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Voxel

Computer Vision · Edge AI & IoT · Predictive AnalyticsSan Francisco, USAFounded 2020

San Francisco-based firm using computer vision to repurpose existing security cameras into real-time safety monitoring systems for industrial, manufacturing, and distribution environments.

4.9
Average rating
15
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
Computer Vision
Team size
50-100 employees
Typical budget
$100K+
Primary industry
Technology, Software & Digital Infrastructure
Provider overview

A clear view of what Voxel does best.

Structured from supplied company information and mapped to RankGlobal's controlled AI and industry taxonomy.

Company profile
Computer Vision provider for Technology, Software & Digital Infrastructure

San Francisco-based firm using computer vision to repurpose existing security cameras into real-time safety monitoring systems for industrial, manufacturing, and distribution environments. RankGlobal maps its primary capability to Computer Vision within Computer Vision, with supporting relevance to Video Analytics, Edge AI & IoT. Its strongest supplied industry signals align with Software & SaaS, General Manufacturing, Logistics & Supply Chain Management.

See how this profile was mapped →
Primary AI category
Computer Vision
Strongest industry signal
Technology, Software & Digital Infrastructure
Engagement profile·$100K+·50-100 employees·Service
Mapped capabilities · 3 categories
Technology

Platforms, methods and technical signals

Computer vision AI platformEdge-AI processingDeep-learning risk detection models

Tools and platforms named in Voxel's supplied company profile.

Expertise

Named expertise on file

  • Computer Vision

    A field of artificial intelligence that enables computers and systems to derive meaningful information from digital images, videos and other visual inputs, and take actions or make recommendations based on that information.

    Computer VisionAIVisuals
  • Workplace Safety Analytics

    The use of data analysis and machine learning to monitor and evaluate safety conditions in work environments, identifying potential hazards and risky behaviors to prevent injuries and ensure continuous regulatory compliance.

    SafetyAnalyticsRisk
  • Video Analytics

    The process of automatically analyzing video to detect and determine temporal and spatial events, providing real-time insights for security, safety, and operational efficiency in various industrial and commercial settings.

    VideoAutomationDetection
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of Voxel, built from mapped taxonomy signals, evidence confidence, commercial profile and reviews.

Primary feed set
Computer Vision
Compared with
494 providers
Evidence signals used
3 signals
Publication status
Published
Structured evidence signal
100/100
Strong evidence
56th percentile of 494 peers · peer median 100
Profile coverage100
Taxonomy density100
Review signal100
Peer benchmark
How the profile compares

Computer Vision among 494 published providers

Average rating4.93 · median 4.84
Mapped reviews15 · median 10
Profile completeness100% · median 100%
Taxonomy breadth20 · median 21
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
Computer Vision100%
Edge AI & IoT96%
Predictive Analytics88%

Imported mapping confidence for each category — not a share of work, revenue, or delivery volume.

Mapped industries
5 industries on the map
5
Manufacturing & Industrial29%
Technology, Software & Digital Infrastructure29%
Transportation, Logistics & Supply Chain14%
Legal, Risk & Compliance14%
Retail, Wholesale & Consumer Goods14%

Share of mapped industry rows on the taxonomy map — not share of work or revenue.

Evidence mix
Mapping grades
Direct45% · 9
Supported35% · 7
Adjacent20% · 4

Imported mapping grades across 20 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

Voxel presents as a strong evidence profile for Computer Vision. It ranks in the 56th percentile of 494 published providers in Computer Vision, and 15 reviews back the commercial profile.

Current positioning: P56 evidence quality · P43 industry breadth
Strongest signals
Evidence-backed strength in Computer Vision is the profile's clearest signal in the mapped taxonomy.
Best user fit
Technology, Software & Digital Infrastructure buyers evaluating Computer Vision at a $100K+ engagement size.
Confirm before engagement
Confirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
Client feedback signals
15
Reviews
4.9
Average rating
0
Publicly reshared
Published
Listing status
How this report is calculated →
Capabilities

Evidence-led AI expertise.

