
ALT DATA, AI AND THE LLM REVOLUTION
BattleFin Presents:
Theme: Alternative Data, AI and the LLM Revolution
BattleFin is bringing together top minds in the Alt Data, AI and LLM space. We will focus on generating deeper understanding, actionable insights and what future products and use cases will look like for the financial services industry.
For alpha-seekers and investment funds BattleFin leads the industry in:
- Connecting Data Users with Data Providers that can deliver Alpha
- Finding New Data Providers
- Exhibit tables deliver lead generation
- Surfacing New Insights with content/panels that focused actionable investment themes
Data Providers see that:
- One-on-One meetings deliver measurable return
- BattleFin events are 2 days vs 1.
- Exhibit tables deliver lead generation
- Speaking roles create brand recognition and exposure
- BattleFin events generate ROI
Register now to secure your spot and join us in New York City on June 10-11th, 2025.
2025 EVENT AGENDA
START TIMES
DAY 1 AGENDA
JUNE 10TH, 2025
ALT DATA CONTENT
3:30 PM
Registration Opens
4:30PM
The Future of Alt Data - emerging trends, the LLM affect & which data is producing the highest alpha
*Top 3 most predictive data calls so far this year and a look at what's popping up for 2Q and beyond
4:45 PM
Data Mosaic: A Macro perspective of the global economy using alternative data for a more timely read
What effects are tariff's having? How to track these using alt data.
Geopolitical risks, inflation tracker update, Labor market trends for the 2nd half of 2025
SPEAKERS
5:15 PM
Avoiding Chaos in the markets - Will funds Rotate back into Asia once Tariff talks settle down
Is China Bottoming? Tracking Asia Consumer Behavior
Asset, Sector and Country Rotations
Leveraging Alt Data for Risk Management
SPEAKERS
5:30PM
Data Mosaic: Industrials
Construction and Infrastructure spending (permits, satellite images of large construction projects, factories and warehouses, e.g. chip fabs, power plants, etc).
Factory activity via footfall and geo-spatial data (thermal signature, widget staging areas, emissions, etc)
Industrial labor trends (job postings, skill dev, union activity, capacity bottlenecks)
Commercial real estate drag, warehouse utliization and shipping volumes"
SPEAKERS
6:00PM
Earnings Mosaic: What trends are going to move stocks in the 2nd half of 2025
NLP and LLM developments
Expectations analysis
Sentiment and early warning signs
SPEAKERS
6:20PM
Using Survey Data to Track Buyer Intent and how this correlated to earnings call guidance
SPEAKERS
6:30PM
Deep Research with alt data into the Consumer Sector (Online and In-store Retail Sector highlights)
Footfall modeling vs Transcation data. What to look for in each, what to watch out for
Understanding consumer behavior patterns, cohort analysis, going beyond calling quarters to identify longer term themes and changes
SPEAKERS
7:00PM - 8:00PM
Cocktail Party
START TIME
DAY 2 AGENDA
JUNE 11TH, 2025
8:00AM - 9:00AM
Registration Opens
Location TBD
9:00AM - 12:45PM
Alt Data Content/ Panel Sessions
Location TBD
New Data Provider Showcase Competition
3 new data providers will present
Datasets will be reviewed over Exabel to showcase specific signal power
SPEAKERS
AI and LLM key topics for 2025 that Data Providers and Data Buyers need to know
Legal and compliance
Tech readiness
Go-To-Market plans
SPEAKERS
Data Showcase - REsimplifi
SPEAKERS
Supply Chain Deep Dive
Tarrifs and their impact on Supply Chain, Pricing and movement of goods
"Which datasets can help monitor supply chain disruptions and identify potential risks
Does Commodity tracking, retail activity and product availability provide insights?"
Using Shipping data, weather predictions and social media sentiment to enhance supply chain visibility
SPEAKERS
How PE firms can use Alt Data for Due Diligence, Deal Sourcing
What value can alt data bring to Portco's
SPEAKERS
Data Mosaic: Energy perspective - Oil & Gas demand/supply, Renewable Energy
Data centers, Power grid demand and which datasets can help track these
Global Oil, Gas and LNG flows (Geospatial/Shipping data)
Battery Supply chain and renewable infrastructure buildout
EV Charging Infrastructure (geospatial mapping of charger deployments)
SPEAKERS
Data Mosaic: Healthcare - Analyzing Alt Data to Identify Emerging Healthcare Trends
New medtech, changing patient demographics & evolving healthcare policiesDeduce patient behavior and preferences, which can guide healthcare investment and druge development
SPEAKERS
Data Spotlight - Third Bridge
Alt Data, AI and the Evolution of Investment Research
Unlocking of unstructured data at scale.
Signal extraction from real time IOT and Sensor data.
Democratization - alt data is no longer just for big funds.

