San Francisco Data Summit
October 29 2025
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AltDating
AltDating Hub

Our AltDating sessions facilitate interactions between data buyers and sellers via a programme of personalised matchmaking based on your needs.

Slot 1 - 11:30
Slot 2 - 11:45
Slot 3 - 12:00
Slot 4 - 12:15
Slot 5 - 12:30
Slot 6 - 12:45
Slot 7 - 2:00
Slot 8 - 2:15
Slot 9 - 2:30
Slot 10 - 2:45
Neudata Lunch dinner plate icon
Registration & networking breakfast
8:00 - 8:50
Exhibition area
Opening remarks
8:50 - 9:00
Nikko Ballroom
Keynote fireside chat
9:00 - 9:25
Nikko Ballroom
Quantitative
Data providers
Fundamental
Private markets
Data sourcing strategy: Resilience in a changing world
9:25 - 10:00
Nikko Ballroom
Quantitative
Fundamental
Private markets
As the data landscape continues to evolve at pace, identifying and leveraging the right datasets is essential for driving informed financial decisions. Investment funds face mounting challenges, ranging from shifting regulations and data discontinuation to the risk of alpha decay. This session will delve into how resilient sourcing strategies and cutting-edge analytics are helping firms navigate these complexities and maintain a competitive edge.
Keynote
10:00 - 10:30
Nikko Ballroom
Quantitative
Data providers
Fundamental
Private markets
Coffee cup icon in black
Coffee & networking break
10:30 - 11:00
Exhibition area
Data monetization seminar & networking
10:10 - 11:00
Carmel Room
Pre-registration required
This exclusive workshop will bring together a dynamic group of data owners and data buyers to explore strategies and opportunities for data monetization. Hear from a panel of Neudata experts, before taking the opportunity to ask questions, gather invaluable intel and form connections within an closed networking setting.
New vendor showcase
11:00 - 11:30
Nikko Ballroom
Quantitative
Fundamental
Private markets
This session will showcase some of the newest vendors, datasets and product launches taking the alternative data industry by storm. Ensure you keep on top of the latest updates and case studies to inform your future data acquisition strategy.
Vendor presentation
11:30 - 11:50
Nikko Ballroom
Quantitative
Fundamental
Private markets
Vendor presentation
11:50 - 12:10
Nikko Ballroom
Quantitative
Fundamental
Private markets
2025 healthcare data trends
12:10 - 12:30
Nikko Ballroom
Fundamental
Private markets
This session will explore popular healthcare data categories as well as considering what non-healthcare data sets are being explored by healthcare investors. Over a year on from significant disruptions in the space, what are the use cases for open vs closed claims data? How can investors stay ahead of the impact of the Trump administration's bill on healthcare in the US? Dive into these and other key trends in the 2025 healthcare market.
Tracking consumer trends: From impressions to investments
12:30 - 1:00
Nikko Ballroom
Quantitative
Fundamental
Private markets
From monitoring Big Tech sentiment to tracking emerging brand adoption, gaining a deep understanding of consumer behaviour is more vital than ever for hedge funds, asset managers and private equity firms alike. This panel will explore how popular and emerging consumer transactional datasets are unlocking new insights - helping investors stay ahead of market shifts and identify alpha-generating trends.
AltDating
11:30 - 1:00
AltDating Hub
One-to-one networking
Our AltDating sessions facilitate interactions between data buyers and sellers via a programme of personalised matchmaking based on your needs.

Slot 1 - 11:30
Slot 2 - 11:45
Slot 3 - 12:00
Slot 4 - 12:15
Slot 5 - 12:30
Slot 6 - 12:45
Neudata Lunch dinner plate icon
Lunch break
1:00 - 2:00
Monterey Room
The state of alternative data in private markets
2:00 - 2:20
Carmel Room
Private markets
Private market datasets, especially firmographic ones, are abundant, but investors often struggle to assess their quality before making a purchase. This session will explore where alternative data is truly adding value in private equity and where it's falling short. How can investors more confidently evaluate data providers for consistency and accuracy, saving both time and money.
Reyna Eapen
Research Analyst, Neudata
Alternative data: The next frontier in private market growth?
2:20 - 3:00
Carmel Room
Private markets
As private market investors navigate a new era shaped by economic uncertainty, regulatory shifts, and the rise of AI, data is no longer a supporting tool - it’s a strategic asset. This forward-looking panel will explore how private equity and venture capital firms are tapping into emerging datasets to enable proactive universe mapping, sharper deal origination and real-time due diligence, redefining what it means to compete in today’s private markets.
Rewriting the playbook: Data-driven value creation in private equity
3:00 - 3:30
Carmel Room
Private markets
In a competitive, data-saturated investment landscape, traditional financial metrics no longer provide a sufficient edge. Private equity firms are increasingly turning to alternative data sources to enhance portfolio performance and uncover untapped value. This discussion will explore how investors can help portfolio companies use data to enable smarter decisions, sharpen market positioning, and ultimately monetize data assets to unlock new revenue streams.
AltDating
2:00 - 3:00
AltDating Hub
One-to-one networking
Our AltDating sessions facilitate interactions between data buyers and sellers via a programme of personalised matchmaking based on your needs.

Slot 7 - 2:00
Slot 8 - 2:15
Slot 9 - 2:30
Slot 10 - 2:45
Coffee cup icon in black
Coffee & networking break
3:30 - 3:50
Exhibition area
What is the risk of AI on a business?
3:50 - 4:10
Nikko Ballroom
Quantitative
Data providers
Fundamental
Private markets
The LLM clause: What’s fair? What’s risky? What’s next?
3:30 - 4:10
Nikko Ballroom
Quantitative
Data providers
Fundamental
Private markets
AI and LLMS promise to transform the extraction of insights from unstructured data, but what is actually working in practice? What impact is this having on the processing of Alternative Data in the investment vertical? Will the emergence of agentic AI and specialized tools overcome interpretability and explainability challenges? Discover how such breakthroughs could reshape how data supports investment decisions, while balancing compliance and commercial impact.
AI differentiation: Navigating licensing, ownership and exclusivity
4:40 - 5:15
Nikko Ballroom
Quantitative
Data providers
Fundamental
Private markets
With the race to differentiate well underway, leading AI firms are securing proprietary datasets, to fuel innovation. Explore how the industry is navigating the evolving landscape of data licensing, where contracts must keep pace with shifting regulations and a growing scrutiny around data rights. Hear how investment funds are not only deploying AI but increasingly building models in-house, further intensifying demand for compliant, high-value data.
Networking drinks wine glasses icon
Networking drinks reception
5:15 - 7:00
Exhibition Area