Building AI and data teams for operational scale with SumUp’s Ana Isabel Casado

Building AI and data teams for operational scale with SumUp’s Ana Isabel Casado

In this episode of Builders, Lee Haynes speaks with Ana Isabel Casado Gómez, Head of Operations, Data and AI at SumUp. They discuss Ana’s career journey, the evolution of data challenges, and the role of AI in enhancing operational efficiency. Ana shares insights on building data teams, hiring challenges, and the importance of curiosity in candidates. The conversation also covers the differences in data approaches between product and operations, measuring AI success, and the future trends in AI and data.

Chapters

(00:00) Introduction to Data and AI in Operations
(01:16) Ana’s Journey into Data and AI
(05:54) The Evolution of Data Challenges
(06:11) Overview of SumUp and Its Operations
(10:02) Building a Centralized Data Team
(11:27 AI Initiatives in Customer Support
(16:27) Hiring Challenges in AI and Data Teams
(19:11) Assessing Curiosity in Candidates
(22:58) Differences in Data Approaches: Product vs Operations
(26:53) Measuring AI Success in Operations
(30:41) Stakeholder Engagement in AI Projects
(34:45) Maintaining Relevance in AI Solutions
(37:33) Self-Service Analytics and Data Literacy
(42:08) Understanding Complexity in AI Development
(44:20) Future Opportunities and Limitations of AI
(48:45) Trends in AI and Data for the Future

Det här avsnittet är hämtat från ett öppet RSS-flöde och publiceras inte av Podme. Det kan innehålla reklam.

Avsnitt(71)

This data science mistake is killing AI projects

This data science mistake is killing AI projects

Data science, AI, spam detection, fraud prevention, MLOps, and machine learning teams are reshaping how product companies build trust at scale. In this episode of Builders, Liniker Seixas, Senior Staf...

27 Maj 43min

The tech behind IKEA: secrets to global loyalty success

The tech behind IKEA: secrets to global loyalty success

Discover how IKEA's Head of Engineering Loyalty, Jip Koudjis, is transforming global loyalty systems to deliver personalized experiences at scale. Learn how IKEA consolidated 11 local programs into on...

27 Maj 43min

How Philips is actually scaling AI

How Philips is actually scaling AI

Data Engineering, AI Experimentation, Health Tech, and Data Platforms are reshaping enterprise innovation. In this episode of Builders, Jonas Dieckmann, Global Manager of Data Intelligence & Team Lead...

13 Maj 52min

The AI race has officially changed

The AI race has officially changed

AI, Data Innovation, Data Strategy, and AI Leadership are redefining how companies compete. In this episode of Builders, Goran Cvetanovski, founder & CEO of Hyperite, shares key insights from the Data...

6 Maj 45min

How AI is transforming retail at H&M

How AI is transforming retail at H&M

AI, retail, demand forecasting, personalization, organizational structure, AI trends—key insights in this episode.We talk with Sander Ardinois (VP of AI at H&M) about how AI is reshaping retail, from ...

29 Apr 44min

AI is rewriting engineering careers, and here's how to stay ahead

AI is rewriting engineering careers, and here's how to stay ahead

AI in engineering, career development, and engineering leadership are changing fast—and most engineers aren’t ready. In this episode, Lobo Olsson reveals how AI tooling, automation, and tech innovatio...

8 Apr 57min

How Siemens is powering a greener future (and what IT leaders must learn)

How Siemens is powering a greener future (and what IT leaders must learn)

Sustainability, IT, digital transformation: inside Siemens’ journey using AI, greener data centers, and smarter operations to drive decarbonization. Helena Babelon shares how strategy, circularity, an...

31 Mars 44min

AI is rewriting cybersecurity — are your teams ready for what’s next?

AI is rewriting cybersecurity — are your teams ready for what’s next?

Cybersecurity, AI, leadership: how can cyber teams tackle digital threats, AI risks & talent gaps? Lee Haynes sits down with EY’s Director of Cyber Security, Marco Pineda, to talk about strategy, inno...

25 Mars 47min

Populärt inom Teknik

uppgang-och-fall
elbilsveckan
bilar-med-sladd
market-makers
rss-laddstationen-med-elbilen-i-sverige
natets-morka-sida
rss-technokratin
rss-elektrikerpodden
developers-mer-an-bara-kod
rss-veckans-ai
skogsforum-podcast
bli-saker-podden
rss-uppgang-och-fall
rss-powerboat-sverige-podcast
rss-snacka-om-ai
under-femton
bosse-bildoktorn-och-hasse-p
rss-fabriken-2
rss-hit-med-dina-lunchpengar
rss-bakom-boken