Name: Free workshop: What Predictive Models Actually Deliver in iGaming
Start: 2025-11-12T15:00:00+01:00
End: 2025-11-12T16:00:00+01:00

**Duration:** 45-60 minutes
**Format:** Live presentation with Q&A session
**Level:** Intermediate to Advanced

## Why Attend?

This webinar walks through two complete implementations of predictive models at European casino and sportsbook operators. You'll see the actual development process, the challenges they hit, and the measurable results they achieved - no theory, just what happened when they went live.

## What You'll Learn

**Case 1: Anti-Churn Model**
An operator losing half their players after two years built a model that predicted churn 3.5x better than random selection. Result: 23% more lifetime GGR from targeted retention.
**Case 2: Promotion Effectiveness**
A sportsbook running multiple campaigns couldn't tell which ones worked. They isolated the true impact of each promotion and redistributed budget. Result: 26% more GGR next quarter from the same spend.
**Plus:** The 8-step development cycle, common data challenges (negative lifespans, anyone?), and why "before vs after" comparisons mislead you every time.

## Key Takeaways

By the end of this webinar, you'll understand:

1. **The Four Types of Analytics** and where predictive fits in your current setup
2. **Why data foundation matters more than algorithms** (garbage in, garbage out isn't just a saying)
3. **How to define "churn" in iGaming** where there's no subscription cancellation
4. **The lift curve technique** for measuring model effectiveness before full rollout
5. **Segmentation vs. player-level modeling** and why degrees of freedom matter
6. **Stepwise approach to promotions** that isolates true impact from noise
7. **Common pitfalls**: overfitting, historical data assumptions, ignoring competition

## Who Should Attend

This webinar is for you if you're:

* **Marketing Directors/Managers** running retention and promotional campaigns
* **CRM & Retention Managers** looking for better player targeting
* **Head of Analytics/BI** building or planning predictive capabilities
* **Data Scientists & Analysts** interested in real-world implementation approaches
* **C-Level Executives** evaluating investment in analytics infrastructure

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Stanisław Szostak is the co-founder of Astral Forest, consulting agency specialising in analytics, governance, data & AI for iGaming industry. 
Stan leads the iGaming practice within Astral Forest, working since inception with online casino operators and other industry actors across Switzerland, France, Poland and UK. He specialises in leveraging data to drive business growth, marketing effectiveness, and ensure compliance and responsible gaming standards.  
With over 14 years of IT leadership experience, Stan helps his clients to become driven by data, thanks to his broad experience of successful delivery for major international clients and corporations. 
As the host of the Data Roll podcast, Stan shares his insights and expertise with a global audience, exploring the latest trends and developments in the world of data and analytics in iGaming. 

Stanisław Szostak

Free workshop: What Predictive Models Actually Deliver in iGaming

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Free workshop: What Predictive Models Actually Deliver in iGaming

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