Big data

42 articles tagged with this keyword

/ai

Innovating with AI: How to Improve and Extract Value From Federated Data

In Frankfurt at Sibos 2025, Akber Jaffer, CEO, SmartStream spoke to FinextraTV about on-going conversations around AI innovations and their strategic rebrand to be more data-centric. As part of this conversation, Jaffer described how many institutions have federated data that requires improvement, and a renewed focus on data hygiene in order to keep up with innovation needs. Jaffer creates a picture of an industry ready for progression and with the tools to succeed, but requiring dedicated focus on ensuring existing sources of value are relevant for a new modern era.

/regulation

How the Future of Finance Will Be Governed by Agentic AI and Trusted Data

Joining the FinextraTV studio in Frankfurt, Cyril Cymbler, Head of FSI - EMEA & Global Banking, Databricks explored the critical role of data governance in the age of agentic AI. With financial institutions facing increasing regulatory pressure, Cymbler emphasised that high-quality, well-governed data, along with metadata, machine learning models, and access controls, is essential for building trust and regulatory compliance. He described the shift from rule-based systems to sophisticated AI agents capable of managing other agents, enabling real-time decisions like credit scoring and fraud detection. Cymbler outlined three success factors for financial institutions: defining clear business value, anticipating risk, and streamlining processes. He concluded with three key recommendations: establish strong data governance, set structured AI goals, and ensure scalability of use cases—to unlock the full potential of agentic AI in financial services.

/ai

Is Generative Too Generic? Why You Need to Consider Banking Specific AI

Taking time out from Sibos 2025, Tim Mussche, Area Vice President, EMEA, nCino spoke with FinextraTV to discuss how the last year has allowed the industry to better understand AI use cases. This, Mussche says, has prompted more discussions around data, cloud and warning not to get too taken by the promise of Generative AI if a more specific model would be better.

/cloud

How Cloud Transformation is Key, But Culture Over Technology Reigns Supreme

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/ai

What is Fueling Impactful AI Solutions for the Australian Market?

Whilst at the Communify Insights Experience in London, Will Bailey, President, International Sales, Communify Fincentric joined the FinextraTV studio to describe how Knowledge Bases help financial firms understand and trust their data sources. Speaking to his base location of Australia, Bailey shares how Australians, in particular, are struggling with managing data governance and how compliant, trusted sources of data are far safer and more insightful than simply relying on casual AI usage.

/wealth

How to Turn Data Into Insight in a New Era of Financial Intelligence

Stepping away from a busy event, Leon Saunders Calvert, President & Managing Director - B2B, The Economist Group sat down with FinextraTV to discuss the role of data in a new era of financial intelligence. Describing how bigger data isn't as good as qualified data, Sanders Calvert helps to contextualise some of the key considerations when interoperating data in the current industry landscape.

/payments

The Biggest Trends Driving Innovation in Payments Modernisation

Joining the FinextraTV studio at EBAday 2025 in Paris, Conor Colleary, Senior Vice President, Oracle Financial Services discusses ISO20022 developments. Describing the variations in preparedness - from fully prepared to more technically compliant - Colleary explains how the new messaging standards will enable massive data opportunities. Bringing Instant Payments into the conversation, Colleary also helps to contextualise how the payment sector is broadening out and enabling future innovations, such as QR codes, tokenisation in the back office and verification evolutions

/ai

AI & Wealth: How to Build Trust Through Impact & Personalisation

Whilst at Money 20/20 in Amsterdam, Bahadir Yilmaz, Chief Analytics Officer, ING joined FinextraTV to provide some data insights in relation to growing AI conversations. Describing the challenge of taking data from its origins into actionable, presentable insights for clients, Yilmaz explains how a succesful, easy process will help to increase client's comfort with sharing larger, useful portions of data. Yilmaz, while speaking to AI use cases, says that clients are not interested in what happens behind-the-scenes, they care more for faster services and experiences where they can personally notice the change.

/wealth

How The Future of Data is Personalisation & Scalability

Stepping away from a busy Communify Fincentric User Experience 2025, Nicole Nakashian, Chief Operating Officer, Communify Fincentric spoke with FinextraTV on the process behind product development. Discussing security and customer protection, Nakashian explains how events help to contextualise the importance of products and how the future will feature higher data personalisation and quality data for heightened scalability.

/ai

What To Consider When Working with AI & Real-Time Data

In this interview at Money 20/20 2025 in Amsterdam, Rishi Doerga, Senior Solutions Engineer, Confluent helps to define real-time data and how it can be safely and correctly utilised alongside AI. When discussing best use cases for AI, Doerga advised a need to take a step back and consider how to manage vast amounts of data, as well as how to approach the data input when working with Agentic AI tools. Doerga also helps to provide some insights to those that require real-time data but are more apprehensive of AI.

