We don't just advise - we build.
AI Labs is our applied engineering practice. Every tool, platform, and prototype here solves a real problem we encountered with clients - and proves that our governance frameworks work in practice, not just on paper.
Our free tools and case studies
Please contact us for a price on customised versions of these tools.
Shadow IT Assessment & Actions Tool (SITAT)
An interactive self-assessment tool that evaluates Shadow IT risk across six domains — visibility, governance, risk exposure, communication, and response readiness — and generates prioritised, framework-aligned remediation recommendations.
- ✓Six-domain assessment aligned to NIST CSF, ISO 27001, COBIT 2019, CIS Controls v8, and ITIL 4
- ✓Scoring weighted by organisation size and regulatory intensity
- ✓Three-tier Shadow IT classification: Sanctioned, Authorised, Prohibited
- ✓Prioritised action plan with effort estimates, timelines, and framework control references
Legacy System Decommission Assessor
An interactive assessment tool based on the Gartner TIME model that evaluates business value, operational risk, and technical risk to classify legacy systems as Tolerate, Invest, Migrate, or Eliminate — with tailored transition recommendations.
- ✓Gartner TIME quadrant classification with visual positioning
- ✓15-question assessment across business value and IT quality
- ✓Pace-Layered Application Strategy context for each result
- ✓Actionable decommission, migration, or investment guidance
AI Readiness Scorecard
A structured diagnostic that assesses an organisation's data quality, governance maturity, infrastructure readiness, and cultural capability - producing a scored report with prioritised remediation recommendations.
- ✓Five-dimension assessment: data, governance, infrastructure, skills, culture
- ✓Scored output with benchmarks against sector peers
- ✓Prioritised remediation roadmap generated automatically
- ✓Typically delivered in a single structured workshop session
Enterprise Architecture Governance Assessment (EAGA)
An interactive maturity assessment tool that evaluates Enterprise Architecture governance across six domains — framework, standards, decision authority, stakeholder engagement, repository, and review process — using a CMMI-style 5-level model with prioritised, framework-aligned recommendations.
- ✓Six-domain assessment aligned to TOGAF 10, FEAF, COBIT 2019, ArchiMate 3.2, and ISO/IEC 42010
- ✓CMMI-style 5-level maturity scoring: Initial through to Optimising
- ✓18 prioritised recommendations with effort estimates, timelines, and framework references
- ✓Action plan summary with quick wins, short-term, and long-term initiatives
Data Maturity Assessment (DAMA DMBOK2)
An interactive data management maturity assessment aligned to DAMA DMBOK2 that evaluates seven domains — governance, quality, architecture, security, master data, metadata, and analytics — using the standard DAMA 6-level maturity scale with prioritised, framework-aligned recommendations.
- ✓Seven-domain assessment aligned to DAMA DMBOK2, ISO 8000, ISO/IEC 38505, and EDM Council DCAM
- ✓Standard DAMA 6-level maturity scale: Level 0 (No Capability) through to Level 5 (Optimising)
- ✓21 prioritised recommendations with effort estimates, timelines, and framework references
- ✓Action plan summary with maturity scale reference guide
Cyber Security Assessment (Essential Eight)
An interactive cyber security maturity assessment aligned to the ASD Essential Eight using the official Maturity Level 0–3 scale. Covers all eight mitigation strategies plus network security and governance, with recommendations referencing NIST CSF 2.0, ISO 27001, and CIS Controls v8.
- ✓Seven-domain assessment covering all eight ASD Essential Eight mitigation strategies
- ✓Official ASD Maturity Level 0–3 scale: from Maturity Level Zero through to Level Three
- ✓21 prioritised recommendations with effort estimates, timelines, and framework references
- ✓Extended coverage across network security and governance aligned to NIST CSF and ISO 27001
Climate Impact Assessment Tool (Macfarlane-Ribbe Scale)
An interactive climate change impact assessment tool based on a simplified qualitative scale developed at the University of Southern Queensland and tested across 18 Pacific Island nations. Users rate nine sub-systems from negligible to severe to produce an overall impact profile with radar chart visualisation.
