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◎ RankGlobal mapped

Omdena

Computer Vision · AI Ethics & Governance · LLM Agents & RAGPalo Alto, USAFounded 2019

A global collaborative platform where data scientists use AI to solve real-world social and environmental problems through community-driven technology projects. RankGlobal maps its primary capability to Computer Vision within Computer Vision, with supporting relevance to Generative AI Development, Natural Language…

4.9
Average rating
13
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
Computer Vision
Team size
101-250 employees
Typical budget
$5K - $15K
Primary industry
Environmental & Sustainability Services
Provider overview

A clear view of what Omdena does best.

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

Company profile
Computer Vision provider for Environmental & Sustainability Services

A global collaborative platform where data scientists use AI to solve real-world social and environmental problems through community-driven technology projects. RankGlobal maps its primary capability to Computer Vision within Computer Vision, with supporting relevance to Generative AI Development, Natural Language Processing. Its strongest supplied industry signals align with Environmental Consulting.

See how this profile was mapped →
Primary AI category
Computer Vision
Strongest industry signal
Environmental & Sustainability Services
Engagement profile·$5K - $15K·101-250 employees·Service
Mapped capabilities · 7 categories
Technology

Platforms, methods and technical signals

Human-centered agentic platformMachine LearningIBM watsonxComputer VisionNatural Language ProcessingGenerative AIDeep LearningCloud Platforms

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

Expertise

Named expertise on file

  • AI Innovation Program

    Collaborative environment where global teams build AI solutions for real-world impact.

    InnovationR&DCollaborative AI
  • Ethical AI implementation

    Ensuring that AI models are built with diverse data to prevent bias and ensure transparency.

    EthicsResponsible AIData Equity
  • Custom AI solutions

    End-to-end development of niche models for specific environmental and social challenges.

    Custom DevMachine LearningProblem Solving
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of Omdena, 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 rating4.90 · median 4.84
Mapped reviews13 · median 10
Profile completeness100% · median 100%
Taxonomy breadth31 · median 21
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
Computer Vision100%
AI Ethics & Governance96%
LLM Agents & RAG96%
Natural Language Processing96%

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

Mapped industries
5 industries on the map
5
Environmental & Sustainability Services64%
Aerospace, Defense & Space9%
Nonprofit, Associations & Social Impact9%
Personal, Household & Community Services9%
Travel, Hospitality & Food Service9%

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

Evidence mix
Mapping grades
Direct26% · 8
Supported39% · 12
Related3% · 1
Adjacent32% · 10

Imported mapping grades across 31 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

Omdena presents as a strong evidence profile for Computer Vision. It ranks in the 56th percentile of 494 published providers in Computer Vision, and 13 reviews back the commercial profile.

Current positioning: P56 evidence quality · P93 industry breadth
Strongest signals
Evidence-backed strength in Computer Vision is the profile's clearest signal in the mapped taxonomy.
Best user fit
Environmental & Sustainability Services buyers evaluating Computer Vision at a $5K - $15K engagement size.
Confirm before engagement
Confirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
Client feedback signals
13
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).

Explore capabilities
Mapping grades
Direct
Supported
Related
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.

11 mapped subindustries
Client feedback

What clients say.

Reviews and ratings published for this provider.

Extremely promising project results, not just for Save the Children, but for the entire field of actors.

John Zoltner, Senior Advisor, Technology for Development & Innovation

Collaborative AI enables robust AI solutions through sharing knowledge, perspectives, and promoting diversity and inclusion.

Kathryn M. Clifton, PhD, Global Data Analytics & Reporting Lead

Leveraging AI prediction for our ambitious goals of developing next-generation immunotherapies.

Andreas Regnery, Co-Founder
5
Revolutionary Collaborative AI for Rapid Disaster Response

Omdena’s collaborative model is revolutionary. They mobilized 50 AI engineers to build a localized disaster response model for us in just 8 weeks.

Innovation Lead (Global NGO)
5
Robust Crop Disease Detection via Diverse Collaborative AI

The diversity of the Omdena team meant we got a crop disease detection model that works across different climates and lighting conditions.

Startup Founder (AgriTech)
5
Rewarding MLOps Learning through Real-World Collaborative Projects

Working on an Omdena project is intense but rewarding. The real-world data and collaborative environment are better than any bootcamp for learning MLOps.

Senior Data Scientist (Participant)
5
High-Accuracy Ethical AI for Tracking Displacement

They provided us with a high-accuracy AI tool for tracking displacement. The transparent, ethical approach they take to data is a perfect fit for our mission.

Program Manager (UN Agency)
5
Superior AI Accuracy for Identifying Disease Outbreaks

Their AI models for identifying malaria outbreaks were significantly more accurate than our previous internal attempts. The power of 50 brains is real.

Head of Research (Health Org)
5
Pioneering AI for Good and Global Social Impact

Omdena is the best example of 'AI for Good.' They bridge the gap between talented engineers in emerging markets and global social challenges.

Verified User (Tech for Good)

10 mapped reviews · 13 published quotes

Showing 9 of 13, ranked by display order then recency.

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

Ratings aggregate 13 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 Omdena, and the three things worth confirming directly once you're in touch.

Primary category
Computer Vision
Primary industry
Environmental & Sustainability Services
Typical budget
$5K - $15K
Team size
101-250 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 $5K - $15K 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 Environmental & Sustainability Services — the strongest industry signal on this profile.

Enquire about Omdena

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