A2I2 Applied AI Institute
A2I2 Applied AI Institute is Deakin University's applied AI research initiative, employing 120+ researchers developing translational AI across healthcare, defence, manufacturing, and sustainability, funded primarily through competitive research grants and commercial partnerships.
- Company typePrivate
- Founded2016
- HeadquartersBurwood, Australia
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What A2I2 Applied AI Institute does
A2I2 Applied AI Institute is the applied artificial intelligence research initiative of Deakin University, headquartered at Burwood and Waurn Ponds campuses in Victoria, Australia. Formed in 2016 through the merger of the Centre for Pattern Recognition and Data Analytics (PRaDA) and Deakin Software and Technology Innovation Laboratory (DSTIL), the institute employs 120+ AI researchers and software developers led by Deakin Distinguished Professors Svetha Venkatesh and Kon Mouzakis. A2I2 develops translational, human-centred AI spanning deep learning, reinforcement learning, Bayesian optimisation, probabilistic reasoning, generative AI, and agentic AI, with proprietary methods including the PRO uncertainty estimator, SSMoE model compression technique, DIEP machine learning potentials, and adaptive trial design algorithms, supported by an in-house 5-petaFLOP NVIDIA H100 compute cluster.
The institute's product and platform portfolio spans healthcare (Trauma Reception and Resuscitation decision support, BrainTrack dementia app, Vibe Up mental health app, abdominal aortic aneurysm detection), defence and space (hypervelocity impact modelling, pyBLOSSUM open-source repository, noisy temporal data analytics), manufacturing (ForgeX.ai AI augmentation platform), compliance and sustainability (ComplyIQ360 and SustainIQ360 with FCThree Services), education (Ozzybots), and security (iCetana video surveillance). The institute operates a 5 petaFLOP NVIDIA H100 research computing cluster and has produced 600+ top-tier publications.
A2I2's revenue model combines competitive research grants (ARC, NHMRC, MRFF, Wellcome, US Army, SmartSat CRC, AEA Ignite) and contract research engagements with industry and government partners, supplemented by nascent commercial licensing through ComplyIQ360, SustainIQ360 (via FCThree Services for Australia/NZ), and ForgeX.ai (via ACM CRC for Australian composites manufacturers). The institute is funded through multi-year grant cycles rather than direct product sales, with distribution managed through academic publications, open-source repositories on GitHub, and partner-mediated commercial channels. Customer segments span hospitals and healthcare providers, defence agencies, manufacturers, government departments, and universities across 13 countries.
A2I2 Applied AI Institute firmographics
Firmographics- Name
- A2I2 Applied AI Institute
- Legal name
- Deakin University
- Website
- https://a2i2.deakin.edu.au
- Company type
- Private
- Founded year
- 2016
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- A2I2 Applied AI Institute is Deakin University's applied AI research initiative, employing 120+ researchers developing translational AI across healthcare, defence, manufacturing, and sustainability, funded primarily through competitive research grants and commercial partnerships.
- Ownership category
- akta.pro rank
A2I2 Applied AI Institute industry classification
Industry- Product category
- Applied Artificial Intelligence Software
- NAICS
- Scientific Research and Development Services (5417), Software Publishers (513210), Custom Computer Programming Services (541511)
- SIC
- Services-Commercial Physical & Biological Research (8731), Services-Prepackaged Software (7372), Services-Computer Programming Services (7371)
- akta.pro primary industry
- Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG)
- akta.pro secondary industries
- AI Governance, Risk & Compliance (GRC) Platforms (HDAAAMAA), Regulatory Readiness & Audit Automation (e.g., EU AI Act, NIST AI RMF, ISO/IEC 42001) (HDAAAMAE), Responsible AI, AI Governance & Compliance Services (BPAEAHAJ), AI-Powered Tutoring & Study Assistant Platforms (EDANAGAD)
Keywords
Where A2I2 Applied AI Institute is headquartered
LocationHeadquarters
- HQ city
- Burwood
- HQ country
- Australia
- HQ region
- Oceania
Offices2 records
Markets served
A2I2 Applied AI Institute business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Infrastructure
Revenue model
- Research grants and contract research: The institute operates as an academic research initiative funded primarily through competitive research grants (ARC, NHMRC, MRFF, US Army, SmartSat CRC, AEA Ignite) and contract research engagements with industry and government partners. Revenue is project-based and non-recurring per grant.
