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◎ RankGlobal mapped

Hacarus

Computer Vision · Edge AI & IoT · Automation & WorkflowKyoto, JapanFounded 2014

HACARUS builds next-generation AI tools that turn small, high-quality data and human expertise into visual inspection, hazard prediction and automation solutions for the manufacturing, construction, and infrastructure industries worldwide.

4.9
Average rating
10
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
Computer Vision
Team size
25-50 employees
Typical budget
$50K - $150K
Primary industry
Construction, Real Estate & Built Environment
Provider overview

A clear view of what Hacarus does best.

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

Company profile
Computer Vision provider for Construction, Real Estate & Built Environment

HACARUS builds next-generation AI tools that turn small, high-quality data and human expertise into visual inspection, hazard prediction and automation solutions for the manufacturing, construction, and infrastructure industries worldwide. RankGlobal maps its primary capability to Computer Vision within Computer Vision, with supporting relevance to Defect Detection, Visual Inspection. Its strongest supplied industry signals align with Construction & Contracting, General Manufacturing.

See how this profile was mapped →
Primary AI category
Computer Vision
Strongest industry signal
Construction, Real Estate & Built Environment
Engagement profile·$50K - $150K·25-50 employees·Service
Mapped capabilities · 4 categories
Technology

Platforms, methods and technical signals

Sparse modelingComputer visionEdge AI

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

Expertise

Named expertise on file

  • Visual Inspection Solution

    AI‑powered visual inspection platform that automates detection of defects in precision manufacturing with sparse‑data learning

    AI visual inspectionsparse modelingcomputer visiondefect detectionautomation
  • Hazard Prediction Support

    AI application for hazard prediction (“KY”) activities to identify risks and streamline safety planning in construction and industrial sites

    hazard predictionworkplace safetyrisk support appconstruction safetyAI‑assisted KY activities
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of Hacarus, 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 rating4.87 · median 4.84
Mapped reviews10 · median 10
Profile completeness100% · median 100%
Taxonomy breadth18 · median 21
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
Computer Vision100%
Edge AI & IoT96%
Automation & Workflow76%
Predictive Analytics76%

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

Mapped industries
2 industries on the map
2
Manufacturing & Industrial67%
Construction, Real Estate & Built Environment33%

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

Evidence mix
Mapping grades
Direct39% · 7
Supported56% · 10
Adjacent6% · 1

Imported mapping grades across 18 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

Hacarus presents as a strong evidence profile for Computer Vision. It ranks in the 56th percentile of 494 published providers in Computer Vision, and 10 reviews back the commercial profile.

Current positioning: P56 evidence quality · P35 industry breadth
Strongest signals
Evidence-backed strength in Computer Vision is the profile's clearest signal in the mapped taxonomy.
Best user fit
Construction, Real Estate & Built Environment buyers evaluating Computer Vision at a $50K - $150K engagement size.
Confirm before engagement
Confirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
Client feedback signals
10
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.

3 mapped subindustries
Direct · Primary
Construction & Contracting

Source industry: Construction

98% mapping confidence
Client feedback

What clients say.

Reviews and ratings published for this provider.

5
Training Precise AI Defect Models with Minimal Data Requirements

HACARUS Check changed our floor. We generated a precise defect model with only 20 high-quality images. Deep learning would’ve needed 10,000.

Quality Assurance Mgr
5
Enhancing Rare Disease Detection via High-Insight Medical AI

Their Medical AI core is vital for rare disease detection. We can extract diagnostic insights from low-resolution scans that other tools ignore.

Head of AI, Pharma
5
Achieving 99% Accuracy in Semiconductor Lines with Lightweight AI

The accuracy rate exceeds 99% in our semiconductor line. It integrates with our current hardware effortlessly—no massive server rack needed.

Plant Manager (Electronics)
5
Optimizing Edge AI Performance via Ultra-Low Power Sparse Modeling

Edge AI at its best. Because Sparse Modeling is lightweight, we run it on FPGA chips with ultra-low power consumption.

Embedded Systems Eng.
5
Cultivating Proactive Workplace Safety via AI Hazard Prediction

Using HACARUS KY for hazard prediction has turned a repetitive paper task into a proactive, smartphone-based safety culture.

Site Safety Officer
5
Advancing Explainable AI for Detailed Defect Analysis and Reasoning

We are an R&D-driven lab. Our mission is making AI 'Explainable.' When our model flags a defect, it tells the engineer exactly why.

Internal Data Scientist
5
Enabling No-Code AI Inspection Model Building for Industrial Operators

The HACARUS Check AI software is designed for the operator. No coding skills are required to build or refine new inspection models.

VP of Engineering
5
Predicting Long-Term Maintenance Needs via Complex AI System Analysis

Their ability to analyze causes and effects in complex systems has helped us predict facility maintenance needs months in advance.

Infrastructure Director
5
Reducing Re-Inspection Labor by 60% with Low-False-Positive AI

Minimal false positives. We reduced our manual re-inspection labor by 60% within the first six months of deployment.

Verified User (Professional)

10 published quotes on this profile.

Showing 9 of 10, ranked by display order then recency.

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

Ratings aggregate 10 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 Hacarus, and the three things worth confirming directly once you're in touch.

Primary category
Computer Vision
Primary industry
Construction, Real Estate & Built Environment
Typical budget
$50K - $150K
Team size
25-50 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 $50K - $150K 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 Construction, Real Estate & Built Environment — the strongest industry signal on this profile.

Enquire about Hacarus

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