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

Groundup.ai

Predictive Analytics · Computer Vision · Edge AI & IoTSingaporeFounded 2017

Groundup.ai specializes in industrial AI solutions, focusing on predictive maintenance and workplace safety. Their platform utilizes proprietary IoT sensors and computer vision to minimize unplanned downtime and prevent industry accidents.

4.9
Average rating
12
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
Predictive Analytics
Team size
10-25 employees
Typical budget
$50K - $150K
Primary industry
Transportation, Logistics & Supply Chain
Provider overview

A clear view of what Groundup.ai does best.

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

Company profile
Predictive Analytics provider for Transportation, Logistics & Supply Chain

Groundup.ai specializes in industrial AI solutions, focusing on predictive maintenance and workplace safety. Their platform utilizes proprietary IoT sensors and computer vision to minimize unplanned downtime and prevent industry accidents. RankGlobal maps its primary capability to Predictive Analytics within Predictive Analytics, with supporting relevance to Predictive Maintenance, Computer Vision. Its strongest supplied industry signals align with Logistics & Supply Chain Management, General Manufacturing.

See how this profile was mapped →
Primary AI category
Predictive Analytics
Strongest industry signal
Transportation, Logistics & Supply Chain
Engagement profile·$50K - $150K·10-25 employees·Service
Mapped capabilities · 3 categories
Technology

Platforms, methods and technical signals

Industrial AIIoT SensorsComputer Vision

Tools and platforms named in Groundup.ai's supplied company profile.

Expertise

Named expertise on file

  • Cognitive Maintenance

    Utilizing sound and vibration sensors combined with ML to predict equipment failure before it causes downtime.

    Predictive MaintenanceAcoustic AIIIoT
  • Cognitive Safety

    Implementing computer vision and sensor data to detect workplace hazards and ensure PPE compliance.

    Safety AIHazard DetectionCompliance
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

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

Primary feed set
Predictive Analytics
Compared with
946 providers
Evidence signals used
3 signals
Publication status
Published
Structured evidence signal
100/100
Strong evidence
58th percentile of 946 peers · peer median 100
Profile coverage100
Taxonomy density100
Review signal100
Peer benchmark
How the profile compares

Predictive Analytics among 946 published providers

Average rating4.89 · median 4.84
Mapped reviews12 · median 10
Profile completeness100% · median 100%
Taxonomy breadth19 · median 20
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
Predictive Analytics100%
Computer Vision96%
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
Transportation, Logistics & Supply Chain50%
Manufacturing & Industrial33%
Personal, Household & Community Services17%

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

Evidence mix
Mapping grades
Direct47% · 9
Supported32% · 6
Adjacent21% · 4

Imported mapping grades across 19 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

Groundup.ai presents as a strong evidence profile for Predictive Analytics. It ranks in the 58th percentile of 946 published providers in Predictive Analytics, and 12 reviews back the commercial profile.

Current positioning: P58 evidence quality · P45 industry breadth
Strongest signals
Evidence-backed strength in Predictive Analytics is the profile's clearest signal in the mapped taxonomy.
Best user fit
Transportation, Logistics & Supply Chain buyers evaluating Predictive Analytics 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
12
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.

6 mapped subindustries
Client feedback

What clients say.

Reviews and ratings published for this provider.

Production lines also deserve to introduce up-to-date technology. With Groundup.ai, the implementation was much easier and more affordable than the other competitors in the market.

Mohammed Wasfi, Technical & Supply Chain Director

I've experienced first-hand the pain associated with sudden machine breakdowns. If I can get the information way beforehand on what defects are going to occur, I can react accordingly.

Eugene Lee, Lead Engineer
5
Reducing Downtime by 40% via Strategic AI Predictive Maintenance

Turned maintenance from a cost center to a strategic advantage. Our downtime is down 40%.

Maintenance Head
5
Preventing Failures via Specialized Acoustic AI Anomaly Identification

The 'GINA' platform is incredible. It identifies anomalies in machine sound before failures occur.

CTO, Manufacturing
5
Simplifying Predictive Maintenance via Proprietary Elite AI Sound Sensors

Their IoT sound sensors are proprietary and elite. Implementation was easier than the big competitors.

Innovation VP
5
Enhancing Maritime Reliability via Specialized Cognitive AI Maintenance

Cognitive maintenance at its best. They provide universal fleet reliability standards for maritime.

Tech Lead
5
Eliminating Product Spoilage via Specialized AI Production Line Monitoring

Highly effective for preventing spoilage in beverage lines. Coca-Cola Saudi Arabia is a testament.

Product Mgr
5
Preventing High-Cost Equipment Failures via High-ROI AI Solutions

Significant ROI. We avoid unexpected system shutdowns and prevent high-cost equipment failures.

Finance Head
5
Ensuring Transit Excellence via Reliable AI-Powered Climate Maintenance

Reliable performance in Doha Metro. Their AI-powered climate control maintenance is flawless.

Ops Director

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

Primary category
Predictive Analytics
Primary industry
Transportation, Logistics & Supply Chain
Typical budget
$50K - $150K
Team size
10-25 employees
  1. 1
    Name the use case

    Say which Predictive Analytics 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 Transportation, Logistics & Supply Chain — the strongest industry signal on this profile.

Enquire about Groundup.ai

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