- AI platform licensing (ComplyIQ360 / SustainIQ360): ComplyIQ360 and SustainIQ360 are commercial AI platforms developed in partnership with FCThree Services, made available to users in Australia and New Zealand. ForgeX.ai is made freely available to Australian manufacturers beginning with composites sector, with broader commercial availability intended.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | Multi-year contract | Academic research institution — no direct product pricing |
Go-to-market motion3 records
Distribution channels5 records
Marketing channels6 records
A2I2 Applied AI Institute product offering
Product offeringCore offering
A2I2 Applied AI Institute is the applied artificial intelligence research arm of Deakin University, employing 120+ AI researchers and software developers to build commercial AI software platforms and deliver applied AI contract research. It sells and licenses AI products such as ComplyIQ360, SustainIQ360, Vibe Up, ForgeX.ai, iCetana, and pyBLOSSUM, and engages in commissioned research across healthcare, defence, manufacturing, and social innovation.
Product overview
A2I2 Applied AI Institute operates as Deakin University's applied AI research initiative developing multiple commercial and open-source AI products across healthcare, compliance, education, manufacturing, and security sectors. The portfolio includes AI-powered compliance platforms ComplyIQ360 and SustainIQ360 (developed with FCThree Services), mental health intervention app Vibe Up, manufacturing platform ForgeX.ai, education platform Ozzybots, and assistive technology TOBY Playpad. The institute also commercializes research through partnerships like iCetana (video surveillance) and releases open-source tools like the pyBLOSSUM hypervelocity impact repository. A2I2 combines fundamental AI research with translational engineering to deliver solutions across health, defence, manufacturing, sustainability, and social innovation domains.
Differentiator
Problem solved
Functional benefit
Brands
- ComplyIQ360: AI-powered compliance platform that checks organisational documents against compliance standards and delivers gap reports.
- SustainIQ360
- Ozzybots
- ForgeX.ai
- iCetana
- TOBY Playpad
- Vibe Up
- BrainTrack
Products and services
- ComplyIQ360 Compliance-focused AI platform that monitors and analyses regulatory and operational compliance signals. Built for organisations needing automated compliance oversight using AI.
- SustainIQ360 Sustainability analytics AI platform that processes organisational data to support environmental, social, and governance performance tracking. Targeted at enterprises needing AI-driven sustainability insights.
- Vibe Up Emotional AI application that interprets affect and engagement signals from users. Designed for use cases such as well-being, training, and human-computer interaction research.
- ForgeX.ai AI development platform providing tooling for building, training, and deploying machine learning models. Aimed at development teams needing accelerated AI engineering workflows.
- Ozzybots Educational AI application aimed at teaching children AI and computational-thinking concepts through interactive experiences. Targeted at schools, educators, and families.
- TOBY Playpad AI-powered early-learning and therapy environment for children with autism and other developmental needs. Targeted at families, therapists, and special-education providers.
- iCetana AI-based video analytics platform that learns normal patterns of activity from surveillance feeds and surfaces anomalous events. Targeted at security operators, campuses, and large-site operators.
- pyBLOSSUM Python-based machine learning library developed by A2I2 researchers for building and experimenting with AI models. Distributed as an open-source library to the developer and research community.
- Applied AI Contract Research Commissioned applied AI research and prototyping service delivered by A2I2's 120+ researchers and software developers across healthcare, defence, manufacturing, and social innovation. Targeted at organisations needing custom AI R&D and proof-of-concept development.