AI AGENDA
START TIMES
DAY 1 AGENDA
JUNE 11TH, 2025
LLMs, Agents & Edge: The New Data Frontier
8:00 AM
Registration Opens
9:00 AM
The Silent Shift: How AI Has Already Changed Finance Forever
"AI isn’t coming—it’s already here. This keynote dives into how LLMs and agents are redefining the research stack and giving early adopters a competitive edge.
Key Themes:
• How LLMs are augmenting or replacing traditional workflows
• The rise of the AI-first research stack
• The compounding advantage of early adoption
9:35 AM
Expert Panel - From Search to Synthesis: LLMs Are Changing How We Discover & Value Data
• AI-led discovery and tagging
• Structured metadata and the future of alt data search
• Embedding GPT-style interfaces into analyst workflows
• Rethinking the data RFP process
SPEAKERS
10:10 AM
Lightning Talks - AI in Action: How We’re Using LLMs to Add Value to Our Data
Five-minute rapid-fire pitches from providers deploying real AI capabilities across their data offerings.
SPEAKERS
10:45 AM
Fireside Chat - Autonomous Agents Are Here: What Happens to the Human Analyst?
• Where AI is replacing vs. supporting analysts
• How investment workflows are being rebuilt
• Use cases: autonomous reporting, modeling, and alerts
• Risks: over-reliance, hallucination, and trust-building
11:20 AM
Demo Lab - Real-Time AI in Action: Agent-Driven Investing
We close the track with a live look at real tools and prototypes from data and AI companies actively deploying LLMs and autonomous agents in investment workflows.
• Agent-based data monitors
• Real-time summarization of alt data
• Prompt engineering for investors
• Building your own GPT-powered market agent
• Tools that plug into Ensemble or internal data catalogs
3:10 PM

2025 EVENT AGENDA
AI AGENDA
START TIMES
DAY 1 AGENDA
JUNE 11TH, 2025
LLMs, Agents & Edge: The New Data Frontier
8:00 AM
Registration Opens
9:00 AM
The Silent Shift: How AI Has Already Changed Finance Forever
"AI isn’t coming—it’s already here. This keynote dives into how LLMs and agents are redefining the research stack and giving early adopters a competitive edge.
Key Themes:
• How LLMs are augmenting or replacing traditional workflows
• The rise of the AI-first research stack
• The compounding advantage of early adoption
9:35 AM
Expert Panel - From Search to Synthesis: LLMs Are Changing How We Discover & Value Data
• AI-led discovery and tagging
• Structured metadata and the future of alt data search
• Embedding GPT-style interfaces into analyst workflows
• Rethinking the data RFP process
SPEAKERS
10:10 AM
Lightning Talks - AI in Action: How We’re Using LLMs to Add Value to Our Data
Five-minute rapid-fire pitches from providers deploying real AI capabilities across their data offerings.
SPEAKERS
10:45 AM
Fireside Chat - Autonomous Agents Are Here: What Happens to the Human Analyst?
• Where AI is replacing vs. supporting analysts
• How investment workflows are being rebuilt
• Use cases: autonomous reporting, modeling, and alerts
• Risks: over-reliance, hallucination, and trust-building
11:20 AM
Demo Lab - Real-Time AI in Action: Agent-Driven Investing
We close the track with a live look at real tools and prototypes from data and AI companies actively deploying LLMs and autonomous agents in investment workflows.
• Agent-based data monitors
• Real-time summarization of alt data
• Prompt engineering for investors
• Building your own GPT-powered market agent
• Tools that plug into Ensemble or internal data catalogs
3:10 PM


2025 Provider Sponsorship Options

Data Table | Silver Exhibit Table Sponsor | Gold Panel Speaking Role | Platinum Solo Speaking Role | Platinum Cocktail Sponsor | Premier Platinum Keynote Speaking Role | |
---|---|---|---|---|---|---|
$13,000 |
$19,000 |
$25,000 $30,000 w/Exhibit |
$50,000 | $50,000 | $100,000 | |
One-on-One Meetings |
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Dedicated Ensemble Profile & Access |
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Ability to Submit Data Buyer Wish Lists for Additional Lead Gen |
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Exhibit Table with Additional Branding |
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$5,000 Add On For Exhibit Table | ![]() |
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|
Speaking Role in Front of Whole Audience |
Panelist | Stand-Alone | Opening Remarks | Stand-Alone | ||
Number of Event Passes |
2 | 2 | 3 | 4 | 4 | 5 |
Number of Comp Buyside passes |
3 | 4 | 4 | 5 |

2025 Buyer Registration Options

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