GVTLabs·Enterprise exec summary

Video is the answer.

What happens when video finally becomes searchable. Vision, three fast-to-market opportunities, and the track record behind the platform.

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01·The Vision

Every previous wave of the internet has been shaped by what became searchable.

Text became searchable in the mid-1990s, and Google grew from that single fact into a $2 trillion company. Social interactions became searchable in the mid-2000s, and every major platform of the last twenty years was built on that layer. Identity became queryable in the last decade, and a whole data collaboration category rewrote how brands and broadcasters reach audiences.

But video, 82% of internet traffic and 100% of your business, has never been searchable at the level that actually matters. Titles, tags, and descriptions, yes. What was actually said, shown, demonstrated, or happening in the frame? No. That entire layer of intelligence has sat inside your archive, unreachable, for thirty years.

That changes now.

We built GVTLabs because we believe the next twenty years of media are defined by what happens when video finally becomes queryable at the moment level. For a broadcaster with decades of premium content, that shift is worth more than a better search bar. It's worth a different relationship with your own IP.

Imagine every show, every format, every franchise, every hour of archive, every talent's career, unified into one continuous body of knowledge you can talk to. Not a database of assets. A brain across everything you own. Editorial teams stop commissioning research projects and start asking questions. Ad-sales stops selling impressions and starts selling moments. Marketing stops guessing which clip resonated and starts knowing which frame did. Every property, whether it's a documentary franchise, a scripted universe, a live-sports slate, or a talent portfolio, becomes an interactive place viewers can ask, not a shelf they scroll through.

The deeper shift is on the consumer side.

In five years, the way a viewer interacts with a media company will not look like today. They will not open your app and scroll. They will not click a poster and hope. They will ask. "What's the best episode of that series I never finished?" "Which of these documentaries would my dad actually watch?" "Where in the archive did Attenborough talk about coral bleaching?" And the property that answers them best, with the exact clip, the timestamped moment, the proof, is the property they come back to. Every viewer, every question, every day.

The broadcasters who define this motion will be the ones whose archives are queryable across every workflow, not just one. Whose talent, franchises, and formats each become answer engines rather than shelves. Whose content shows up when the viewer asks, and stays there, permanently, because the archive is a brain now, not a vault.

Video is the last big data layer, and the media companies that make it searchable first define the category.
02·Fast-to-market opportunities

Three deployments, one platform, ready now.

GVTLabs' indexing engine reads video frame by frame, mapping every object, moment, and moment-shape to a searchable index. Our recommendation is scaled onboarding into AskGVT Studio, the frame-level indexing product that makes both commercial and editorial deployment fast to market. From there, your properties launch as Channels in the AskGVT consumer app.

01
Commercial
sales teams

Precision ad targeting at scale.

Open new ad revenue streams by creating custom ad-targeting segments, queried across your content library and mapped to your ad server.

AskGVT Studio's frame-level content vectoring lets your sales teams sell advertising against a wide and diverse set of targeted moments:

  • Emotional beats: tension, elation, joy, conflict.
  • Objects: mobile phones, cars by marque and model, make-up, food, branded clothing, exercise and sport.
  • Topics: family finances, mealtimes, and others.
Proven at foundational level by a UK broadcaster. Revenue streams and CPM yields validated. AskGVT Studio's frame-level accuracy is a step change.
02
Editorial
teams

Instant archive retrieval for rapid response.

Open up the buried value in your library by querying the archive in runtime, for editorial moments: clipping, montaging, and rapid-response reactions to breaking news and events.

AskGVT Studio's timestamped discovery-and-clipping function cuts what has been a manual time-sink to minutes, letting editorial teams find event-relevant content within moments of a news-cycle shift.

03
The consumer
opportunity

Branded consumer answer engine.

AskGVT Channel gives you a productized, branded consumer answer engine, a version of AskGVT built on your library and wrapped in your consumer experience.

Especially strong fit for knowledge, education, documentary, science, and factual properties, but the mechanic works across any premium archive.

Viewers ask questions in plain English ("why do sharks not sleep?" · "how do glaciers move?" · "what does the Amazon sound like at night?") and every answer comes back as a real moment from your footage: real experts on camera, real locations, real evidence. The video is the answer. The citation is the clip.

AskGVT Channel widget delivers the same content and answer quality embedded directly inside your owned properties: your websites, your apps, partner sites, and streaming platforms if desired. You bring "ask" to the audiences you already have, rather than sending them elsewhere.

Your Channel's answers also appear inside the general AskGVT app, opening new consumer discovery for your brand beyond your owned channels, turning existing archive into answers that keep working across the wider AskGVT audience.

Standard product, not custom engineering. The same platform powering other AskGVT partners, deployed with your editorial standards applied end-to-end.
03·How to get started

Fully managed setup. You bring the content. We do the rest.

Every enterprise engagement gets a dedicated GVTLabs account manager from day one, responsible for the initial deployment end-to-end: content onboarding, Studio configuration, and Channel branding where relevant.

Ongoing support is included: phone and email support, weekly check-ins, quarterly business reviews, and a direct line into the GVTLabs product team for feature requests and roadmap input.

In a world where viewers no longer scroll to find you, they ask. Be the answer.
04·About the Founder

Nick Halstead built the queryable layer twice. Video is the third.

Every era of the internet has produced founders who built the queryable layer for it. Nick built the last two.

Nick Halstead has spent over two decades building at the intersection of data and intelligence, from inventing the retweet button at TweetMeme to pioneering privacy-first data collaboration at InfoSum.

His approach hasn't changed. Take a category of data that's been structurally hard to use at scale. Build the infrastructure that makes it usable. Sell the platform to the enterprises that need it. Social. Identity. Now video.

GVTLabs is the third. It's pointed at the data layer the previous two never had.

Now Nick is building AskGVT while competing in the British Touring Car Championship.

TweetMeme2009 · Acquired by Twitter

Invented the retweet button

The button that shaped a decade of social media. Acquired by Twitter, made retweet native to the platform.

DataSift2010–2018 · Acquired by Meltwater

Social firehose, queryable at scale

Made the social media firehose queryable at scale for 200+ Fortune 500 clients. The infrastructure layer for a whole generation of social analytics.

InfoSum2015–2025 · Acquired by WPP

Privacy-preserving data collaboration

Built the data-clean-room category from scratch. Acquired by WPP at a peak $300M valuation, working with eBay, Netflix, ITV, Channel 4, Samsung Ads and more.

3Companies
$220M+Combined exits
$180M+Capital raised
32Patents held

Backed by the world's top VCs including Insight Partners, Upfront Ventures, and IA Ventures.

Bring the archive. We do the rest.

If any of the three opportunities lands, the conversation starts now.