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◎ RankGlobal mapped

GreyOrange

Edge AI & IoT · Automation & WorkflowSingapore,Founded 2012

GreyOrange is a global robotics and AI company that orchestrates warehouse, store, and supply chain operations using intelligent software and autonomous robots to continuously optimize fulfillment execution.

4.8
Average rating
10
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
Edge AI & IoT
Team size
250+ employees
Typical budget
$100K+
Primary industry
Transportation, Logistics & Supply Chain
Provider overview

A clear view of what GreyOrange does best.

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

Company profile
Edge AI & IoT provider for Transportation, Logistics & Supply Chain

GreyOrange is a global robotics and AI company that orchestrates warehouse, store, and supply chain operations using intelligent software and autonomous robots to continuously optimize fulfillment execution. RankGlobal maps its primary capability to Autonomous Mobile Robots within Edge AI & IoT, with supporting relevance to Robotics AI, Intelligent Automation. Its strongest supplied industry signals align with Logistics & Supply Chain Management, General Retail.

See how this profile was mapped →
Primary AI category
Edge AI & IoT
Strongest industry signal
Transportation, Logistics & Supply Chain
Engagement profile·$100K+·250+ employees·Product
Mapped capabilities · 2 categories
Technology

Platforms, methods and technical signals

RoboticsMulti-agent OrchestrationArtificial Intelligence

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

Expertise

Named expertise on file

  • GreyMatter Operating Fabric

    Delivering an AI orchestration layer that unifies people, robots, and systems across fulfillment centers, optimizing 1 million+ operations every minute.

    Multi-Agent OrchestrationGreyMatterOperating Fabric
  • GreyMatter DeepNav (Dynamic Path Planning)

    Engineering (via Google Cloud Vertex AI) an AI-powered solution for scaling autonomous robot fleets beyond 300+ units with real-time navigation in dynamic layouts.

    DeepNavAutonomous NavigationScale Robotics
  • Ranger Mobile Robots

    Utilizing a heterogeneous fleet of robots (assisted picking, pallet-moving) that adapt in real-time to shifting market demands and warehouse complexities.

    AMRHeterogeneous FleetsAdaptive Learning
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

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

Primary feed set
Edge AI & IoT
Compared with
351 providers
Evidence signals used
3 signals
Publication status
Published
Structured evidence signal
97/100
Strong evidence
55th percentile of 351 peers · peer median 100
Profile coverage100
Taxonomy density90
Review signal100
Peer benchmark
How the profile compares

Edge AI & IoT among 351 published providers

Average rating4.84 · median 4.84
Mapped reviews10 · median 10
Profile completeness100% · median 100%
Taxonomy breadth10 · median 21
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
Edge AI & IoT96%
Automation & Workflow80%

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
Direct30% · 3
Supported70% · 7

Imported mapping grades across 10 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

GreyOrange presents as a strong evidence profile for Edge AI & IoT. It ranks in the 55th percentile of 351 published providers in Edge AI & IoT, and 10 reviews back the commercial profile.

Current positioning: P55 evidence quality · P1 industry breadth
Strongest signals
Evidence-backed strength in Edge AI & IoT is the profile's clearest signal in the mapped taxonomy.
Best user fit
Transportation, Logistics & Supply Chain buyers evaluating Edge AI & IoT at a $100K+ engagement size.
Confirm before engagement
Confirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
Client feedback signals
10
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
Client feedback

What clients say.

Reviews and ratings published for this provider.

5
Real-Time AI Orchestration for Warehousing

GreyMatter is the brain of our warehouse. It orchestrates robots and humans with 99% accuracy in real-time.

VP Supply Chain
5
Optimizing Fleet Speed with AI

Outstanding Heterogeneous Fleet management. Their AI doesn't just move bots; it optimizes every pick for maximum speed.

CTO, Global Retail
5
Building the Fabric for Intelligent Warehousing

A culture of 'Real-World AI'. We are building the orchestration fabric that allows massive warehouses to think for themselves.

Senior Robotics Eng
5
Transformative AI-Driven Fulfillment Success

GreyOrange provided the 'AI roadmap' for our fulfillment. The 45% reduction in cost per unit was transformative.

Verified Client
5
AI Shopper Insights for Increased Sales

Highly collaborative. Their gStore platform uses AI-driven shopper insights that actually move the needle on sales.

Product Manager
5
Flawless Transition to Dynamic AI Automation

GreyOrange bridges the gap between static software and dynamic, AI-executed warehouse automation flawlessly.

Innovation Lead
5
Leading Benchmarks in Global Commerce AI

A strategic partner for global commerce. Their AI delivery and 'Commerce One' vision are industry benchmarks.

Digital Strategist
5
Precise Transition to Intelligent Networks

Professional and timely. They managed our transition to an intelligent, automated network with high precision.

Project Lead
5
Quality and Scalability in AI Datasets

A leader in real-world AI datasets. Their commitment to technical quality and scalability is second to none.

Tech VP

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

Primary category
Edge AI & IoT
Primary industry
Transportation, Logistics & Supply Chain
Typical budget
$100K+
Team size
250+ employees
  1. 1
    Name the use case

    Say which Edge AI & IoT 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 GreyOrange

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