#190 Part 1: The value of data science, and bringing new innovation to market, with Sarah Dods, formerly Head of Advanced Analytics at AGL

#190 Part 1: The value of data science, and bringing new innovation to market, with Sarah Dods, formerly Head of Advanced Analytics at AGL

Author: Felipe Flores May 25, 2022 Duration: 32:07

On this episode of the podcast, we are excited to speak to Sarah Dods, one of Australia’s top tech entrepreneurs, innovators, and company leaders.

In a career that has spanned from public organisations like NICTA and CSIRO, to private companies as wide ranging as AGL, Telstra Health, RMIT University and Gerson Lehrman, Sarah has been at the forefront of bringing technology and ideas to market.

As Sarah says, one of the big challenges with data science is articulating its value. Data science costs money to develop, and data science costs money to run. So, why would somebody pay money for what you’re doing? In this episode, she shares some of her proven strategies for justifying to those outside of the data science team how the investments will create and add value.

The other great challenge that the data science team needs to grapple with, Sarah adds, is change management – how do you explain an application or product to people that have not used before?

Stay tuned as Sarah talks about how the data science teams can turn these challenges into opportunities.

Thanks to our sponsor, Talent Insights Group!

We're always striving to further the conversation around the latest AI advancements and we would love to keep you involved in future conversations. Please join our Slack community to keep in touch with the wider data community.

Read the full podcast episode summary here.


In a field dominated by discussions of algorithms and infrastructure, Data Futurology carves out a different, crucial space. Host Felipe Flores guides conversations toward the human-centric challenges that ultimately determine whether an AI initiative succeeds or fails. This isn't a technical deep dive into model architectures; it's a series of dialogues about strategy, organizational change, and the practical leadership required to bridge the gap between potential and real-world impact. You'll hear from practitioners and executives who have navigated the complex last mile of deployment, where the real work of integrating technology into business processes and culture happens. The podcast explores how to select the right problems, build effective teams, and cultivate an ethical, forward-thinking approach to data science and machine learning. For leaders, managers, and anyone responsible for steering their organization through the adoption of these powerful tools, Data Futurology offers grounded insights and actionable perspectives. It’s about moving beyond the hype to create sustainable value, ensuring that the rapid pace of advancement in artificial intelligence is matched by thoughtful and effective human leadership. Tune in for a necessary complement to the more code-focused shows in your feed.
Author: Language: English Episodes: 100

Data Futurology - Leadership And Strategy in Artificial Intelligence, Machine Learning, Data Science
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