Data Analytics Chat

In this episode of Data Analytics Chat, we explore the transformative impact of data analytics and AI in the fintech sector, particularly focusing on startups and maturing businesses. 

Manil Manohar, Head of Data at Ratepay, a FinTech organisation based in Berlin, joins us.

We discuss many topics, including advancements in AI and analytics, customer experience personalisation, fraud detection, risk assessment, and the operational efficiencies of AI technologies. 

00:00 Introduction to Today's Topic: Fintech and Analytics
00:31 Meet the Expert: Manil Manohar from Ratepay
00:56 The Role of Data in Decision Making
03:27 AI's Impact on the Fintech Industry
07:11 Leveraging Analytics for Market Opportunities
08:58 The Future of Crypto in Fintech
10:27 AI in Business Operations and Decision-Making
13:12 Challenges and Opportunities in AI Adoption
25:00 AI for Customer Experience and Fraud Detection
34:16 Optimising Operations and Reducing Costs with AI
36:26 Balancing AI Power with Data Privacy
38:03 Emerging Trends and Future Predictions in Fintech
42:27 Conclusion and Final Thoughts

Thank you for listening!

In this episode of Data Analytics Chat, we discuss the impact of AI on clinical research. 

Ben Gmeiner, Director of Medical Data Strategy and Science at Novartis, a global pharmaceutical organisation, joins us. 

We discuss AI's massive potential to revolutionise healthcare, enhance precision medicine, and improve clinical trials. Ben highlights the importance of integrating AI smoothly into existing workflows, ensuring data privacy, and overcoming regulatory challenges. We explore how AI can boost patient engagement and trial adherence and overcome the biggest barriers.

00:00 Introduction to Data Analytics Chat
00:30 Meet Ben Gmeiner, Director of Medical Data Strategy at Novartis
01:51 The Explosion of Health Data
02:45 AI's Transformative Impact on Clinical Research
04:13 Advancements in Clinical Trials with AI
10:23 Leveraging Health Data for AI Solutions
14:31 Challenges in AI Adoption in Healthcare
25:56 Regulatory Environment and AI Integration
31:39 Improving Patient Engagement with AI
34:04 Conclusion and Final Thoughts

Thank you for listening!

In this episode of Data Analytics Chat, we discuss building a data team from scratch.

Spriha Gogia, Senior Director of Data at Ophelia, a US healthcare organisation, joins us. 

As businesses strive to become data-driven to leverage insights, establishing a strong team is essential to being equipped to respond to market changes. We cover crucial topics such as identifying talent, establishing a data-driven culture, handling challenges, and aligning data team goals with overall business objectives, plus much more. 

Gain insights into forming a cohesive and effective data team in today's fast-paced business environment.

00:00 Introduction to Data Analytics Chat
00:27 Building a Data Team from Scratch
01:04 Guest Introduction: Spriha Gogia
02:05 Spriha's Journey into Data and Healthcare
03:18 Key Factors in Building a Data Team
05:50 Challenges and Solutions in Data Team Building
07:24 Hiring Strategies for Startups
13:30 Aligning Data Teams with Business Goals
27:42 Technology Tools for Data Teams
34:10 Measuring Success of Data Teams
37:40 Advice for Data Leaders
40:31 Conclusion and Final Thoughts

Thank you for listening!

In this episode of Data Analytics Chat, we discuss the impact of AI and ML on Investment Firms.

Limor Gultchin, VP of AI/ ML at Berkshire Partner, a Boston based Investment company, joins us. 

This field has had a magical influence across industries and here we explore the profound impact on the investment industry. We cover a range of topics, including current trends, disruptive technologies, and the transformative potential of large language models. 

Learn best practices for AI adoption and common pitfalls and strategies for staying ahead in this rapidly evolving field. 

00:00 Welcome and Introduction
00:19 Guest Introduction: Limor Gultchin
01:16 Limor's Journey in AI and ML
03:13 The Impact of LLMs and AI in Business
05:37 Challenges and Opportunities with AI
08:10 Market Research and Trend Analysis
12:29 Leveraging AI for Innovation and Growth
19:45 Supporting Portfolio Companies with AI
23:19 Hands-On AI Development and Partnerships
25:02 The Role of NLP in Market Research
27:51 Key Lessons for AI Integration in Portfolio Companies
34:34 Challenges in Adopting AI Technologies
40:21 Common Misconceptions About AI
43:44 Importance of Data Quality and Governance
47:36 Staying Updated with AI Advancements
49:43 Conclusion and Final Thoughts

Thank you for listening!

In this episode, we explore self-service analytics and its role in empowering business users.

We discuss the importance of providing straightforward yet powerful tools to non-technical users, enabling them to perform data analysis without the need for advanced coding skills.

David, CTO at Oka-BI, highlights how models, dashboards, and role-based access control enhance business performance analysis while ensuring strong data governance."

We touch on how training can boost data literacy.

This episode is essential for anyone embarking on a data transformation journey. It provides key insights to help your organisation achieve efficient outcomes.