Quantifiable outcome
- ComplyIQ360 delivers gap reports in ~10 minutes vs traditional compliance assessment processes.
- +7 more outcomes
Companies that use A2I2 Applied AI Institute
Customer profileNamed customers15 records
Segments7 records
Ideal customer profiles1 record
A2I2 Applied AI Institute technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability15 records
Feature11 records
A2I2 Applied AI Institute partnerships and signals
Strategic signalPartnerships
37 partnerships are on record, tiered core, notable and flagship.
- Australian Government DefencecoreDefence research partnership spanning AI readiness, human-machine teaming, armour optimisation, and Defence Experiential CoLab collaboration with the Defence Artificial Intelligence Centre (DAIC).
- CSIROcoreNational science organisation and long-standing research partner in AI and data science initiatives.
- iCetananotableAI anomaly detection company whose software is powered by A2I2-developed compressed sensing algorithms. Originally a local council pilot, now deployed globally for video surveillance.
- United NationsflagshipGlobal partnership contributing to international AI research and policy frameworks across social innovation areas.
- Ford Motor Company (USA)coreCollaboration on Molecular Optimisation project using machine learning to optimise surface modifications of cellulose nanocrystals for automotive polymer reinforcement.
- University of SydneynotableAcademic research collaboration in AI across multiple projects and joint research initiatives.
- SamsungnotableTechnology partner involved in AI research collaboration across various projects.
- TAC (Transport Accident Commission)notableVictorian government body partnered on AI research for road safety and trauma care applications.
- Dementia AustraliacoreCollaboration on BrainTrack app — an AI-powered mental health/dementia support tool that won the Stevie Award for Technology Excellence.
- The Alfred HospitalcoreMajor trauma centre partnership for world-first Trauma Reception and Resuscitation decision support system, CT scan AI assessment, and clinical AI research. Alfred implementation has expanded to India, China, Saudi Arabia, and Ireland.
- Black Dog InstitutecoreMental health research partnership including the world-first AI-optimised adaptive trial (Vibe Up study) and ongoing Centre for Research Excellence in Depression Treatment Precision collaboration with UNSW.
- University of New South Wales (UNSW)coreJoint research with Black Dog Institute on AI-personalised mental health treatment. Also collaboration on Centre for Research Excellence in Depression Treatment Precision.
- Defence Science and Technology Group (DSTG)coreCollaboration under DAIRNet Phase II initiative for noisy temporal data AI, cyber situational awareness, and space debris mitigation research.
- FCThree ServicesflagshipStrategic partnership to develop and commercialise ComplyIQ360 (AI-powered compliance gap analysis platform) and SustainIQ360 (AI-powered sustainability reporting aligned to IFRS S2 and AASB S2 standards). FCThree leads commercial distribution; platforms available in Australia and New Zealand.
- Australian Composites Manufacturing CRC (ACM CRC)coreSupported development of ForgeX.ai — AI-based manufacturing augmentation platform — with $110,143 in co-funding. ForgeX.ai will be made freely available to Australian manufacturers, beginning with composites sector.
- Red Velvet AIcoreCo-lab partnership ('The AI Bakery' — world-first AI co-lab) to simultaneously accelerate AI adoption within universities, enable applied AI research advances, and support AI commercialisation over a two-year period. Focus on AI EdTech.
- Australian Space AgencycoreResearch contribution to international space debris coordination (IADC). Deakin's physics-informed AI for hypervelocity impacts informs Australian Space Agency's technical input into international debris mitigation guidelines.
- James Cook UniversitycoreLead institution for AAA-MEDICAL NHMRC Synergy Grant ($5M/5 years). Deakin AI team led by Prof Truyen Tran developing AI for abdominal aortic aneurysm detection and modelling.
- Macquarie UniversitynotableResearch partner in the AAA-MEDICAL project for AI-powered abdominal aortic aneurysm detection.
