Video

Clairva

Licensed video data infrastructure for AI models

Visit Clairva
Pricing · FreemiumStable
The FalcoScan Intel PanelClairva · Video
Data updated 2 November 2026
Opportunity
Moderate
Band
Saturation
Contested
Band
Wrapper risk
Low
Band
Momentum
Stable
Market trend

Video AI has no moat to speak of on average, from the moat scores of its rated products. What protects Video AI tools, and the widest moats

The Brief

What Clairva does

Clairva turns real-world behavioural video into structured, model-ready training data for world models, embodied AI, robotics and multimodal systems, selling derived signal rather than raw footage. It is aimed at AI labs, data infrastructure companies, robotics teams, multimodal model builders and enterprise AI teams. The site names licensed, rights-aware video from professional libraries, first-person capture and consented cohorts, a contextual annotation stack with frame-level labels for objects, hands, depth, scene, speech, motion, intent and cultural context, delivery through secure pipelines and APIs for training, fine-tuning and evaluation, and provenance and usage controls including consent frameworks and usage-bound datasets. Pricing is not published; buyers contact the company through a form or email.

How Clairva compares with its closest alternatives

2 of the 5 closest alternatives have a free plan. 3 of the 5 offer an API, as Clairva does. Clairva offers a web app. Of the alternatives, 4 offer a web app. Clairva was founded in 2025; the alternatives were founded between 2014 and 2024, 5 of them earlier. Clairva is based in Singapore; 2 of the 4 alternatives with a known headquarters are in Singapore too, and the others in the United States.

Market position · Video

How Clairva compares in Video

Clairva has moderate opportunity and sits in the top third of 392 live Video tools on FalcoScan. Across Video, the average opportunity score is 62.8 and the average saturation score 42.7. FalcoScan rates Clairva's own market position as contested. 82 of the 392 operating Video tools have hot momentum, and FalcoScan has recorded 26 shutdowns in the category.

Clairva compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
ClairvaFounded 2025 · SingaporeModerateContested———YesWeb, APIStable
RosterFounded 2022 · SingaporeModerateContestedPaid—NoYesWeb, APIStable
KookreeFounded 2024 · SingaporeModerateContestedPaid—No—Web, Self-hostedStable
Frame.io ReviewFounded 2014 · New York, United StatesModerateOpenPaid—NoYesWebRising
Lossless CutFounded 2019ModerateOpenFree—YesNoDesktopStable
Mux PlayerFounded 2016 · San Francisco, United StatesHighOpenFreemium—YesYesWeb, APIRising

Exact opportunity and saturation scores for all 6 of these, and where each ranks in Video.

See them free for 7 days
What it ships with

Capabilities & who uses it

The capabilities Clairva exposes to builders and the verticals it currently serves.

AI Capabilities
Data ExtractionClassificationSummarization
Industry Verticals
EnterpriseTechnology
Tagged

Clairva shows up when builders search for these

AdtechMediaAIOthers
Similar tools · Video

Alternatives to Clairva

Products still running that do the same job, from the video market and related ones, closest match first.

See the Video market
Video
Roster

Hire vetted video editors, designers and other creatives on demand

Opportunity Moderate
Paid
Video
Kookree

Video intelligence with text-to-video and computer vision

Opportunity Moderate
Paid
Video
Frame.io Review

Cloud-based video review and collaboration

★ 4.5Opportunity Moderate
Paid
Video
Lossless Cut

Fast, lossless video trimming tool

★ 4.5Opportunity Moderate
Free
Video
Mux Player

Developer-first video infrastructure

★ 4.5Opportunity High
Freemium
Video
Cap

Open-source Loom alternative

★ 4.4Opportunity Moderate
Freemium
Featured in
Questions

Clairva: common questions

What are the best alternatives to Clairva?

The closest alternatives to Clairva that are still running, matched on the AI capabilities, uses and audience they share, are Roster, Kookree, Frame.io Review, Lossless Cut, and Mux Player.

Is Clairva still running?

Yes. As of 2 November 2026, FalcoScan lists Clairva as operating at clairva.ai.

Where is Clairva based?

Clairva is headquartered in Singapore.

Does Clairva have an API?

Yes. Clairva offers an API.

Who is Clairva for?

Clairva is built for ai engineers, enterprises, and developers.

How do I sign in to Clairva?

Sign in on Clairva's own website, clairva.ai. FalcoScan reviews Clairva but does not run its accounts, so logins, passwords and billing are handled by Clairva directly.

Back to Browse