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199: Ethical AI for Purpose-Driven Growth with Dr Nici Sweaney, Founder of Ai Her Way

The Debra Shepherd Podcast

Release Date: 11/26/2025

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More Episodes

There are so many conversations about AI at the moment, but this one is very different and it’s a must listen because this conversation goes way beyond AI tools and prompts. I’m still buzzing from this conversation on The Debra Shepherd Podcast with Dr Nici Sweaney. This conversation is packed with experience, wisdom, insights and takeaways about AI that you need to hear.

Dr Nici Sweaney is an internationally recognised leader in ethical AI, known for blending deep technical expertise with a strong commitment to equity, governance, and real-world impact. With nearly two decades of experience as a scientist, educator, and data strategist, she is the founder and CEO of Ai Her Way, a consultancy helping organisations adopt AI ethically, effectively, and sustainably.

Dr Sweaney has designed and implemented AI and data-driven solutions across sectors - from government policy to conservation, education, and business. She is a Senior Fellow at the AI for Developing Countries Forum, where she contributes to global conversations on sustainable, inclusive innovation.

Dr Sweaney has been featured in Forbes, ABC, MammaMia, HerCanberra, Little National Post, and is slated for the 2025 Forbes Women issue. Her insights have shaped Australia’s national Responsible AI Use Guidelines and generative AI strategies in education. She has delivered over 85 keynotes and training sessions - including TEDx and presentations at the United Nations - and has been trusted by leading organisations including the World Wildlife Fund, ARIA’s, Paramount+, Canon, Melbourne Cricket Ground, ANU, University of Newcastle, Hoyts, Women in Media, Learning Environments Australia, and Australian Retirement Trust. Dr Sweaney has helped more than 60 organisations streamline workflows, build internal capability, and adopt AI in ways that are not only efficient but also ethical and inclusive.

Named one of Microsoft News’ Top 10 Trailblazing Entrepreneurs in AI to Follow in 2024, Dr Sweaney's work is grounded in a clear belief: AI, when governed ethically, can be a tool for empowerment - not exclusion.

In this episode, Dr Sweaney talks about ethical AI for purpose-driven growth.

 

HIGHLIGHTS

  • Dr Sweaney shares her business story and how she founded Ai Her Way. 
  • We have a small amount of time left to be involved in how AI is shaped. 
  • Women and underrepresented groups have been left out of the AI conversation and what we can do now to turn this around.
  • How large language models work and why it’s important to insert friction. 
  • What it means to use AI ethically, responsibly and meaningfully. 
  • Using a large language model well is not dependent on the particular tool you choose.  
  • Taking a strategic and systematic approach to AI. 
  • Integrating AI staff members into your business and the importance of human oversight. 
  • Dr Sweaney shares her predictions for the next 12 months. 
  • Top three tips for leaders, entrepreneurs and businesses on how to use AI ethically and meaningfully. 
  • Dr Sweaney talks about meaningful living and what it means to her. 

Plus, more!

 

SHOW NOTES

Get all episode show notes here:  

www.debrashepherd.com.au/debra-shepherd-podcast  

 

CONNECT WITH DR NICI SWEANEY

www.aiherway.com.au

Instagram @AI_Herway

Join Dr Nici Sweaney’s Intro to Using GenAI Course (complimentary access for listeners of The Debra Shepherd Podcast).

 

CONNECT WITH DEBRA

www.debrashepherd.com.au

Instagram @_DebraShepherd  

Work With Debra