A Metaphysical Interdisciplinary Framework

Open to the scientific community of psychology and to schools of philosophy was designed to help understand, measure, and monitor human development by integrating Psychology, Psychometrics, Physiology, Neurophysiology, Philosophy, Consciousness, and Technology. Through psychometric instruments, physiological sensors, data analysis, and artificial intelligence, it seeks to identify early signs of psychological distress, behavioral patterns requiring attention, individual strengths, and dimensions with greater developmental needs. It provides psychologists, psychiatrists, and therapists with a broader understanding of individuals by connecting behaviors and psychophysiological responses with interpretative models of consciousness, energy, and metaphysics. Supported by Virtology, it suggests virtues and practices for behavioral development, enabling the measurement and monitoring of progress before, during, and after therapeutic interventions. It also incorporates Metaphysicometrics, a Knowledge Graph, and machine learning models to investigate new associations, identify patterns, and expand opportunities for scientific research. Its purpose is to support prevention, self-awareness, professional assessment, and human development through a framework open to collaboration and scientific validation, while maintaining a clear distinction between measurable evidence, philosophical interpretations, and metaphysical hypotheses, without replacing professional diagnosis or treatment.

Areas of GoDataX
Psychological & Psychometric
  • Early identification of signs of psychological distress, extreme behavioral patterns, and dimensions needing development — control, confidence, perseverance, dedication, adaptability, and emotional regulation.
  • Quantification of psychological dimensions through validated psychometric instruments, turning responses into measurable, comparable, statistically analyzable indicators.
  • Virtology-guided behavioral development: suggesting virtues and personalized strategies for the dimensions showing greater difficulty.
  • Tracking therapeutic progress and behavioral change before, during, and after interventions, as structured data to support — never replace — clinical judgment.
Physiological
  • Heart rate, HRV, ECG, respiration, EDA, EEG, EMG, SpO₂, and other autonomic signals.
  • Relating mind and body by comparing psychometric responses with physiological indicators, and observing activation, relaxation, and recovery states tied to autonomic regulation.
  • Jointly analyzing psychometric and cardiac indicators today, with EEG, electrodermal activity, muscular activity, and oxygenation planned on the sensor roadmap — clearly distinguished from the cardiac sensors already integrated.
Consciousness & Human States
  • Exploring levels of consciousness by relating psychological constructs to the Septenary Constitution, used as a philosophical interpretative model.
  • Investigating conceptual associations between behaviors, levels of consciousness, and the energetic chakras described in the traditions studied.
  • Promoting self-knowledge and self-awareness of behavior, emotion, potential, and development. These associations are philosophical interpretations and research hypotheses, not established measurements of consciousness or subtle energy.

Philosophical & Metaphysical

  • Ontology, nature of being, causality, existence, and purpose: offering a view beyond isolated behavior by integrating psychological and physiological indicators with philosophical frameworks.
  • Investigating movement, causality, and transformation through Thomas Aquinas' Five Ways, used as philosophical lenses to organize hypotheses about change and the relationships between phenomena.
  • Environmental & Phenomenological: luminosity, sound, vibration, temperature, electric and magnetic fields, radio frequency, radiation, ionization, thermal imaging, and other recorded environmental or anomalous phenomena — including reports of unusual subjective experiences, documented and compared against instrumental records without presupposing proof of metaphysical phenomena.
  • Metaphysicometrics: proposing instruments to investigate metaphysical constructs through operational definitions, decomposition via the Trivium and Quadrivium, and subsequent scientific evaluation.
  • Cognitive & Knowledge Integration: Data Warehouse, integrated timelines, Knowledge Graph, ontologies, Explainable AI, and machine learning for link prediction and community detection among variables.
  • A clear separation between measurement, calculation, evidence, report, and interpretation — supporting interdisciplinary collaboration across Psychology, Psychiatry, Psychometrics, Philosophy, Physiology, and Data Science, and open, replicable scientific research.

The Book: Beyond the Labyrinth

From Metrics to Metaphysics, The Awakening of a New Science

Conceptual Foundations and Practical Application

The book's content is delivered through two connected workshops, an introductory path into the GoDataX Human 7 framework, and a hands-on laboratory that builds a complete case study step by step, organized across four progressive levels.

Origin, Purpose & Architecture
Understand where the framework comes from and how the Human 7 architecture is structured.
Define the Research Protocol
Design the research protocol and apply the Trivium to frame the study.
Psychometrics & Physiology
Explore validated psychometric instruments and physiological measurement, including cardiac coherence.
Build the Measurement Layers
Build the psychometric and physiological layers, then organize time and rhythm across the dataset.
Metaphysics, Energy & the Quadrivium
Frame consciousness and energetic models as interpretative lenses, guided by the Trivium and Quadrivium.
Create the Interpretative Layer
Apply the Quadrivium, build interpretative mappings, and develop the three core studies.
Data, Semantics, EAP & Ethics
Connect explainable AI, environmental and anomalous-phenomena sensing, and open-science ethics.
Data & AI Layer
Build the data and AI layer, design the EAP sensor layer.
Domains of GoDataX

Founder, GoDataX Human 7

At 15, in Rio de Janeiro’s North Zone, Brazil, Wilson F.D. de Andrade LinkedIn took his first steps in technology, assembling computers and interning with Delphi.

“The heart has its reasons, which reason does not know.”
Pascal, Pensées, 277

He currently serves as Technology Director at the Brazil–Argentina Chamber of Commerce, and provides services in the data field. cecbario.com.br ,

  • Personal calling: shaped by loss close to him — the spark behind GoDataX Human 7.
  • Early start: hands-on computing & first internship in software engineering (Delphi).
  • Full-stack foundations: multiple languages, enterprise delivery, and product mindset.
  • BI to Big Data: moved from reporting to scalable platforms and analytics.
  • Entrepreneurship: in 2005 founded dw2software.com.
  • Turning point (2016): InnSæi, The Sea Within sparked the data model behind GoDataX Human 7.
  • International growth: expanded to Portugal (2020) and launched twodata.ae in Dubai (2024).
  • Leadership: led large-scale programs and teams (100+ professionals).
Experience
25+ years
Software, data, and analytics
Footprint
Global
Brazil • Europe • UAE
Focus
Business impact
Governance • platforms • AI


Where the Project Is Today

Connecting with projects, dreams and people.

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Read the article or acquire the book to go deeper into the psychometric, physiological, and metaphysical layers of GoDataX Human 7ph.

Beyond the Labyrinth, book cover
Scientific Article

GoDataX Human 7ph: A Metaphysical Framework

A conceptual framework for a multidimensional instrument integrating psychometrics, physiology, and metaphysical interpretations of consciousness.

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Beyond the Labyrinth, book cover
Digital Book

Beyond the Labyrinth

From Metrics to Metaphysics: the awakening of a new science. The complete conceptual foundation of GoDataX Human 7ph.

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For now, this section features real-world data projects and insightful articles from founder. In the future, it will become a platform for publishing contributions from members.

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