- University of QueenslandnotableResearch partner in the AAA-MEDICAL project for AI-powered abdominal aortic aneurysm detection.
- St Vincent's InstitutenotableResearch partner in the AAA-MEDICAL project for AI-powered abdominal aortic aneurysm detection, contributing clinical and research expertise.
- Black Dog InstitutecoreMRFF-funded project investigating AI and adaptive trial methods to discover the most effective mental health treatments, with Prof Jill Newby from Black Dog Institute and UNSW as co-investigators.
- Defence Science and Technology Group (DSTG)coreSupported under DAIRNet Phase II initiative. Collaboration on self-supervised learning and deep reasoning for noisy, dynamic, multimodal Defence data including anomaly detection and cyber situational awareness.
- Defence Artificial Intelligence Centre (DAIC)flagshipFlagship Defence Experiential CoLab partnership aimed at solving complex AI problems and growing advanced AI skills and experience across Defence, delivering educational seminars and hands-on coding workshops.
- MailGuardnotableCybersecurity technology partner logo displayed on A2I2 website, indicating collaboration in AI for security applications.
- UnitingnotableCommunity services organisation partnered on AI research for social innovation and community health applications.
- Cancer CouncilnotableHealth sector partnership in AI research for cancer-related applications and health data analysis.
- OzzybotsnotableAI education platform developed by Dr Sherif Abbas at A2I2 for Years 7–12 students, freely accessible online in 10 countries. Reaches secondary students, teachers, parents, tutors, and TAFE students.
- Curtin UniversitynotableResearch partner for TOBY Playpad — automated early intervention platform for children with autism using iPad-based adaptive therapy.
- DHACnotableDefence and health-related research partner indicated on the main partnerships page.
- Cerebral Palsy AlliancecoreNHMRC-funded collaboration on Early Cerebral Palsy Screening through Deep Learning, using computer vision to detect cerebral palsy from consumer-grade videos of infants.
- Perth Children's HospitalcoreClinical partner for early cerebral palsy screening research, providing medical expertise and clinical trial data.
- UNSW@CanberranotableCollaboration partner in space debris mitigation projects alongside DSTG, RMIT, and international partners (Germany, Norway, France).
- RMIT UniversitynotablePartner in space debris mitigation research alongside DSTG, UNSW@Canberra, and international collaborators.
- Institute for Frontier Materials (IFM), Deakin UniversitycoreInternal Deakin partnership on Molecular Optimisation project — IFM leads physics-based nano-level simulation of cellulose nanocrystals while A2I2 leads machine learning-based optimisation of surface modifications.
- US ArmycoreFunding partner for novel human-machine teaming methodology project for experimental optimisation of armour systems (2024–2027).
- Marine Mapping Lab, Deakin UniversitycoreCollaborative study combining marine science and AI to demonstrate CNN-based benthic habitat classification using multibeam bathymetry data from Apollo Marine Park.
Scale indicators15 records
Recent moves6 records
Expansion highlights6 records
A2I2 Applied AI Institute competitors and assessment
Company assessmentRegional players
- Appen: Australian-headquartered AI data and services company providing training data and AI services to global tech companies. Comparable as an Australian AI company with research depth and global enterprise customers, though focused on data rather than applied research.
Emerging players
- Landing AI: AI platform founded by Andrew Ng focused on AI for manufacturing and industrial use cases. Direct comparison to A2I2's ForgeX.ai platform for composites manufacturing — both target the Industry 4.0 opportunity with AI augmentation platforms.
Broad incumbents
- H2O.ai: Enterprise AI platform company offering generative AI, predictive AI, and AI governance solutions. Comparable as an AI platform with research heritage (originally open-source) and Fortune 500 customer base, similar to A2I2's mix of research and commercial platforms.