/markets

What’s Driving Digital Banking Innovation in APAC?

Providing insights on innovation in the APAC region, Will Dale, MD, APAC, Temenos and Minh Vu Hong, Head of Core Banking, Big Data & Analytics, MSB joined the FinextraTV studio at Temenos Community Forum 2025. Explaining how APAC innovation has come out of a need for creativity in order to drive financial inclusion among large populations, Dale and Vu Hong spoke about how to improve and modernise product design, deployment and investment.

/regulation

How Flexible is ISO20022 and What are Hybrid Addresses?

Whilst at EBAday 2025 in Paris, Paul Ruskin, Business Development Director, Trace Financial joined the FinextraTV studio to give his insights what will happen beyond the ISO20022 November deadline. As well as providing clarity that January is the most important, firmer deadline, he also provided a helpful insight into the development of hybrid addresses and the impact on unstructured data.

/regulation

Why A Common Standard Is More Important Than A Common Technology

In this FinextraTV interview at the 2025 EBAday in Paris, Tsvetanka Nankova, Managing Director, Global Head of Sales Institutional Cash & Trade Finance, Deutsche Bank visited the studio to discuss the future of data. Comparing the popularity of data conversations to those of AI, Nankova emphasises the importance of not taking data at 'face value' and instead interrogating its origins, compliance, accuracy, and relevance. On top of this, she explains the two-fold benefit of regulation like ISO 20022, explaining how a shared standard should be prioritised over a shared technology.

/cloud

How Knowledge Bases Enable Trusted Insights

During a quiet period at the 2025 Communify Fincentric Experience, Yaela Shamberg, Chief Product Officer, sat down with FinextraTV to give her outlook on the current technological landscape. From the innovation of componentization, data knowledge bases and brand differentiation, Shamberg discusses the main optimisms for 2025 in Fintech.

/ai

The Data Quality Issue: Not Just A Legacy System Problem

Joining the FinextraTV virtual studio, Andrew Colombi, Co-Founder & CTO, Tonic.ai discusses the current test data landscape and provides a number of fascinating insights on everything from quality data generation, synthetic test data usage and how both modern and legacy companies are struggling in different ways.

/ai

Digital Transformation: Get a Handle on Your Data First

In this FinextraTV interview, Arsalan Minhas, AVP, Sales Engineering EMEA & APAC, Hyland and Matt Bazley, Account Executive, Hyland explain the evolution of digital transformation. Whilst discussing the usage of AI, blockchain and new-age technologies, they also define the importance of well-structured, transparent and secure data as a first priority

/ai

GenAI, Agentic AI and Their Place in Modern Banking

Joining the FinextraTV studio, Barb Morgan, Chief Product and Technology Officer, Temenos discussed how a customer focus is shaping banking innovation. From adoption of cloud and SaaS, modular core banking modernization and the role of AI. How she believes that AI is actually no longer a buzz word, but an accepted part of the modern workplace. Along with the use case for real-time data, Morgan discusses the differences between GenAI and Agentic AI.

/predictions

How CES Informs U.S. Bank's Continuous Innovation

Attending CES in Las Vegas, Don Relyea, Chief Innovation Officer, U.S. Bank, spoke to FinextraTV about why an electronics show like CES is so instrumental to banking. As well as noting the increase in financial firms attending, Relyea describes how technological innovation will intersect with the future of banking and financial services in 2025.

/ai

Why Only 20% of Your Data is Valuable

One factor to apprehensive AI adoption is the overwhelm organisations feel when approaching their data, especially those that are not yet digital first. While attending Finextra’s inaugural ‘NextGenAI’ event, Jonathan Ede, Director of Data Technology, CACI joined the studio to discuss his belief that only 20% of data is valuable. This in mind, he explains, enables organisations to approach AI and digitisation much more effectively and efficiently, whilst listing the pillars of AI: strategy, data and integration.

/predictions

Why Hard-to-Abate Carbon Projects Should Be Our Priority

Often when looking for solutions to big problems, it can be a good idea to start small. However, in regard to the contribution of fintech firms to addressing Climate change, Maya Hennerkes, Director, Director, Green Financial Systems, Climate Strategy and Delivery, EBRD told FinextraTV that we should be focussed on large, hard-to-abate sectors. With reflections on COP 29, she celebrates the wins and explains one of the biggest progresses will be around financial mobilisation within the private sector. Hennerkes goes on to discuss the role of data within the journey to greater investment and understanding and calls for more data from the emerging markets.