Gvtlabs
5 employees on LinkedIn Β· 2 known investors
GVTLabs builds a multimodal video intelligence platform that preprocesses large video libraries into searchable, structured timelines and deploys agents to find patterns, events, and evidence across thousands of clips with timestamped citations. It serves enterprises in areas such as media, sports, workplace safety, brand sponsorship, and surgical review, and also offers AskGVT, a consumer in-video answer engine powered by creators.
Also known as GVT Labs Β· GVTLabs Β· GVTLABS LIMITED
Founders & leadership
Investors Β· 2
Company profile
researched Aug 2026GVTLabs is a software company building an agentic video intelligence platform designed to answer questions that span entire video libraries rather than individual files. The company positions its system against foundation models that describe a single video, arguing that enterprise questions concern patterns, events, behaviours and evidence distributed across thousands of assets. Its platform deploys research agents that decompose a query, scan libraries, inspect candidate moments, cross-reference modalities such as audio, follow patterns across recordings, and return a ranked set of timestamped, source-linked clips together with the reasoning behind each result.
The architecture rests on three described components: agentic orchestration, in which agents search across libraries, follow evidence and refine on each pass; temporal understanding, in which each asset is converted into structured timelines of visual, audio, motion, transcript, object, scene and narrative signals so agents can reason about sequence and cause and effect within and across videos; and a multimodal layer stack that extracts one signal per modality β transcript, visual narrative, motion, objects, people, scenes, timing and domain-specific analysis β and recombines them per question. The company states the system can be tuned per domain (brand presence, crowd size, player movement, safety incidents, gestures, scenes, actions, sequencing) without retraining a foundation model.
Alongside the enterprise platform, GVTLabs operates a consumer application, AskGVT (askgvt.com), described as an in-video answer engine powered by creators and built on the same multimodal index, agentic runtime and temporal layer; the company frames it as a demonstration of the platform at internet scale. The underlying UK entity, GVTLABS LIMITED, is registered in London under the SIC code for business and domestic software development.
Business model
GVTLabs sells an enterprise video intelligence layer that customers run over their own video libraries, working with a small number of enterprise partners while the platform is in preview. A consumer application, AskGVT, is operated on the same underlying index and runtime.
Traction
The company reports operating with a headcount range of 1-10 employees, including a two-person engineering team, and states that it works with a small number of enterprise partners while the platform is in preview. The AskGVT consumer application is described as live and indexing.
βΈFull profile β market position, technology, go-to-market, geography, history
Market position
GVTLabs positions itself as an agentic intelligence layer for video, contrasting its cross-library investigation approach with video AI tools and foundation models that answer questions about a single file, and framing video archives as operational intelligence rather than storage.
The company differentiates on combining three capabilities it says no competitor offers together: agentic orchestration across libraries, temporal understanding via structured timelines, and decomposed multimodal signal layers that can be tuned per domain without retraining a foundation model. It also emphasises cost and latency, stating that preprocessing each video into a reusable intelligence layer makes repeat queries roughly 30,000 times cheaper than re-running a foundation model, illustrating a sample investigation at $0.04 and 2.1 seconds against a stated foundation-model baseline of $1,287 and 38 minutes.
Technology
The system preprocesses video into a reusable, structured intelligence index: assets are converted into timelines of visual, audio, motion, transcript, object, scene and narrative signals, with one signal extracted per modality and recombined per query. Agents reason over frame, motion and depth layers, cross-reference audio, and perform spatial and temporal matching (for example, proximity thresholds between objects and people over defined time windows), returning ranked evidence with start and end timestamps and source links. A first expensive indexing pass is followed by cheap repeated querying against the index.
Go-to-market
The platform is offered in preview to a limited set of enterprise partners, with direct contact-based engagement for teams whose questions live in video. The AskGVT consumer product serves as a public demonstration of the same technology to creators and consumers.
Enterprises and teams in media and broadcast archives, sports and performance analysis, safety and operations monitoring, retail and brand sponsorship measurement, research and investigative intelligence, and health and surgical review; the AskGVT app targets consumers and creators.
Geography
The operating entity is registered in London, England, with a registered office at 124 City Road, EC1V 2NX. No offices are listed on the company's public organisational profile.
History
The UK entity behind the company, company number 15183945, was incorporated on 3 October 2023 as DATAMARKED LIMITED and was renamed GVTLABS LIMITED on 26 March 2025. It is registered at 124 City Road, London, is classified under business and domestic software development, and remains an active private limited company. The enterprise platform is described as being in preview, with the AskGVT consumer application live.
Compiled by commissioned research from 7 cited public sources β announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed β not independently audited.
Timeline Β· 3
launches, deals, and filingsAskGVT, described by the company as an in-video answer engine powered by creators, is listed as live and built on the same multimodal index, agentic runtime and temporal layer as the enterprise platform.
Companies House records show the previous name DATAMARKED LIMITED was used from 3 October 2023 until 26 March 2025, after which the entity became GVTLABS LIMITED.
Private limited company number 15183945 was incorporated on 3 October 2023 with registered office at 124 City Road, London EC1V 2NX, under SIC code 62012 (business and domestic software development).
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
βΈResearch sources Β· 7
primary sources listed
- Gvtlabsgvtlabs.com Β· web
7 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Gvtlabs do?
- GVTLabs runs AI agents over enterprise video libraries to find patterns, events and timestamped evidence across thousands of clips.
- Who founded Gvtlabs?
- Gvtlabs was founded by Nick Halstead.
- Who are Gvtlabs's investors?
- Gvtlabs's investors include GMG Ventures, Mercuri.vc.