When AI gets it wrong in your business — who's accountable?
When AI gets it wrong in your business — who's accountable?
When AI gets it wrong in your business — who's accountable?
The accountability gap is the defining governance challenge of AI adoption in SMEs. Most frameworks address risk in the abstract. This piece looks at what accountability actually means operationally — and what needs to be true for it to hold under pressure.

Thinking worth reading,
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Thinking worth reading,
delivered occasionally.
Thinking worth reading,
delivered occasionally.
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AI governance built by operators, for operators. Serving SMEs across Aotearoa and Australia.
© 2025 Altira Limited. All rights reserved. Auckland, New Zealand.
ISO 42001 · Privacy Act 2020 · MBIE Aligned

AI governance built by operators, for operators. Serving SMEs across Aotearoa and Australia.
© 2025 Altira Limited. All rights reserved. Auckland, New Zealand.
ISO 42001 · Privacy Act 2020 · MBIE Aligned

AI governance built by operators, for operators. Serving SMEs across Aotearoa and Australia.
© 2025 Altira Limited. All rights reserved. Auckland, New Zealand.
ISO 42001 · Privacy Act 2020 · MBIE Aligned