Research Disclaimer

1. Nature of Varenyam Research

Varenyam’s work is research-led and advisory in nature. Our methodologies draw from interdisciplinary domains including preventive health, behavioral science, population studies, systems thinking, and applied analytics.

All outputs—whether published as insights, frameworks, indices, diagnostics, or advisory briefs—are designed to inform strategic understanding rather than to prescribe individual-level interventions.

2. No Medical or Clinical Advice

Information provided through Varenyam’s research, website content, reports, or engagements:

• Is not a substitute for professional medical diagnosis or treatment
• Should not be relied upon for clinical decision-making
• Does not establish a doctor–patient relationship

Individuals should always seek qualified healthcare professionals for medical, psychological, or therapeutic concerns.

3. Research Limitations

All research findings are subject to inherent limitations, including but not limited to:

• Data availability and quality
• Contextual variability across populations and institutions
• Assumptions required for modeling and forecasting
• Evolving scientific and societal understanding

Outcomes and interpretations may differ when applied in different contexts.

4. Use of Indices, Frameworks, and Models

Indices and frameworks developed by Varenyam are analytical tools intended to support structured thinking, prioritization, and governance discussions.

They should be interpreted as directional intelligence rather than definitive measurements or guarantees of outcomes.

5. AI-Assisted and Analytical Methods

Certain research outputs may incorporate AI-assisted analysis, statistical modeling, or algorithmic techniques. These methods are used to enhance pattern recognition and foresight, not to replace human judgment.

All AI-assisted insights require contextual interpretation by qualified decision-makers.

6. Institutional & Community Engagements

For advisory, pilot, or diagnostic engagements involving institutions, communities, or populations:

• Data is analyzed at aggregate or anonymized levels wherever possible
• Findings are intended to inform governance and planning
• Implementation responsibility remains with the engaging entity

Varenyam does not assume liability for decisions made based on advisory outputs.

7. Intellectual Independence

Unless explicitly stated, views expressed in research publications and insights represent Varenyam’s independent analysis and do not necessarily reflect the positions of partners, institutions, or sponsors.

8. No Guarantee of Outcomes

While Varenyam strives for methodological rigor and evidence-based analysis, no research or advisory output can guarantee specific outcomes or results.

Users of this information acknowledge and accept the inherent uncertainty associated with complex human systems.

9. Updates and Revisions

Research methodologies, frameworks, and interpretations may evolve over time. Varenyam reserves the right to update, revise, or withdraw content as knowledge and context change.

10. Contact

For questions regarding this Research Disclaimer or the appropriate use of Varenyam’s research outputs, please contact:

Varenyam Yoga Pvt. Ltd.
Email: admin@varenyamyoga.com

Effective Date: 28th Dec 2025