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◎ RankGlobal mapped

Emesent

Edge AI & IoT · Computer VisionNew York, USAFounded 1995

Emesent is a leader in autonomous mapping and LiDAR technology, providing the GX1 scanner and Hovermap platform for high-accuracy 3D data capture in challenging, GPS-denied environments like mines and tunnels.

4.8
Average rating
12
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
Edge AI & IoT
Team size
250+ employees
Typical budget
$100K+
Primary industry
Mining, Metals & Natural Resources
Provider overview

A clear view of what Emesent does best.

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

Company profile
Edge AI & IoT provider for Mining, Metals & Natural Resources

Emesent is a leader in autonomous mapping and LiDAR technology, providing the GX1 scanner and Hovermap platform for high-accuracy 3D data capture in challenging, GPS-denied environments like mines and tunnels. RankGlobal maps its primary capability to Digital Twins within Edge AI & IoT, with supporting relevance to Edge AI & IoT, On-Device AI. Its strongest supplied industry signals align with Mining & Quarrying, Construction & Contracting, Public Safety & Emergency Services.

See how this profile was mapped →
Primary AI category
Edge AI & IoT
Strongest industry signal
Mining, Metals & Natural Resources
Engagement profile·$100K+·250+ employees·Product
Mapped capabilities · 2 categories
Technology

Platforms, methods and technical signals

LiDARSLAMAutonomous Robotics

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

Expertise

Named expertise on file

  • Hovermap (Autonomous LiDAR)

    Delivering award-winning SLAM-based LiDAR mapping that allows drones to fly autonomously in GPS-denied, hazardous environments.

    LiDARSLAMAutonomous Flight
  • 3D Data Capture & Visualization

    Engineering high-density, survey-grade point clouds for complex underground and indoor spaces.

    Digital Twins3D MappingGeospatial
  • Autonomous Navigation

    Utilizing on-device AI for real-time obstacle avoidance and path planning in "dark" or complex environments like mines.

    Edge AIRoboticsAutonomy
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of Emesent, 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
100/100
Strong evidence
55th percentile of 351 peers · peer median 100
Profile coverage100
Taxonomy density100
Review signal100
Peer benchmark
How the profile compares

Edge AI & IoT among 351 published providers

Average rating4.82 · median 4.84
Mapped reviews12 · median 10
Profile completeness100% · median 100%
Taxonomy breadth15 · median 21
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
Edge AI & IoT96%
Computer Vision80%

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

Mapped industries
3 industries on the map
3
Mining, Metals & Natural Resources50%
Construction, Real Estate & Built Environment25%
Government & Public Sector25%

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

Evidence mix
Mapping grades
Direct53% · 8
Supported33% · 5
Related7% · 1
Adjacent7% · 1

Imported mapping grades across 15 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

Emesent 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 12 reviews back the commercial profile.

Current positioning: P55 evidence quality · P21 industry breadth
Strongest signals
Evidence-backed strength in Edge AI & IoT is the profile's clearest signal in the mapped taxonomy.
Best user fit
Mining, Metals & Natural Resources 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
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.

4 mapped subindustries
Direct · Primary
Mining & Quarrying

Source industry: Mining

98% mapping confidence
Direct
Construction & Contracting

Source industry: Construction & Infrastructure

88% mapping confidence
Direct
Public Safety & Emergency Services

Source industry: Public Safety & Geospatial

88% mapping confidence
Client feedback

What clients say.

Reviews and ratings published for this provider.

Without doubt, the ability of Hovermap to enter areas that are completely inaccessible, capture data, and return to safety - autonomously - opens up new opportunities for mine incident analysis and response.

Matt Mackinnon, Founder and President

A job that we might have been on for 3 or 4 days doing TLS might require 4 or 5 hours of scanning, plus setup time. With Emesent technology, you're on and off site in one day.

John Philipp, Director and Spatial Solutions Manager
5
Mapping Underground Terrains via Specialized Hovermap AI

Hovermap is the gold standard for underground mapping. The autonomy and data quality in GPS-denied environments are unrivaled.

Mining Engineer
5
Processing LiDAR Data via Exceptional Strategic AI

Outstanding LiDAR data processing. Their SLAM algorithms are incredibly robust and handle complex terrains with ease.

CTO, Surveying
5
Solving Autonomy Problems via Specialized Professional AI

An intellectually stimulating environment. We are solving the hardest problems in drone autonomy and spatial data.

Senior Developer
5
Integrating BIM Workflows via Specialized Reliable AI

Exceptional support from their technical teams. They helped us integrate Hovermap into our existing BIM workflows seamlessly.

Verified Client
5
Synergizing Industrial Drones via Specialized Effective AI

Emesent provides the 'eyes' for industrial drones. Their hardware and software synergy is world-class.

Product Manager
5
Focusing Technical Rigors via Specialized High-ROI AI

Working on the cutting edge of SLAM and AI. The focus on technical rigor and innovation is part of the DNA here.

Data Scientist
5
Partnering Ambitious Projects via Reliable Specialized AI

A strategic partner for our digital twin strategy. Emesent provides the high-fidelity data we need for our most ambitious projects.

Innovation Lead

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

Primary category
Edge AI & IoT
Primary industry
Mining, Metals & Natural Resources
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 Mining, Metals & Natural Resources — the strongest industry signal on this profile.

Enquire about Emesent

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