Skip to content
New: the dataset now includes 2,966 company profiles and every supplied review record. See the methodology →
RankGlobal mapped
Omdena logo

Omdena

LLM Agents & RAG · AI Ethics & Governance · Automation & WorkflowPalo Alto, United States

Omdena is based in Palo Alto, USA and works in AI Agents for Home Services & Maintenance, with further work in MLOps & Infrastructure and Predictive Analytics.

Average rating
—
Reviews
0
Profile coverage
80%
Evidence percentile
P75

Profile updated · Request a correction

Company & commercials

Primary category
LLM Agents & RAG
Team size
Not disclosed
Typical budget
Not disclosed
Primary industry
Personal, Household & Community Services
Contact provider →Visit website ↗
Overview

What Omdena does best.

About

LLM Agents & RAG provider for Personal, Household & Community Services

A global collaborative platform where data scientists use AI to solve real-world social and environmental problems through community-driven technology projects. Its own website shows its strongest capability in AI Agents within LLM Agents & RAG, alongside Large Language Models and Retrieval-Augmented Generation. The industry it describes most is Home Services & Maintenance.

Service model·Service
Primary AI categoryLLM Agents & RAG
Benchmarked against 1,860 providers in this category.
Primary industryPersonal, Household & Community Services
Technology stack

5 platforms & methods

Bars show how many mapped capabilities use each one.

  • Machine Learning1 capability
  • Computer Vision1 capability
  • Natural Language Processing1 capability
  • Generative AI1 capability
  • Deep Learning1 capability
RankGlobal provider intelligence

Evidence report

How Omdena compares with peers on evidence, reviews and coverage.

Analyst brief · Published
CategoryLLM Agents & RAG
Compared with1,860 providers
Signals3 signals
Status● Published
Evidence score
71/100
Moderate evidence75th percentile of 1,860 peers · peer median 70
Profile coverage80
Taxonomy density100
Review signal0
Peer benchmarkHow the profile comparesLLM Agents & RAG among 1,860 published providers
Average rating0.00 · median 4.89
Independent reviews0 · median 0
Profile completeness80% · median 70%
Taxonomy breadth42 · median 20
This profile Peer median
Signal radarMulti-dimensional evidence
Independent reviewsCoverageBreadth
This profile (percentile) Peer median
Industries7 industries
Environmental & Sustainability Services27%
Education & Research18%
Personal, Household & Community Services18%
Financial Services & Insurance9%
Nonprofit, Associations & Social Impact9%
Other18%
Share of mapped industries, not share of work or revenue.
Evidence mixMapping grades
79%Direct · 33 mappings
21%Supported · 9 mappings
Grades across 42 mappings. Not a search ranking.
Analyst summary

What the evidence says

Omdena presents as a moderate evidence profile for LLM Agents & RAG. It ranks in the 75th percentile of 1,860 published providers in LLM Agents & RAG, and no reviews on the profile yet.

Current positioning: P75 evidence quality · P87 industry breadth
Strongest signalsEvidence-backed strength in LLM Agents & RAG is the profile's clearest signal in the mapped taxonomy.
Best user fitPersonal, Household & Community Services buyers evaluating LLM Agents & RAG across engagement sizes.
Confirm before engagementConfirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
How this report is calculated →
Capabilities

AI capabilities.

AI category · 1 / 12

AI Ethics & Governance

—
DirectSupportedRelatedAdjacentOne of 934 providers in this category
Compare AI Ethics & Governance providers →
Technology used

None of the listed technologies is specific to AI Ethics & Governance.

Mapping source · https://www.omdena.com/ai-capacity-building — “ent, not just theory. Production-aware Reviewed with evidence PROGRAM Responsible AI Fairness, safety and governance baked into how the team learns to bui”

Featured 12 of 31 capabilities, ranked by mapping grade then confidence.

Industry experience · 7 industries · 11 subindustries

Industries served.

7 Core0 Adjacent · discovery only
Client feedback

What clients say.

Testimonial
Extremely promising project results, not just for Save the Children, but for the entire field of actors.
JZJohn Zoltner, Senior Advisor, Technology for Development & InnovationSave the ChildrenFrom the firm’s website1 / 3
3 reviews

Worked with Omdena? Review them → Every reviewer is verified by RankGlobal.

Methodology

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.

  1. T1AuthoritativeTypical evidenceRegulators, registries, certifications, signed client evidence.Scoring useHighest evidentiary weight
  2. T2IndependentTypical evidenceCredible media, industry bodies, partner directories, third-party datasets.Scoring useStrong with attribution and recency
  3. T3Provider-controlledTypical evidenceCompany site, case studies, press releases, structured submissions.Scoring useAccepted as a claim; verification raises weight
  4. T4Discovery-onlyTypical evidenceDirectory listings, aggregations, and early discovery signals.Scoring useUsed 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 outKey facts, and three things to confirm once you're in touch.
Primary category
LLM Agents & RAG
Primary industry
Personal, Household & Community Services
Typical budget
Not disclosed
Team size
Not disclosed
  1. 1Name the use caseSay which LLM Agents & RAG problem you are evaluating, so the research team can route your message accurately.
  2. 2Pressure-test the budget bandNo budget band is on file. Ask what a scope like yours typically lands at.
  3. 3Ask for a referenceRequest a client reference in Personal, Household & Community Services — the strongest industry signal on this profile.
Still comparing? Re-read the mapping evidence or go back to all providers.

Enquire about Omdena

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

Is this your company? Claim this profile →