AI Ethics & Responsible Use Policy

1. Purpose

TRIKARAA powered by Hexateal is committed to the responsible, ethical, transparent, and human-centered use of Artificial Intelligence (AI), organisational intelligence systems, analytics models, and decision-support technologies.

This policy establishes the principles, responsibilities, safeguards, and governance expectations related to the development, deployment, and use of AI-enabled capabilities within the TRIKARAA platform.

The objective of this policy is to:

• Support responsible leadership decision-making
• Protect user and organisational trust
• Promote ethical AI usage
• Reduce misuse and unintended harm
• Maintain human accountability and oversight
• Encourage transparency and governance

2. Nature of the Platform

TRIKARAA operates as:

• an organisational intelligence environment
• a leadership decision-support system
• a contextual reflection and decision clarity framework

The platform is designed to support leadership thinking and organisational decision consideration.

TRIKARAA is not designed to:

• replace human judgment
• automate organisational authority
• function as an autonomous decision-making system
• provide therapy, counselling, psychiatric, legal, or medical advice
• independently determine employment outcomes

All organisational decisions remain the responsibility of authorised human decision-makers.

3. Core AI Ethics Principles

TRIKARAA and Hexateal commit to the following principles.

3.1 Human Oversight and Accountability

Human judgment remains central to all important decisions.

AI-generated outputs are intended to support reflection, clarity, and analysis — not replace leadership accountability.

Organisations and users remain responsible for:

• interpretation
• evaluation
• contextual review
• final actions and decisions

3.2 Responsible Decision Support

TRIKARAA is designed to:

• support thoughtful leadership consideration
• surface contextual factors and patterns
• encourage reflection and structured thinking
• reduce impulsive or fragmented decision-making

The platform is not intended to:

• direct users toward predetermined actions
• manipulate organisational behaviour
• override organisational governance processes
• create dependency on automated recommendations

3.3 Transparency

Users should understand that:

• AI-generated outputs may be probabilistic in nature
• outputs may not always be complete, accurate, or contextually sufficient
• AI systems may identify patterns without fully understanding organisational realities
• human interpretation remains essential

Where appropriate, TRIKARAA will provide transparency regarding:

• AI-supported interactions
• analytics-driven insights
• automated processing functions
• limitations of AI-generated outputs

3.4 Fairness and Non-Discrimination

TRIKARAA and Hexateal aim to reduce unfair bias and discriminatory outcomes wherever reasonably possible.

The platform must not knowingly be used to:

• discriminate against individuals or groups
• support unlawful employment practices
• unfairly profile employees
• create biased hiring or termination decisions
• target protected groups unfairly

Client organisations remain responsible for ensuring lawful and ethical use of organisational data and decision processes.

3.5 Privacy and Confidentiality

TRIKARAA is committed to protecting:

• user privacy
• organisational confidentiality
• enterprise data integrity
• responsible access management

AI systems within the platform are expected to operate within established privacy, governance, and access-control frameworks.

3.6 Safety and Escalation Responsibility

TRIKARAA is not intended to independently manage:

• workplace crises
• harassment investigations
• mental health emergencies
• violence or self-harm situations
• legal disputes
• emergency response situations

Users must escalate sensitive or high-risk matters through appropriate human and organisational channels.

4. Responsible Use Requirements

Users and organisations agree to use TRIKARAA responsibly and ethically.

Users must not:

• rely solely on AI-generated outputs for critical decisions
• use the platform to harass, intimidate, or discriminate
• manipulate inputs to create misleading outcomes
• use the platform for unlawful surveillance or unethical profiling
• upload unlawful, defamatory, discriminatory, or harmful content
• attempt to exploit vulnerabilities within the platform

Organisations remain responsible for maintaining:

• governance oversight
• ethical review processes
• human accountability structures
• lawful data handling practices

5. Employment and Workforce Decision Limitations

TRIKARAA must not be used as the sole basis for:

• hiring decisions
• firing or termination actions
• compensation decisions
• promotions
• disciplinary actions
• workplace investigations
• legal determinations
• employee eligibility decisions

All workforce-related decisions must involve independent human oversight and organisational review.

6. AI Limitations and Interpretive Risk

Users acknowledge that AI systems may:

• produce incomplete outputs
• reflect imperfect or evolving data
• generate inaccurate interpretations
• fail to capture emotional, cultural, political, or organisational nuance
• identify patterns without understanding full business context

TRIKARAA does not guarantee:

• predictive accuracy
• business outcomes
• workforce outcomes
• leadership effectiveness
• organisational performance improvements

Users are responsible for independently evaluating all outputs before acting upon them.

7. Data Responsibility and Governance

Client organisations remain responsible for:

• lawful collection of enterprise data
• obtaining necessary notices or permissions
• maintaining internal governance controls
• defining appropriate access rights
• ensuring ethical usage of workforce and organisational data

TRIKARAA does not independently verify the legality or appropriateness of enterprise data uploaded by client organisations.

8. AI Monitoring and Continuous Improvement

TRIKARAA and Hexateal may:

• review platform performance
• monitor system quality and reliability
• improve AI models and analytics frameworks
• conduct audits related to platform safety and effectiveness

Commercially reasonable efforts will be made to:

• identify harmful or unsafe system behaviour
• reduce unintended bias
• improve transparency and reliability
• strengthen governance safeguards

9. Restricted and High-Risk Usage

TRIKARAA must not knowingly be used for:

• unlawful discrimination
• mass surveillance
• political manipulation
• coercive behavioural targeting
• unlawful profiling
• automated legal determinations
• medical diagnosis or treatment
• psychiatric evaluation
• emergency response management

The platform is not designed for high-risk autonomous decision-making.

10. Human-Centered Decision Philosophy

TRIKARAA is built on the principle that:

• intelligence alone does not create clarity
• organisational complexity requires contextual judgment
• leadership decisions remain fundamentally human
• AI should augment thoughtful leadership — not replace it

The platform is intended to strengthen:

• reflection
• clarity
• contextual consideration
• organisational understanding
• leadership thinking

11. Reporting Concerns or Misuse

Users and organisations are encouraged to report:

• harmful outputs
• unethical usage
• security concerns
• discriminatory behaviour
• suspected misuse of the platform

Reports may be submitted to:

TRIKARAA powered by Hexateal — [Insert Contact Email]

12. Policy Updates

This policy may be updated periodically to reflect:

• evolving legal standards
• AI governance developments
• platform evolution
• organisational safety improvements
• ethical review outcomes

Continued use of the platform constitutes acceptance of updated policy terms.

13. Governing Law

This policy shall be governed in accordance with applicable laws, enterprise agreements, and contractual governance frameworks.