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Invisible AI

Computer Vision · Automation & Workflow · Edge AI & IoTPalo Alto, USAFounded 2018

Invisible AI provides a visual intelligence platform for manufacturing, using edge-based computer vision to monitor assembly lines, ensure operator safety, and improve productivity through real-time process tracking and analysis.

4.8
Average rating
12
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
Computer Vision
Team size
10-25 employees
Typical budget
$100K+
Primary industry
Manufacturing & Industrial
Provider overview

A clear view of what Invisible AI does best.

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

Company profile
Computer Vision provider for Manufacturing & Industrial

Invisible AI provides a visual intelligence platform for manufacturing, using edge-based computer vision to monitor assembly lines, ensure operator safety, and improve productivity through real-time process tracking and analysis. RankGlobal maps its primary capability to Computer Vision within Computer Vision, with supporting relevance to AI Integration, Edge Computer Vision. Its strongest supplied industry signals align with General Manufacturing, Automotive Manufacturing.

See how this profile was mapped →
Primary AI category
Computer Vision
Strongest industry signal
Manufacturing & Industrial
Engagement profile·$100K+·10-25 employees·Service
Mapped capabilities · 3 categories
Technology

Platforms, methods and technical signals

Edge ComputingComputer VisionEmbedded AI

Tools and platforms named in Invisible AI's supplied company profile.

Expertise

Named expertise on file

  • ision Execution System (VES)

    Delivering an entirely on-premise, NVIDIA-powered AI chipset and depth-sensing camera system that digitizes the physical factory floor in real-time.

    VESEdge Computer VisionOn-premise AI
  • Workforce Productivity & Ergonomics

    Engineering intelligent agent cameras that monitor human motion to detect outlier cycles, correct bottlenecks, and proactively prevent workplace injuries.

    Ergonomics MonitorProductivity AITime Studies
  • MES/PLC Integration

    Utilizing depth data to integrate workforce movement directly with manufacturing execution systems (MES) for a holistic view of plant activities.

    PLC IntegrationIndustry 4.0Plant Floor Analytics
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of Invisible AI, 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 rating4.84 · median 4.84
Mapped reviews12 · median 10
Profile completeness100% · median 100%
Taxonomy breadth16 · median 21
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
Computer Vision100%
Automation & Workflow96%
Edge AI & IoT96%

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

Mapped industries
3 industries on the map
3
Automotive & Mobility33%
Manufacturing & Industrial33%
Travel, Hospitality & Food Service33%

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

Evidence mix
Mapping grades
Direct56% · 9
Supported38% · 6
Adjacent6% · 1

Imported mapping grades across 16 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

Invisible AI presents as a strong evidence profile for Computer Vision. It ranks in the 56th percentile of 494 published providers in Computer Vision, and 12 reviews back the commercial profile.

Current positioning: P56 evidence quality · P27 industry breadth
Strongest signals
Evidence-backed strength in Computer Vision is the profile's clearest signal in the mapped taxonomy.
Best user fit
Manufacturing & Industrial 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
12
Reviews
4.8
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.

3 mapped subindustries
Client feedback

What clients say.

Reviews and ratings published for this provider.

Invisible AI has been a great partner for Toyota as we work toward building the manufacturing processes of the future.

Advanced Technology Engineer

Invisible AI is not only helping us find opportunities for improvement on the assembly lines, but we're also constantly finding new use cases for their technology such as ergonomics analysis to proactively prevent injuries.

Advanced Technology Engineer
5
Identifying AI-Safety-Risks via Specialized Invisible AI AI

Invisible AI is a revolution for the floor. Their cameras identify safety risks and assembly errors in real-time.

Factory Manager
5
Optimizing AI-Cycle-Times via Exceptional Strategic AI

Outstanding edge computing. Their 'AI-in-a-box' runs locally, ensuring privacy while optimizing our cycle times.

CTO, Automotive
5
Building AI-Actionable-Vision via Specialized Professional AI

A culture of 'Actionable Vision'. We build AI that can see what a person is doing and provide instant feedback to improve safety.

Senior CV Eng
5
Providing AI-Visual-Brains via Specialized Reliable AI

Invisible AI provided the 'Visual Brains' for our manufacturing line. They cut our defect rate by 15% in just 3 months.

Verified Client
5
Solving AI-Blind-Spot-Problems via Specialized Effective AI

Highly collaborative. They help us use AI to solve 'Blind Spot' problems on the production line that manual QC missed.

Product Manager
5
Bridging AI-Intelligent-Autonomous-Manufacturing-Flows via Specialized High-ROI AI

Invisible AI bridges the gap between raw video feeds and intelligent, autonomous manufacturing flows flawlessly.

Innovation Mgr
5
Delivering AI-Deliveries via Reliable Specialized AI

A strategic partner for Industry 4.0. Their AI delivery and vision engineering are truly world-class.

Digital Strategist

10 mapped reviews · 12 published quotes

Showing 9 of 12, ranked by display order then recency.

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

Ratings aggregate 12 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 Invisible AI, and the three things worth confirming directly once you're in touch.

Primary category
Computer Vision
Primary industry
Manufacturing & Industrial
Typical budget
$100K+
Team size
10-25 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 Manufacturing & Industrial — the strongest industry signal on this profile.

Enquire about Invisible AI

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