Skip to content
New: the dataset now includes 2,277 company profiles and every supplied review record. See the methodology →
◎ RankGlobal mapped
meldCX logo

meldCX

Computer Vision · Edge AI & IoTMelbourne, AustraliaFounded 2016

meldCX delivers AI-powered intelligent-edge solutions, offering machine-vision analytics and low-code building blocks to help organizations rapidly deploy and manage commercial devices.

4.8
Average rating
12
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
Computer Vision
Team size
50-100 employees
Typical budget
$100K+
Primary industry
Transportation, Logistics & Supply Chain
Provider overview

A clear view of what meldCX does best.

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

Company profile
Computer Vision provider for Transportation, Logistics & Supply Chain

meldCX delivers AI-powered intelligent-edge solutions, offering machine-vision analytics and low-code building blocks to help organizations rapidly deploy and manage commercial devices. RankGlobal maps its primary capability to Computer Vision within Computer Vision, with supporting relevance to Edge AI & IoT, Retail Shelf Analytics. Its strongest supplied industry signals align with Aviation & Airlines, Grocery & Supermarkets.

See how this profile was mapped →
Primary AI category
Computer Vision
Strongest industry signal
Transportation, Logistics & Supply Chain
Engagement profile·$100K+·50-100 employees·Service
Mapped capabilities · 2 categories
Technology

Platforms, methods and technical signals

Machine-vision analyticsEdge AI

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

Expertise

Named expertise on file

  • Viana™ Vision Analytics

    Delivering a comprehensive vision platform that anonymizes and tracks person-based data for retail and public space insights.

    Viana AIAnonymous TrackingComputer Vision
  • meldCX Core Platform

    Engineering a "single pane of glass" to manage thousands of edge devices, digital signs, and IoT sensors from one central dashboard.

    Edge ManagementIoT OrchestrationDevice Monitoring
  • Hybrid-Cloud Edge Computing

    Utilizing Microsoft Azure and high-performance hardware to process vision data locally, ensuring privacy and low-latency feedback.

    Hybrid CloudEdge AIPrivacy-by-Design
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of meldCX, 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
97/100
Strong evidence
56th percentile of 494 peers · peer median 100
Profile coverage100
Taxonomy density90
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 breadth11 · median 21
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
Computer Vision100%
Edge AI & IoT96%

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

Mapped industries
2 industries on the map
2
Retail, Wholesale & Consumer Goods50%
Transportation, Logistics & Supply Chain50%

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

Evidence mix
Mapping grades
Direct55% · 6
Supported36% · 4
Related9% · 1

Imported mapping grades across 11 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

meldCX 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 · P4 industry breadth
Strongest signals
Evidence-backed strength in Computer Vision is the profile's clearest signal in the mapped taxonomy.
Best user fit
Transportation, Logistics & Supply Chain 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 →
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.

2 mapped subindustries
Direct
Grocery & Supermarkets

Source industry: Retail & Grocery

88% mapping confidence
Direct · Primary
Aviation & Airlines

Source industry: Public Spaces & Aviation

88% mapping confidence
Client feedback

What clients say.

Reviews and ratings published for this provider.

meldCX has helped us accelerate how we reach our clients, and how we deliver a service that will meet and exceed their needs

David O'Rourke, CEO

The meldCX solution will help businesses build and use innovative AI solutions to deliver entirely new customer experiences in physical environments.

Shirley Strachan, GM Microsoft Azure IoT
5
Revolutionary AI Analytics for Digital Signage

meldCX and Viana are a revolution for digital signage. We now know exactly who is looking at our ads and for how long.

Retail Ops Mgr
5
Real-Time Sentiment Tracking via Edge AI

Outstanding edge AI. They turned our kiosks into intelligent sensors that track customer sentiment in real-time.

CTO, Global Brand
5
Bridging Online Data and In-Store Behavior

A culture of 'Physical Analytics'. We help brands bridge the gap between online data and in-store customer behavior.

Senior Architect
5
Fast Self-Checkout with AI Fraud Prevention

meldCX provided the 'AI muscle' for our self-checkout. Their vision AI prevents fraud while keeping the UX fast.

Verified Client
5
Global Deployment of Complex AI Models

Highly collaborative. Their platform makes it easy to deploy complex AI models to thousands of devices globally.

Product Manager
5
Intelligent Interactive AI Customer Journeys

meldCX bridges the gap between traditional digital signage and intelligent, interactive customer journeys flawlessly.

Innovation Lead
5
Industry-Leading Partner for Retail AI Transformation

A strategic partner for retail transformation. Their AI delivery and Viana analytics are industry-leading.

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 meldCX, and the three things worth confirming directly once you're in touch.

Primary category
Computer Vision
Primary industry
Transportation, Logistics & Supply Chain
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 Transportation, Logistics & Supply Chain — the strongest industry signal on this profile.

Enquire about meldCX

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