Capabilities are listed with their mapping grade (Direct, Supported, Related, or Adjacent).

Industry experience

Where this expertise is most relevant.

Industry mappings are organized by evidence strength so buyers can distinguish demonstrated alignment from broader search relevance.

7 mapped subindustries
Client feedback

What clients say.

Reviews and ratings published for this provider.

MSI's broader push to leverage AI across operations led the team to partner with Voxel. The technology has acted as a force multiplier for safety visibility.

MSI

Piston Automotive boosted safety and efficiency at their Marion, OH facility, reducing forklift incidents by 86% and advancing a proactive safety culture in 3 months.

Piston Automotive

In 6 months, Voxel helped The Port of Virginia reduce vehicle-related safety hazards and PPE-related risks while also increasing operational efficiency.

The Port of Virginia

In under 3 months, Carlex Glass reduced the risk of forklift incidents and improved PPE compliance while continuing to build their safety culture.

Carlex Glass

With Voxel, NSG has enhanced their already stellar safety culture, surpassing compliance benchmarks and establishing new safety standards around the world.

NSG Group
5
80% Reduction in AI Model Deployment Times

Remarkable 80% reduction in model deployment time. Automating pipelines and parallelizing work reduced retraining from 2-4 weeks to just 2-4 days.

Diksha Gohlyan (MLOps Lead)
5
50% Faster Onboarding via Efficient ML Pipelines

Lightly enabled us to improve our ML data pipeline in Selection and Efficiency. Cut customer onboarding time by 50% while achieving better model performance.

Harishma Dayanidhi (VP of Engineering)
5
Saving $1.1M via AI-Powered Injury Prevention

Saved $1.1M annually and reduced injuries by 77%. Voxel plugs into existing cameras to prevent injuries before they occur.

Americold (Industrial Warehouse)
5
Six-Month ROI via Reduced Workplace Incidents

Successfully cut vehicle and ergonomic incidents in under 6 months. Achieving full ROI through claims reduction and fewer OSHA fines within half a year.

Verst Logistics (Logistics Partner)

10 mapped reviews · 15 published quotes

Showing 9 of 15, ranked by display order then recency.

Rating distribution
5
10
4
0
3
0
2
0
1
0

Ratings aggregate 15 reviews at the average shown above.

Transparent profile intelligence

How RankGlobal maps this profile.

RankGlobal maps this profile against a controlled taxonomy. Mapping grades on capability and industry cards describe how the profile is classified. Source strength for ranking decisions follows the hierarchy published on Research— a mapping grade is not a claim of discoverability weight.

Tier 1 · Authoritative
Regulators, registries, certifications, signed client evidence.
Highest evidentiary weight
Tier 2 · Independent
Credible media, industry bodies, partner directories, third-party datasets.
Strong with attribution and recency
Tier 3 · Provider-controlled
Company site, case studies, press releases, structured submissions.
Accepted as a claim; verification raises weight
Tier 4 · Discovery-only
Directory listings, aggregations, and early discovery signals.
Used for discovery; weighted accordingly in ranking

Direct, Supported, Related and Adjacent appear on mapped cards as classification grades. They do not rank how discoverable a provider should be.

RankGlobal trust center →
Ready to evaluate this provider

Move from discovery to a focused conversation.

Your enquiry goes to the RankGlobal research team, not the provider's sales inbox. Sending it does not affect their ranking.

Before you reach out

What RankGlobal holds on file for Voxel, and the three things worth confirming directly once you're in touch.

Primary category
Computer Vision
Primary industry
Technology, Software & Digital Infrastructure
Typical budget
$100K+
Team size
50-100 employees
  1. 1
    Name the use case

    Say which Computer Vision problem you are evaluating, so the research team can route your message accurately.

  2. 2
    Pressure-test the budget band

    The $100K+ band on file is a profile-level figure. Ask what a scope like yours actually lands at.

  3. 3
    Ask for a reference

    Request a client reference in Technology, Software & Digital Infrastructure — the strongest industry signal on this profile.

Enquire about Voxel

Three fields. Anything longer belongs on the full contact page, linked below.