Tupuna Pai is designed to support responsible, transparent, and human-led AI-assisted decision-making.
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Human Oversight
 
AI supports human judgement rather than replacing it. Decisions remain the responsibility of the organisation, its people, and its governance structures.
 
Knowledge-Grounded AI

Tupuna Pai is designed to operate using organisational knowledge, governance frameworks, strategic documents, and approved information sources rather than unrestricted internet searching.
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Transparency and Accountability

AI-supported interactions and outputs can be reviewed to support transparency, accountability, and continuous improvement over time.
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Decision Support, Not Decision Replacement

Tupuna Pai provides information, analysis, and decision-support. It does not make final decisions on behalf of organisations or replace professional, operational, legal, financial, or governance judgement.
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Limitations

AI-generated outputs may contain inaccuracies, omissions, or incomplete information. Organisations should apply appropriate oversight and judgement when using the platform.

Continuous Improvement
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Tupuna Pai is designed to improve through feedback, review, governance oversight, and operational learning.