneur whose out-of-the-box idea of a 24-hour cable sports network, ESPN, changed forever the ...
18/08/2026
DAZN Group has completed its acquisition of ViewLift, a provider of streaming and digital solutions for sports content owners. The acquisition was first announc...
18/08/2026
The American Association of Professional Baseball (AAPB) has added SI TV, Sports Illustrated's 24/7 streaming channel, as a broadcast partner for the remain...
18/08/2026
The Esports Foundation has announced that the inaugural Esports Nations Cup (ENC), originally scheduled for November 2026 in Riyadh, will be postponed to Novemb...
18/08/2026
Diversified has announced a new Global Managed Services Practice, consolidating the company's managed services capabilities into one organization. Rob Mello...
18/08/2026
Appear has completed a proof of concept with Thoroughbred Racing Productions (TRP), demonstrating multi-camera remote live production over bonded 5G cellular an...
18/08/2026
Riedel Communications has announced that Edith Cowan University (ECU) in Perth, ...
18/08/2026
Company launch with stereo-imaging tool
Panoramic is the debut release from Panorama Labs, a new company formed by mastering engineer Nicholas Di Lorenzo. C...
18/08/2026
Control software now available for older interfaces
Focusrite have just announced the launch of an update that extends Control 2 software support their Scar...
18/08/2026
The National Film and Video Foundation (NFVF), an agency of the Department of Sp...
18/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
18/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
18/08/2026
Lightware announces an integration with SpectralBot that helps system integrators and AV operators troubleshoot faster using augmented reality (AR), AI-assisted...
18/08/2026
Command Frame for After Effects
Scott Black August 18, 2026
0 Comments
Free download, demonstrations, hands-on tests, and creator resources
Want to t...
18/08/2026
At Stand 14.A57, the data company will demonstrate GreenDot and IBM Aspera together, giving media and entertainment businesses real-time visibility of what thei...
Hackthorn Innovations Steve Sharman explains why AI is set to move up the value chain to increasingly help optimise and automate parts of production workflows
