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

Vokke

MLOps & Infrastructure · LLM Agents & RAGMelbourne, AustraliaFounded 2015

Vokke is based in Melbourne, Victoria, Australia and works in Cloud AI Infrastructure for Fleet, Mobility & Micromobility Services, with further work in LLM Agents & RAG.

Average rating
4.8
Reviews
10
Profile coverage
100%
Evidence percentile
P92

Profile updated · Request a correction

Company & commercials

Primary category
MLOps & Infrastructure
Team size
10-49 employees
Typical budget
$50K - $150K
Primary industry
Automotive & Mobility
Contact provider →Visit website ↗
Overview

What Vokke does best.

About

MLOps & Infrastructure provider for Automotive & Mobility

Vokke is a software development firm that specializes in building bespoke business software and automating complex workflows, helping Australian companies improve efficiency and scale through custom-built digital solutions. Its own website shows its strongest capability in Cloud AI Infrastructure within MLOps & Infrastructure. The industry it describes most is Fleet, Mobility & Micromobility Services.

Service model·Service
Primary AI categoryMLOps & Infrastructure
Benchmarked against 1,351 providers in this category.
Primary industryAutomotive & Mobility
Technology stack

1 platforms & methods

Bars show how many mapped capabilities use each one.

  • Custom SoftwareProfile only
RankGlobal provider intelligence

Evidence report

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

Analyst brief · Published
CategoryMLOps & Infrastructure
Compared with1,351 providers
Signals3 signals
Status● Published
Evidence score
91/100
Strong evidence92nd percentile of 1,351 peers · peer median 70
Profile coverage100
Taxonomy density73
Review signal100
Peer benchmarkHow the profile comparesMLOps & Infrastructure among 1,351 published providers
Average rating4.80 · median 4.89
Independent reviews10 · median 0
Profile completeness100% · median 70%
Taxonomy breadth11 · median 20
This profile Peer median
Signal radarMulti-dimensional evidence
RatingIndependent reviewsCoverageBreadth
This profile (percentile) Peer median
Industries6 industries
Retail, Wholesale & Consumer Goods29%
Aerospace, Defense & Space14%
Automotive & Mobility14%
Financial Services & Insurance14%
Healthcare & Life Sciences14%
Transportation, Logistics & Supply Chain14%
Share of mapped industries, not share of work or revenue.
Evidence mixMapping grades
100%Direct · 11 mappings
Grades across 11 mappings. Not a search ranking.
Analyst summary

What the evidence says

Vokke presents as a strong evidence profile for MLOps & Infrastructure. It ranks in the 92nd percentile of 1,351 published providers in MLOps & Infrastructure, and 10 reviews back the commercial profile.

Current positioning: P92 evidence quality · P24 industry breadth
Strongest signalsEvidence-backed strength in MLOps & Infrastructure is the profile's clearest signal in the mapped taxonomy.
Best user fitAutomotive & Mobility buyers evaluating MLOps & Infrastructure at a $50K - $150K engagement size.
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 / 4

LLM Agents & RAG

—
DirectSupportedRelatedAdjacentOne of 1,861 providers in this category
Compare LLM Agents & RAG providers →
Technology used

None of the listed technologies is specific to LLM Agents & RAG.

Mapping source · https://www.vokke.com.au/insights/our-first-internal-ai-agent — “media lately, you’ve probably been inundated with posts about AI and AI agents. There’s a lot of hype and, honestly, it can all be a bit overwhelmin”

Featured 4 of 4 capabilities, ranked by mapping grade then confidence.

Industry experience · 6 industries · 7 subindustries

Industries served.

6 Core0 Adjacent · discovery only
Automotive & MobilityOther providers in Automotive & Mobility →
  • Fleet, Mobility & Micromobility ServicesDirect · Primary
    95%

    https://www.vokke.com.au/ — “rm for Entire Region ▶ Construction Custom ERP for Resource and Fleet Management ▶ Finance Secure Property Sale Preparation Portal ▶ Secur”

Client feedback

What clients say.

4.810 independent reviews

Compiled from independent review platforms and client reviews verified by RankGlobal. How we count reviews

Worked with Vokke? 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
MLOps & Infrastructure
Primary industry
Automotive & Mobility
Typical budget
$50K - $150K
Team size
10-49 employees
  1. 1Name the use caseSay which MLOps & Infrastructure problem you are evaluating, so the research team can route your message accurately.
  2. 2Pressure-test the budget bandThe $50K - $150K band on file is a profile-level figure. Ask what a scope like yours actually lands at.
  3. 3Ask for a referenceRequest a client reference in Automotive & Mobility — the strongest industry signal on this profile.
Still comparing? Re-read the mapping evidence or go back to all providers.

Enquire about Vokke

Three fields. Anything longer belongs on the full contact page, linked below.
Prefer to go directVisit website ↗Full contact page →

Is this your company? Claim this profile →

Rankings

Where Vokke ranks

  1. #3Best MLOps Platforms in AustraliaAustralia
Badges for Vokke's website (1)

A firm in the top 10 of a ranking can show it on its own site. Badges are earned, never sold, and always show the current place. How badges work.

Vokke: #3 in Best MLOps Platforms in Australia on RankGlobal
Keep exploring

Similar profiles

All providers →
ZaregoTop Rated · Buenos Aires, Argentina4.8(21 reviews)Nearshore software services offering tailored AI-powered technology, US‑timezone-aligned developers,…10-49 employees · $5K - $15KView →TarmacTop Rated · Minneapolis, United States5.0(7 reviews)Its own website shows its strongest capability in Data Engineering for AI within MLOps & Infrastructure…Not disclosed · Not disclosedView →Xmartlabs logoXmartlabsTop Rated · Montevideo, Uruguay4.9(49 reviews)Xmartlabs is a boutique digital product studio specialized in end-to-end development, technical consulting…50-249 employees · $10K - $50KView →