Research & Development
R&D Portfolio
Innovation at the Core
Peopleart Pty Ltd is fundamentally an R&D company. The PeopleArt methodology and the Propiología behavioral science platform are not just products — they are the outputs of a sustained program of original research spanning more than a decade. Our innovation pipeline combines algorithm development, hardware prototyping, software engineering, and academic publication. This depth of R&D is what separates PeopleArt from conventional consulting methodologies and positions the company for defensible IP, grant funding, and scalable technology commercialisation.
Proprietary Algorithms
Core algorithmic IP developed by Peopleart Pty Ltd across behavioral analysis, cognitive measurement, and AI-driven personalisation.
Biometric Behavioral Analysis Model
PrototypeA computer vision model that reads physiological signals — micro-expressions, posture, movement patterns — to infer behavioral states and cognitive load in real time.
Proprietary
AI Behavioral Prediction Model
PrototypeA machine learning model that predicts behavioral tendencies and archetype alignment from multi-modal input data, enabling personalised development recommendations.
Proprietary
Cognitive Load Index (CLI)
ValidatedA composite index combining biometric signals and behavioral data to quantify cognitive load in real time — enabling interventions precisely calibrated to mental bandwidth.
Proprietary
Care-Multiplier Logic
ValidatedAn algorithmic framework for measuring and amplifying prosocial behavioral patterns in teams and organisations — the engine behind the Care-Multiplier software tool.
Proprietary
Hardware Prototypes
Peopleart is developing wearable device integrations that bring biometric data collection into enterprise training contexts. These prototypes enable real-time physiological measurement during workshops and coaching sessions, closing the loop between self-report and objective behavioral data.
In development — [TODO: add specific device details when confirmed]
Software Tools
propiology.com
Care-Multiplier
A software tool that measures and amplifies prosocial behavioral patterns — care, empathy, and collaborative action — within teams. Based on the Care-Multiplier algorithmic framework and grounded in Propiología's behavioral loop theory.
propiology.com
Cognitive Shield
A cognitive load management tool that helps individuals identify, monitor, and reduce excessive cognitive burden using real-time feedback and structured intervention protocols.
PeopleArt Framework IP
The six PeopleArt archetypes constitute a documented and systematised methodology that represents significant intellectual property. Each archetype is a complete framework: a conceptual model, a behavioral theory, a set of diagnostic tools, and a practical training curriculum. The framework has been applied in enterprise contexts across [TODO: countries/sectors] and is the subject of ongoing formalisation for patent and trademark protection.
Selected Publications
Peopleart Pty Ltd's research program spans cardiovascular physiology, behavioral science, knowledge management, and organisational innovation — with an active pipeline of new publications underway.
- Zwerg-Villegas, A. M., Bernal-Torres, C. A., Thoene, U., Camacho, F. et al. (2022). The Relationship between Human Resource Diversity, Innovation Activity and Internationalization Intensity in Colombian and Mexican Firms. Global Business Review. https://doi.org/10.1177/09721509221129680
- Blanco-Valbuena, C. E., Bernal-Torres, C. A., Camacho, F., Díaz-Olaya, M. (2018). Creative and Cultural Industries: Study from the Knowledge Management Approach. Información Tecnológica, 29(3).
- Camacho, F., Avolio, A. P. (2006). The use of central aortic pressure for determination of cardiovascular risk — effect of heart rate. 16th Scientific Meeting of the European Society of Hypertension, Madrid.
- Lauto, A., Hook, J., Doran, M., Camacho, F. et al. (2005). Chitosan Adhesive for Laser Tissue Repair: In Vitro Characterization. Lasers in Surgery and Medicine, 36, 193–201.
- Camacho, F., Walsh, A., Avolio, A. (2005). Principal Components Analysis for Characterisation of the Arterial Pressure Pulse. 15th Scientific Meeting of the European Society of Hypertension, Milan.
- Camacho, F., Avolio, A., Lovell, N. H. (2004). Estimation of Pressure Pulse Amplification Between Aorta and Brachial Artery using Stepwise Multiple Regression. Physiological Measurement, 25, 879–889.
- Contributor: Akay, M. (Ed.) (2001). Nonlinear Biomedical Signal Processing: Dynamic Analysis and Modeling. IEEE Press Series in Biomedical Engineering.
- Qasem, A., Avolio, A., Camacho, F. et al. (1998). A New Technique for Non-invasive Assessment of Aortic Pressure Modulations during Treadmill Running. Euriscon, Athens.
- Planned: Propiología framework — theoretical foundations
- Planned: Cognitive Load Index — validation study
- Planned: PeopleArt archetypes as a behavioral taxonomy — enterprise applications
Innovation Roadmap
Past Milestones
- Propiología framework conceptualised and documented
- Six PeopleArt archetypes defined and systematised
- Care-Multiplier algorithm developed
- Cognitive Load Index validated
- propiology.org content platform launched
- Enterprise pilot programs delivered
Development Pipeline
- Biometric analysis model — production release
- Wearable device integration — pilot testing
- propiology.com SaaS platform — commercial launch
- Academic publication program — first paper submitted
- Enterprise assessment tool — digital version launched
- Series A fundraising round