- ✓5-level qualitative scale based on AS/NZS ISO 31000 risk framework
- ✓9 sub-systems: marine, water, health, food, meteorological, and more
- ✓Tested by government climate experts across 18 Pacific Island nations
- ✓Instant impact profile with radar chart and scored breakdown table
Omnicarbon Decarbonisation Tool
An interactive decarbonisation pathway generator that provides tailored, scope-based reduction strategies for any organisation. Users select their sector, size, and timeline ambition to receive a prioritised set of actions aligned to the GHG Protocol, SBTi, ISSB/IFRS S2, ISO 14064, and Paris Agreement goals. Originally conceptualised for COP 21 Paris.
- ✓Scope 1, 2, and 3 pathway recommendations by sector
- ✓Three timeline modes: 1.5°C aggressive, well-below 2°C, and 2°C gradual
- ✓Aligned to GHG Protocol, SBTi, ISSB/IFRS S2, ISO 14064, and EU CSRD/ESRS
- ✓Impact-rated actions with estimated reduction percentages and timeframes
FinOps Platform Cost Calculator
An interactive cost modelling tool that calculates CapEx, TCO, annual OpEx, and TOTEX for enterprise platforms — SAP, Salesforce, ServiceNow, Oracle, Microsoft Dynamics, Civica Authority, TechnologyOne, and more. Supports cloud, on-premises, and hybrid deployments with multi-year forecasting aligned to FinOps Foundation frameworks.
- ✓12 enterprise platforms with pre-loaded defaults including SAP, Salesforce, Oracle, and Microsoft Dynamics
- ✓Full cost breakdown: direct/indirect labour, licences, infrastructure, implementation, and ongoing operations
- ✓Multi-year forecasting with user growth, storage growth, inflation, and FinOps efficiency gains
- ✓Scenario comparison, CSV export, NPV analysis, and actionable cost optimisation recommendations
Asset Management Governance Assessment
Assess your organisation's asset management maturity against ISO 55000, ISO 55001, PAS 55, IIMM, and IAM frameworks. Answer 31 questions across 8 governance domains and receive a scored maturity rating with a spider chart, prioritised recommendations, and a downloadable PDF report.
- ✓8 assessment domains aligned with ISO 55001 clauses: Strategy, Leadership, Planning, Support, Operations, Performance, Improvement, and Data
- ✓5-level maturity model (Initial to Leading) with question-specific descriptors for accurate self-assessment
- ✓SVG radar chart, domain breakdown, strengths and weaknesses analysis, and cross-industry benchmarking
- ✓Downloadable PDF maturity report with prioritised recommendations, actions, standards references, and timeframes
AVARI Visitor Intelligence Platform
A managed Visitor Data-as-a-Service (VdaaS) platform fusing IoT people counters, flight bookings, economic indicators, and weather data into real-time destination intelligence for tourism operators and local governments.
- ✓4+ heterogeneous data streams fused in real time
- ✓Custom IoT sensor network design and management
- ✓Predictive visitor forecasting and economic impact models
- ✓Winner: 2023 IoT Global Awards - Big Data, Cloud & Analytics
Innovation Labs
Explore our paid product ecosystem
Contact directly for pricing and customisations.
DataCatalogs.ai
A cloud-native, AI-enhanced Data Governance as a Service (DGaaS) platform for automated cataloguing and tracking.
Promethius-Analytics for Healthcare Researchers
A purpose-built analytics platform for healthcare researchers that turns siloed clinical databases into governed assets.
Penalty Notice Automation
A digital workflow for a Health Authority that removes friction and manual effort from penalty notice management.
Secured Together
A browser-based data de-identification tool that safely sanitises sensitive datasets without external server transfers.
Snap Feedback
A two-sided marketplace providing creators with fast, honest feedback on designs from real people.
Governs
An AI governance gateway for Australian enterprise and government that intercepts, logs, and governs every AI interaction across your organisation.
Orbit Roadmaps
An AI-powered strategic roadmapping platform that generates, manages, and optimises enterprise transformation roadmaps — from stakeholder engagement through to delivery tracking.
Built from the same foundations we teach
Every tool in AI Labs started life solving a real client problem. The AVARI platform proved our data fusion frameworks. The Governance Generator accelerated delivery on federal agency projects. The Readiness Scorecard emerged from running dozens of discovery engagements.
When we advise clients on AI architecture, we're drawing on hard-won engineering experience - not academic frameworks. That's the difference.
Interested in what we're building?
Some of our Labs tools are available for client deployment or pilot engagement. Book a call to find out what's the right fit for your organisation.