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Red Marble AI

LLM Agents & RAG · AI Ethics & Governance · Automation & WorkflowMelbourne, Australia

Red Marble AI is based in Melbourne, Australia and works in Generative AI Development for Procurement & Sourcing Services, with further work in AI Ethics & Governance 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
Professional & Business Services
Contact provider →Visit website ↗
Overview

What Red Marble AI does best.

About

LLM Agents & RAG provider for Professional & Business Services

Red Marble AI is an Australian specialist building intuitive software powered by artificial intelligence. They solve complex business problems through predictive analytics, generative AI solutions, and robust governance frameworks today. Its own website shows its strongest capability in Generative AI Development within LLM Agents & RAG, alongside AI Agents and Embedding Systems. The industry it describes most is Procurement & Sourcing Services.

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

5 platforms & methods

Bars show how many mapped capabilities use each one.

  • Generative AI1 capability
  • Machine Learning1 capability
  • Predictive Analytics1 capability
  • Data Science1 capability
  • AI OpsProfile only
RankGlobal provider intelligence

Evidence report

How Red Marble AI 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 breadth26 · median 20
This profile Peer median
Signal radarMulti-dimensional evidence
Independent reviewsCoverageBreadth
This profile (percentile) Peer median
Industries7 industries
Mining, Metals & Natural Resources25%
Construction, Real Estate & Built Environment13%
Education & Research13%
Legal, Risk & Compliance13%
Professional & Business Services13%
Other25%
Share of mapped industries, not share of work or revenue.
Evidence mixMapping grades
92%Direct · 24 mappings
8%Supported · 2 mappings
Grades across 26 mappings. Not a search ranking.
Analyst summary

What the evidence says

Red Marble AI 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 · P63 industry breadth
Strongest signalsEvidence-backed strength in LLM Agents & RAG is the profile's clearest signal in the mapped taxonomy.
Best user fitProfessional & Business 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://redmarble.ai/ai-governance — “AI Governance - Red Marble Opens in a new tab Services AI Governance Case Studies A”

Featured 12 of 18 capabilities, ranked by mapping grade then confidence.

Industry experience · 7 industries · 8 subindustries

Industries served.

7 Core0 Adjacent · discovery only
  • 95%

    https://redmarble.ai/ — “r improvement. Manage Third Party AI Risk We offer checklists to help Procurement teams assess the value or risk of third-party AI products and determi”

Client feedback

What clients say.

Testimonial
We didn't realise how important an integrated and human-centric approach is to the success of Artificial Intelligence solutions until we worked with Red Marble.
DDownerFrom the firm’s website1 / 3
3 reviews

Worked with Red Marble AI? Review them → Every reviewer is verified by RankGlobal.

Evidence · 2 sources

Sources behind this profile.

The RankGlobal Research Team opened each page and checked that it names Red Marble AI. Pages on Red Marble AI's own website are provider-supplied.

Case studies

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 →
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Before you reach outKey facts, and three things to confirm once you're in touch.
Primary category
LLM Agents & RAG
Primary industry
Professional & Business 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 Professional & Business Services — the strongest industry signal on this profile.
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