00:00 Introduction to Self-Service Analytics
00:23 Empowering Business Users
01:09 Business Benefits of Self-Service Analytics
04:14 Tools and Technologies
05:16 Training for Non-Business Users
07:21 Data Governance and Access Control
10:00 Conclusion and Wrap-Up

Thank you for listening!

In this episode, we explore the significance of ROI in data analytics projects, examining how it can justify investments and discussing the metrics used to measure the value of analytics platforms. 

David, CTO at OKA-BI, shares his expertise on how businesses can track and enhance performance through well-designed data platforms.

This episode is essential for anyone embarking on a data transformation journey. It provides key insights to help your organisation achieve efficient outcomes.

00:17 Understanding ROI in Data Platforms 
00:45 Historical Perspective on ROI 
03:23 Measuring ROI: Key Metrics 
04:00 Productivity and Compliance Benefits 
05:58 Data-Driven Revenue Growth 
07:36 Popular Metrics in Today's Market 
08:46 Conclusion and Final Thoughts

Thank you for listening!

In this episode of Data Analytics Chat, we discuss the evolving world of data governance. 

Eric Falthzik, Data Governance Leader at Nousot, a Data & Analytics consulting business, joins us.  

We discuss the growing importance of data governance in today's data-driven landscape. Learn about the origins, current trends, and future of data governance, how it intersects with data privacy and security, and the crucial role of executive buy-in, organisational change, and continuous improvement in successful implementation. 

Eric also shares real-life examples and practical tips for managing and enhancing data governance strategies across various industries.

00:00 Introduction to Data Analytics Chat
00:23 Meet Eric Falthzik: Data Governance Leader
01:48 The Importance of Data Governance
02:46 Challenges in Data Governance
08:11 Data Governance and Data Privacy
11:53 AI and Machine Learning in Data Governance
17:15 Evolving Roles in Data Governance
27:57 Data Quality Challenges and Improvements
28:57 The Power of Incremental Improvements
29:51 The Importance of Consistency in Data Governance
31:03 The Never-Ending Journey of Data Governance
33:05 Growing Focus on Data Ethics
36:40 Challenges in Implementing Data Governance
42:22 Ensuring Business Value in Data Governance
45:57 Case Study: Successful Data Governance Transformation
49:29 Top Tips for Data Governance
51:58 Final Thoughts

Thank you for listening!

In this episode of 'Success in Data Analytics,' we welcome David Hill,CTO at Oka-BI, back to discuss the essential roles required in data analytics projects. From project managers to data architects, we explore the importance of each position and provide insights on how to structure your team effectively. 

Learn why methodologies like the Kimball method stand the test of time and how aligning roles with individual strengths can lead to project success.

This episode is essential for anyone embarking on a data transformation journey. It provides vital insights to help your organisation achieve efficient outcomes.

00:00 Introduction and Welcome
00:49 Key Roles in Data Analytics Projects
04:10 Defining Architectural Roles
08:22 Methodologies for Successful Projects
11:29 Importance of Team Alignment
15:48 Conclusion and Final Thoughts

Thank you for listening!

The 2nd episode of our new mini-series, "Success in Data Analytics," features David Hill, the CTO of Oka-BI. 
 
In this episode, we examine the critical topic of organisational maturity. David explains its definition, importance, and impact on business processes. He discusses the frameworks for assessing maturity and offers strategies for accelerating it using automation and AI technologies. 

This episode is essential for anyone embarking on a data transformation journey. It provides key insights to help your organisation achieve efficient outcomes.

00:00 Introduction to the Series
00:25 Understanding Maturity in Data Analytics
01:57 Impact of Maturity on Business
03:38 Assessing Organisational Maturity
04:47 Levels of ETL Maturity
08:04 Influence of Data Analytics on Maturity
09:21 Accelerating Organisational Maturity
12:42 Challenges in Changing Data Platforms
14:50 Conclusion 

Thank you for listening!

In this episode of Data Analytics Chat, we discuss the complex interplay between data strategy and human elements.

This conversation discusses critical aspects of the guest's five Cs framework (competence, collaboration, communication, creativity, and conscience) and the importance of empathy, communication, and leadership in successful data-driven transformations. 

We advise on overcoming resistance to change, fostering a data-centric culture, and the relevance of continuous training and development in implementing effective data strategies.

Tiankai Feng, Data Strategy and Data Governance Lead at Thoughtworks, a global technology consultancy, joins us. 

00:00 Introduction to Data Analytics Chat
00:29 Meet Tiankai Feng: Data Strategy and Governance Expert
01:35 The Journey to Writing a Book on Humanising Data Strategy
05:45 The Importance of Human Factors in Data Strategy
09:34 Leadership's Role in Data Strategy Implementation
16:39 Overcoming Resistance to Change in Data Initiatives
22:14 Effective Communication and Training in Data Strategy
27:56 Designing Human-Centric Data Strategies
30:44 Measuring the Success of Data Strategy Initiatives
32:37 Conclusion and Final Thoughts

Thank you for listening!