- DataRobot: Enterprise AI/ML platform company offering AI observability, governance, and MLOps. Comparable to A2I2's commercial platforms (ComplyIQ360, PRO) as an AI GRC/safety platform provider, though operating at much larger scale purely commercially.
- C3.ai: Enterprise AI applications company offering pre-built and configurable AI applications across verticals including manufacturing, defence, and healthcare. Comparable to A2I2's portfolio of vertical AI applications though operating at significantly larger commercial scale.
- Element AI (ServiceNow): Montreal-based applied AI research and solutions company (acquired by ServiceNow in 2020) that combined academic depth with enterprise AI deployment. Similar translational model bridging university research and commercial customers across multiple verticals.
- Saama Technologies: AI/analytics services company with strong life sciences and clinical research AI capabilities. Comparable to A2I2's clinical AI work (DeepCare, adaptive trial design, AAA detection) as a translational AI partner for healthcare and life sciences enterprises.
Direct peers
- Allen Institute for AI (AI2): Non-profit AI research institute founded by Paul Allen with a similar mission of combining high-impact fundamental AI research with real-world applications. Direct structural peer as a research institute with multiple product spinoffs (e.g., Semantic Scholar, OLMo).
- Faculty AI: UK-based AI research/services company founded by ex-DeepMind researchers, providing applied AI solutions to enterprises and government. Comparable as a research-rooted AI services company with a focus on safety, defence, and high-impact deployments.
- CSIRO Data61: Australia's national science agency's data science and AI division. Most direct comparable to A2I2 as a publicly-funded Australian applied AI research powerhouse with both fundamental research and translational industry/government projects spanning healthcare, defence, and manufacturing.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
A2I2 Applied AI Institute social profiles
Digital presenceA2I2 Applied AI Institute financial estimates
Financial estimateRevenue estimate
Valuation estimate
A2I2 Applied AI Institute leadership team
Management profileNumber of profiles
A2I2 Applied AI Institute funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
A2I2 Applied AI Institute M&A and investment
M&A and investmentM&A
Investments
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Frequently asked questions about A2I2 Applied AI Institute
What does A2I2 Applied AI Institute do?
A2I2 Applied AI Institute is the applied artificial intelligence research arm of Deakin University, employing 120+ AI researchers and software developers to build commercial AI software platforms and deliver applied AI contract research. It sells and licenses AI products such as ComplyIQ360, SustainIQ360, Vibe Up, ForgeX.ai, iCetana, and pyBLOSSUM, and engages in commissioned research across healthcare, defence, manufacturing, and social innovation.
Is A2I2 Applied AI Institute a public or private company?
A2I2 Applied AI Institute is a private company. It is classified as corporate owned and is currently operating.
When was A2I2 Applied AI Institute founded?
A2I2 Applied AI Institute was founded in 2016. It employs 51 to 100 people.
Where is A2I2 Applied AI Institute based?
A2I2 Applied AI Institute is headquartered in Burwood, Australia, in the Oceania region.
How does A2I2 Applied AI Institute make money?
Two revenue lines are on record. Research grants and contract research is the primary driver. The others are AI platform licensing (ComplyIQ360 / SustainIQ360).
Who are A2I2 Applied AI Institute's main competitors?
Appen is listed as a regional player. Landing AI is listed as an emerging player. Broad incumbents are H2O.ai, DataRobot, C3.ai, Element AI (ServiceNow) and Saama Technologies. Direct peers are Allen Institute for AI (AI2), Faculty AI and CSIRO Data61.
Does A2I2 Applied AI Institute have an API?
No public API is recorded for A2I2 Applied AI Institute.
What industry is A2I2 Applied AI Institute in?
A2I2 Applied AI Institute's product category is Applied Artificial Intelligence Software. Its primary akta.pro industry code is HDAEANAG, Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII), with a secondary code of HDAAAMAA, AI Governance, Risk & Compliance (GRC) Platforms. Its NAICS code is 5417 and its SIC code is 8731.