Viso
An enterprise platform for building and deploying computer vision applications from ordinary cameras, without manually labeling data or training a model from scratch.
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Description
Building a computer vision system used to mean hiring ML engineers to label thousands of images and train a model before you could even test whether the idea worked. Viso's pitch is to skip most of that: point its 'Visual General Intelligence' engine at a camera feed, describe what you want detected, and get a working vision application without the traditional data-labeling and training pipeline.
Technically, Viso Now (the free entry point) gives 5 daily AI credits with no card required, while Viso Suite, the enterprise product, is built to run across 10,000+ cameras and hundreds of sites with edge, on-premise, or cloud deployment. It ships 136+ pre-built templates across manufacturing, construction, logistics, healthcare, retail, and transportation, along with SOC 2, ISO 27001, GDPR, CCPA, and AI Act compliance certifications. A cited case study reports a 54% reduction in near-miss safety incidents within 90 days and a 90% cut in ML engineering effort versus building vision pipelines from scratch.
💬 Our review
The short version: Viso is enterprise infrastructure for computer vision at real scale, not a weekend project tool — the compliance certifications and 10,000-camera claim make that clear before you even look at pricing.
Skipping manual data labeling and model training is the genuine value proposition, and if the case-study numbers hold up in your own environment, a 90% cut in ML engineering effort is the kind of result that justifies a serious evaluation. The free Viso Now tier is a smart way to let a team prototype before any procurement conversation starts, and the template library across multiple industries suggests real deployment experience rather than a single vertical bet. The catch is exactly what you'd expect from enterprise software: paid tiers are credit-metered rather than flat, Enterprise pricing is entirely custom, and there's no open-source or self-hosted option if data residency requirements demand it. Worth evaluating if you're standing up computer vision across multiple physical sites and need compliance certifications already in place; overkill if you just need to run object detection on one camera feed.
💰 Pricing
📊 Global score
🤖 AI-enriched data
Free (Viso Now) : 0 $, 5 crédits/jour (30/mois). Pro : 25 $/mois, 100 crédits/mois. Business : 50 $/mois, 100 crédits/mois + SSO/SAML. Enterprise : sur devis, crédits au volume.
Pros
Élimine le labellisation manuelle et l'entraînement de modèle classique
Scalabilité prouvée : 10 000+ caméras, centaines de sites
Certifications de conformité complètes (SOC 2, ISO 27001, GDPR, CCPA, AI Act)
136+ templates pré-construits multi-industries
Cons
Tarification Enterprise opaque, sur devis uniquement
Modèle à crédits, pas de forfait plat
Pas d'option open-source ou self-hosted
Comparaison directe avec Roboflow/Landing AI absente du site