Ethics

Ethics & Assurance Overview

📅 January 2026✅ Aligned to UK Government Data & AI Ethics Framework✅ For Trust Boards, DPOs & regulators

This overview summarises how askKira aligns with the UK Government's Data & AI Ethics Framework and supports responsible, safe and lawful use of AI in education. It is designed to support due diligence by Trust Boards, Executive Leaders, DPOs and regulators.

1. Transparency
Government expectation: AI systems should be transparent, explainable, and clear about purpose, limitations, and appropriate use.
  • Clear articulation of purpose: askKira is a decision-support and professional-assistive tool, not an autonomous decision-maker.
  • Publicly available Privacy Policy and Safety Hub describing how data is handled, safeguarded and constrained.
  • Explicit guidance to users that AI outputs must be verified by professionals before use.
  • Clear separation between customer data and model training — customer content is not used to train models.
2. Accountability
Government expectation: Clear ownership, responsibility, and routes for challenge or redress.
  • Human accountability is explicit: responsibility for decisions always remains with the organisation and its staff.
  • No high-stakes automated decisions (e.g. safeguarding judgements, exclusions, grading, diagnosis).
  • Defined internal escalation and incident-response processes for safety, safeguarding or data concerns.
  • Clear contractual delineation of roles (controller/processor responsibilities).
3. Fairness
Government expectation: AI systems should be assessed and monitored for bias and unintended discriminatory impact.
  • Explicit commitment to inclusive, equitable use in education, including SEND and disadvantaged contexts.
  • Guardrails to prevent harmful, inappropriate or discriminatory outputs.
  • Emphasis on professional judgement to contextualise outputs rather than relying on AI generalisation.
4. Privacy
Government expectation: Strong data protection, minimisation, and lawful processing.
  • UK GDPR–aligned privacy-by-design architecture.
  • Data minimisation: only necessary data is processed.
  • Encryption in transit and at rest; role-based access controls.
  • Customer data is not used to train AI models.
  • Configurable retention and deletion controls.
5. Safety & Security
Government expectation: AI systems should be robust, secure, and actively monitored for misuse or harm.
  • Safety-first framing across product, policy and onboarding.
  • Automated monitoring for high-risk or inappropriate content categories.
  • Safeguarding-aware constraints aligned to education contexts.
  • Clear guidance on safe and unsafe uses of AI in schools and Trusts.
6. Societal Impact
Government expectation: AI should deliver public benefit and avoid unintended negative consequences.
  • Explicit positioning as augmenting, not replacing, professional expertise.
  • Designed to reduce workload, improve consistency and support ethical decision-making.
  • Strong emphasis on safeguarding, inclusion and responsible professional use.
7. Environmental Sustainability
Government expectation: Consider and mitigate environmental impacts of AI systems.

askKira is committed to ongoing review of its infrastructure sustainability posture. Further disclosure on hosting efficiency, compute optimisation and environmental impact measurement is in development.

Summary: askKira demonstrates strong alignment with the UK Government's Data & AI Ethics Framework in privacy, safety, accountability and human oversight. For organisations requiring deeper assurance or public-sector-grade documentation, please contact hello@askkira.com.