Mining the AI Potential
Once upon a time, there was an industry that called programmatic code software and not artificial intelligence .
In media storage, you've probably heard AI used in the context of image searching your media archive to find a matching actor's face
Because AI has become an almost ubiquitously used phrase, and therefore somewhat grating, it would be easy to dismiss it from our thoughts but is there anything behind the term that we should be taking notice of?
Search: The Final Frontier
Google processes a lot of data. Some estimates say that Google handle 1.2 trillion searches per annum. I don't know, but I'd imagine 99.999% of those searches are based around language. However, in a world where an estimated 80% of data is unstructured, and the vast majority of that unstructured data is video data, it is clear that search has a long way to go.
The next stage is to be able to search video and, for reasons we will briefly touch on, often the techniques used to analyse video and to allow meaningful search of video is described as AI.
Why is it called AI? A few years ago we'd have called it: image searching; video searching or software algorithms , but since the success of Apple Siri, Amazon Echo etc., the general public psyche and lexicon has begun to consider any such technology artificial intelligence . This is even if it doesn't have a self-learning feedback loop or some other mechanism of analysis enhancement over time. So, though it irks me, let's join the bandwagon and call it AI video analysis and search as well.
What cannot be ignored is that this is exciting. Video archives that previously sat dormant can now be queried for all types of things:
What footage of Princess Diana do we have?
Have we ever shot a news item on that street before?
Who has ever played number 7 for England?
Those image searching algorithms are nascent but are quickly being realised. On the other hand, semantic video analysis is more basic to date but will answer more and more questions such as:
This part of the movie is a car chase
Alert! Look at this CCTV stream because a street fight has broken out
This movie is a modern day remake of the magnificent seven
Cars on this road have gone from 100% driven to 30% self-driven in the past 5 years
Unstructured data (or unstructured information) is information that either does not have a pre-defined data model or is not organized in a pre-defined manner. Unstructured information is typically text-heavy, but may contain data such as dates, numbers, and facts as well.
So AI video analysis and search is beginning to be able to unlock the value in media archives, and this importantly allows better reuse of media assets for all types of analysis, documentary making, sports fan lookups, and countless other usages. This will only go from strength to strength, but, is that really what AI in media archiving is all about?
AI: Beyond Image Searching
Although the trend is to think about AI in the context of search that would certainly limit our definition.
One of the key challenges with storage today is data gravity . Or, to put it simply, having the video data where it needs to be processed and when it needs to be processed, is a mixture of moving data to where it needs to be seen or processed, or, moving to process to where the data is. Ingenious storage systems are needed to manage this. Take for instance a production that is to be post-produced by teams in different countries. Assets should be available to those teams as and when they are ready to work on those assets. That's where artificial intelligence can come in: moving assets around for us.
Furthermore, artificial intelligence can manage this in a manner that also protects data against any kind of loss and with security in mind. AI storage becomes your 24/7 super-administrator so that you don't need to spend your days making data transfers or worrying about data security.
The term AI in media storage then should not be limited to purely AI searching; it is also about AI data management.
Can Video Search Change the Industry Dynamics for Video Owners?
All in all the media industry should be hugely excited about the new video search techniques coming on to the market for the simple reason that they allow the holders of media archives to better monetise and re-use content.
But could it be that this is just the beginning? Will AI production mixed with video search be able to cut new content? Will video search allow a whole new analytics industry to develop new Googles new Facebooks? Could it be that the owners of video archives will gain more of their revenue from that archive than they do from new content?
The future is uncertain, but the foundations of that future are here and now.
Data gravity is an analogy of the nature of data and its ability to attract additional applications and services. The Law of Gravity states that the attraction between objects is directly proportional to their weight (or mass). Dave McCrory coined the term data gravity to describe the phenomenon in which the number or quantity and the speed at which services, applications, and even customers are attracted to data increases as the mass of the data also increases.
The Object Matrix View
Our conclusion for AI, in general, is that the term will quickly become redundant (again) since it is being used too ubiquitously! However
For AI Search our conclusions are:
Includes image search, object searching, semantic analysis and speech to text
It will revolutionise how and why we hold video archives
It will monetise archives in new ways: keeping archives offline will no longer be viable
It will move from niche to mainstream over the coming years
For AI data management our conclusions are:
It will move data and data processing algorithms
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
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...
09/06/2026
The National Film and Video Foundation (NFVF) is a statutory body mandated to spearhead the equitable growth and development of the South African film and video...
09/06/2026
The BBC has found its Hercule Poirot.
After Deadline revealed last month that t...
