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

Arcanum AI

LLM Agents & RAG · Conversational AI · MLOps & InfrastructureAuckland, New ZealandFounded 2018

Arcanum AI is a New Zealand based company providing an AI platform for SMBs to increase profitability and productivity through AI assistants like Numa, automating back office tasks and documents.

4.9
Average rating
14
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
LLM Agents & RAG
Team size
1-10 employees
Typical budget
$50K - $150K
Primary industry
Professional & Business Services
Provider overview

A clear view of what Arcanum AI does best.

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

Company profile
LLM Agents & RAG provider for Professional & Business Services

Arcanum AI is a New Zealand based company providing an AI platform for SMBs to increase profitability and productivity through AI assistants like Numa, automating back office tasks and documents. RankGlobal maps its primary capability to Generative AI Development within LLM Agents & RAG, with supporting relevance to Large Language Models, AI Platform Engineering. Its strongest supplied industry signals align with Technology Consulting, FinTech Platforms.

See how this profile was mapped →
Primary AI category
LLM Agents & RAG
Strongest industry signal
Professional & Business Services
Engagement profile·$50K - $150K·1-10 employees·Service
Mapped capabilities · 6 categories
Technology

Platforms, methods and technical signals

Generative AILarge Language ModelsAmazon QAWS CloudNuma AI Platform

Tools and platforms named in Arcanum AI's supplied company profile.

Expertise

Named expertise on file

  • Numa Chat Assistant

    An enterprise-grade AI assistant that enables finance and operations teams to query business data in natural language.

    NumaChat AINLU
  • Meetings Analyser

    Utilizing AI to transcribe, summarize, and extract actionable insights from corporate meetings automatically.

    Productivity AISummarizationTranscription
  • Policy Drafter & Reviewer

    Automating the creation and checking of corporate policies to ensure consistency and compliance with regulations.

    Document AutomationComplianceDrafting
  • Amazon Q Deployment

    Specializing in the strategic rollout of Amazon Q to empower employees with generative AI productivity tools.

    Amazon QGenAI RolloutWorkforce Efficiency
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

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

Primary feed set
LLM Agents & RAG
Compared with
933 providers
Evidence signals used
3 signals
Publication status
Published
Structured evidence signal
100/100
Strong evidence
60th percentile of 933 peers · peer median 100
Profile coverage100
Taxonomy density100
Review signal100
Peer benchmark
How the profile compares

LLM Agents & RAG among 933 published providers

Average rating4.87 · median 4.83
Mapped reviews14 · median 10
Profile completeness100% · median 100%
Taxonomy breadth21 · median 21
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
LLM Agents & RAG100%
Conversational AI96%
MLOps & Infrastructure96%
Natural Language Processing96%

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

Mapped industries
2 industries on the map
2
Professional & Business Services67%
Financial Services & Insurance33%

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

Evidence mix
Mapping grades
Direct43% · 9
Supported52% · 11
Adjacent5% · 1

Imported mapping grades across 21 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

Arcanum AI presents as a strong evidence profile for LLM Agents & RAG. It ranks in the 60th percentile of 933 published providers in LLM Agents & RAG, and 14 reviews back the commercial profile.

Current positioning: P60 evidence quality · P52 industry breadth
Strongest signals
Evidence-backed strength in LLM Agents & RAG is the profile's clearest signal in the mapped taxonomy.
Best user fit
Professional & Business Services buyers evaluating LLM Agents & RAG 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
14
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.

3 mapped subindustries
Client feedback

What clients say.

Reviews and ratings published for this provider.

We used to find out if a project was profitable months after we'd finished — sometimes too late. Now we have near real-time profitability and can adjust as we go.

Rik Flowerday

We see the value and potential of using AI technology as a powerful solution to enhance our offerings, increase our capacity, and support our business goals

Nick Roberts, CEO

The human aspect of working with a local company that can hold our hand along the way has been invaluable. Numa is changing the way we do things for the better, helping us peel back layers of efficiency one at a time

Emma Johnston, General Manager

Numa is incredible - it's saved us weeks of effort and improves the relationship with our largest clients

Luke Lee, Managing Director
5
Bridging AI Research and SOC Reality via Exceptional Communication

Exceptional communication. They bridge the gap between AI research and SOC reality.

Support Lead
5
Securing AI Operations via Realistic Grounded Security Blueprints

Their AI Security blueprint is grounded in operational reality. No vaporware here.

CISO, Fintech
5
Eliminating Manual Bottlenecks via Structured AI Optimization

They identify manual bottlenecks that LLMs alone can't fix. A very structured approach.

CTO, GovTech
5
Driving Human-Centric AI Augmentation and Talent Amplification

Focus on human-centric augmentation. They amplify our talent rather than trying to replace it.

Innovation VP
5
Mastering AI Threat Protection via Deep Offensive Security Roots

Deep offensive security roots. They understand how attackers use AI better than anyone.

Tech Lead

10 mapped reviews · 14 published quotes

Showing 9 of 14, ranked by display order then recency.

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

Ratings aggregate 14 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 Arcanum AI, and the three things worth confirming directly once you're in touch.

Primary category
LLM Agents & RAG
Primary industry
Professional & Business Services
Typical budget
$50K - $150K
Team size
1-10 employees
  1. 1
    Name the use case

    Say which LLM Agents & RAG 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 Professional & Business Services — the strongest industry signal on this profile.

Enquire about Arcanum AI

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