09/06/2026
Media buyers and sellers can now compare YouTube reach from computer, mobile, an...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
A project aimed at modernizing scheduling operations across Mediaset's channel portfolio
Mediagenix, a global leader in smart content solutions to profitab...
09/06/2026
tvONE, an ACT Entertainment brand, debuts its most powerful video processor ever built: the 4RU CALICO PRO (C7-PRO-4200), at InfoComm 2026 (Booth N6813). Engine...
09/06/2026
Composer and Conductor Eric Whitacre to Receive Honorary Doctorate at Berklee Va...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
Technology collaboration to validate AMPP and Lawo HOME orchestration integration, showcasing Dynamic Media Facility principles in practice.
Grass Valley and ...
09/06/2026
Bitmovin, a leading provider of video streaming solutions, today announced that Axel Springer SE, international media and technology company, has deployed Playe...
09/06/2026
LiveU, the global leader in live IP-video solutions, today announced a landmark deployment with the Oceania Football Confederation (OFC) that has brought Video ...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
Two Alumni Win Tony Awards Mike Morris and Cedric Leiba Jr. won awards for Best Orchestrations and Best Play, respectively.
June 8, 2026
By
Tori Donahue
...
09/06/2026
Tuesday 9 June 2026
Katie Price: Nothing to Hide, a candid and unfiltered accou...
09/06/2026
Back to All News
Netflix Unveils First Images And Poster For Wrath, A New Brazi...
09/06/2026
Enni Continues to Rely on Arvato Systems - And Will Be Using AEP.EnerS4 Billing Solution
Arvato Systems to implement transformation project for SAP S/4HANA Ut...
09/06/2026
These special programmes will highlight RT 's connection with the Irish diaspora
This year, RT is marking 100 years of public broadcasting in Ireland with...
08/06/2026
The two execs discuss the goals and the challenges of building a huge multi-cult...
08/06/2026
This industry legend has been a road warrior since the early '90s and is, today, a lynchpin on College GameDay
The sports-production industry continues to ...
08/06/2026
DAZN has agreed a multi-year rights partnership with Extreme Fighting Championship (EFC), expanding its global combat sports portfolio.
DAZN will broadcast EFC...
08/06/2026
As fans move across broadcast, streaming, social, mobile and creator-led platforms, and they expect every angle, in real time, TVU Networks has released a new e...
08/06/2026
Infront has further strengthened the 2026 Diamond League's international bro...
08/06/2026
Grass Valley has announced the appointment of Sam Craig as Vice President, Global Pre-Sales. Based in the United States, Craig will lead Grass Valley's glob...
08/06/2026
SMPTE has announced its summer 2026 education lineup covering IP networking and SMPTE ST 2110, including two standalone courses, a 13-week boot camp, and a hand...
08/06/2026
Sportradar Group AG has announced a multi-year global agreement with Kalshi, a p...
08/06/2026
FIFA and Gamefam have announced the launch of a FIFA World Cup 2026 event on Roblox, running June 5 through July 31, 2026. The event centers on FIFA Super Socce...
08/06/2026
A collaboration of NHL Productions, Monumental Sports, and Michael Levitt Produc...
08/06/2026
CBS Sports production staffer Bryce Adair has died at the age of 31 after sustaining injuries during a car accident on Wednesday while in Ohio working the the P...
08/06/2026
Behind The Mic provides a roundup of recent news regarding on-air talent, including new deals, departures, and assignments compiled from press releases and repo...
08/06/2026
WMT Digital today announced the launch of WMT Fan Intelligence, designed to unif...
08/06/2026
The Heat are the seventh NBA team to air their games over-the-air next season...
08/06/2026
Paramount and UFC have announced an expansion of their media rights partnership making Paramount the exclusive home of UFC Numbered Event main cards in Canada ...
08/06/2026
The Qatar Football Association (QFA), in cooperation with Sponix and broadcaster...
08/06/2026
Project B has announced the appointment of Host Broadcast Services (HBS) as Offi...
08/06/2026
The Buckeyes now produce and stream upwards of 200 sports events annually with a...
08/06/2026
At Spotify, our commitment to the LGBTQIA community is year-round. Through GLOW, our global music program, we celebrate and amplify the contributions of queer ...
08/06/2026
Get Hands-on With Keyboard & Synth Brands
GearExpo UK wouldn't be complete without some synth action, and we've got some of the industry's most ...
08/06/2026
50 popular in-ear monitoring system profiles added
The latest update for IK Multimedia's headphone-correction system has just arrived, and introduces ca...
08/06/2026
Manny Marroquin signature cans upgraded with SLAM Technology
The flagship model in Audeze's Manny Marroquin Signature Series has just been treated to an...
Mining the AI Potential
