This year, our conference agenda is built around two core themes: Growth and Platform. Every talk, workshop, and speaker will align with one of these focus areas:
Whether you're optimizing for growth or building the foundation that enables it, this conference is for you.
Half of the event is designed for meeting people. We hand-curate whom you should meet.
You have very specific problems and goals. There are people who have the exact same goals, and have already figured it out. You should talk!
EXL focuses on building authentic relationships and spending quality time with other like-minded people. Conferences can be great, but most people don’t go for the Powerpoint presentations.
And shared experiences unite people – making these relationships much stronger than a random encounter.
We survey every attendee about what they’re working on, key goals, experience, and obstacles.
Based on what you tell us, we create many rounds of dedicated, moderated discussion table sessions, so people working on similar things get together and learn from each other.
This way you get to actually learn how something is done while becoming fast friends.
You can pretend a lot of things, but you can’t pretend showing up. Events are not about the content. People forget what one or another speaker said. Most content is available on YouTube anyway, or might be better as a podcast.
What virtual events and online content can’t deliver is human relationships. Conferences are made for lasting professional relationships. That’s the whole point.
Talks based on our ‘Growth + Experimentation’ theme this year. And we drill down to get foundational operation and leadership perspectives as well.
ELENA
VERNA
Lovable
alexey komissarouk
Reforge
Makram Mansour
Intuit
Martin Tingley
Microsoft
Elena
Grewal
Data 2 the People
Medha
Umarji
Fanatics
Diana Jerman
Disney | Hulu | ESPN
JOHN CUTLER
DOTWORK
Thomas Fredell
TransformIQ.ai
Stanley
Zuo
Ancestry
Marketing Manager, Onsite Strategy
Prachi
Jhala
GoDaddy
Senior Product Manager
Katie
Bauer
GlossGenius
Senior Director of Data
Lee
Carson
Comcast
Remote Senior Director, Digital Experimentation
Janet
Jin
Reddit
Director - Strategic Finance
Darren Chait
Calendly
VP Growth
More to
be added
We aim for 50 moderators.
A day before the conference we host a special Workshop/Masterclass Day. We have a selection of expert workshops to choose from. Every attendee can choose 2 workshops to participate in, one set in the morning, and the second set in the afternoon.
A hands-on introduction to building functional AI prototypes without coding skills, designed specifically for experimenters and PMs looking to accelerate their workflow.
A hands-on crash course in using AI to extract insights from messy customer feedback—designed for marketers, PMs, and growth leads who want to understand customers faster, and find what really moves the needle.
Based on the highly rated Maven course featured in Product, Design and AI categories.
What drives breakout business growth? Leadership that empowers teams and fosters innovation. In this dynamic keynote, Thomas Fredell, a seasoned founder and CTO/CPO with multiple exits and an IPO, shares how empowered, outcome-focused product teams, inspired by Marty Cagan’s Product Operating Model, outperform rigid top-down plans. Drawing from his experience building the first virtual data room for M&A, Thomas shows how leaders can shift from directing to enabling—coaching teams, setting clear vision, and creating psychological safety for rapid experimentation. Through examples of remote-first teams and continuous testing, he reveals how experimentation fuels learning, iteration, and better business outcomes. Expect practical insights to transform your leadership and unlock team-driven growth.
How do you scale effective local team behaviors across an organization? This talk addresses this challenge, focusing on moving beyond top-down mandates for product operating models and experimentation cultures. The key is designing a thoughtful operating system to make change stick. We’ll explore rituals and language, drawing from service, game, learning, and human factors design. Operations should shape how people work, learn, and adapt, not just focus on process efficiency.
A special table session where folks are grouped by biz size, vertical, and roles to discuss implications of leadership and operations on their org’s growth.
Topic specific to each table.
You will be in hand-curated groups by interests, experience, etc.
This talk will focus on the challenge of evolving a basic A/B testing program into a fully scaled, self-sustaining experimentation ecosystem. We’ll dive into both strategic and operational components - managing an in-house testing tool, balancing roadmap bandwidth across teams, creating a flywheel of ideas that keeps experiments flowing, and designing a scalable data pipeline.
A common question in scaling experimentation programs is "How do we develop high-velocity experimentation?" Through my experience leveraging and enabling experimentation, and through countless hours collaborating with teams across Disney, external industry peers, and thought leaders, I have identified three key areas for improving any experimentation program: (1) strengthening of the experimentation culture, (2) enhancing automation and tooling capabilities, and (3) implementing robust measurement frameworks.
Understanding the difference between teams with a high velocity of testing vs low is an effective way to identify challenges and develop actionable approaches for how we help teams improve their experimentation speed and efficiency.
Topic specific to each table.
You will be in hand-curated groups by interests, experience, etc.
Pure, unscripted fun. This is where the magic happens.
What if your digital product could learn and improve itself—automatically? In this talk, I introduce a five-level framework to understand an organization’s learning and product development capacity, from basic build-and-ship to fully self-improving systems. Each level on the ladder represents a step-change in how we generate, test, act on, and learn from ideas, and requires changes to both experimentation tooling and practice. This framework can help you identify where your team is today—and what it takes to climb to the next rung.
This talk will share the story of how Airbnb created a rigorous experimentation culture focused on the voice of the customer and was able to drive significant business impact as a result. Dr. Grewal was at the front lines of the rocketship growth of Airbnb’s business, joining as one of the first data scientists in 2012, and departing 7 years later as the Head of Data Science leading a team of 200 data scientists. She will share her perspective on the key factors that led to a close link between experimentation and growth at Airbnb and how data science contributed to this. Find out what the very first experiment was that was run at Airbnb and the major changes at the company that came from the results. Then learn about the steps that leaders and data scientists took to spread experimentation to all departments and, critically, to invest in a rigorous experimentation platform that enabled that spread.
Topic specific to each table.
You will be in hand-curated groups by interests, experience, etc.
Topic specific to each table.
You will be in hand-curated groups by interests, experience, etc.
Building inside an AI company is like scaling a product that’s still being invented - by users, models, and some chaos. Growth isn’t about playbooks anymore; it’s about keeping up with a product that evolves daily and customers who expect magic. I’ll share what it’s really like to run growth in an AI-native world.
Your engineers are already vibe-coding their experiments, so why stop there? In this talk, we'll talk through the AIificiation of Growth, exploring a Growth organization moving at breakneck pace, decoupled from human bottlenecks.
Enterprise teams excel at optimizing existing products through experimentation. But what happens when the goal shifts from optimization to launching entirely new lines of business?
Makram built the testing programs at Linkedin and Intuit, here he’ll speak to his new role in ‘emerging products’ and reveal how leading companies structure for sustained growth—connecting core product teams, the CTO office, M&A, and internal ventures. We’ll unpack how these groups rigorously test new business ideas using a “three fits” framework: on paper, in the market, and in the bank. You'll learn how a Shark Tank-style process and succession metrics guide ideas from concept to validation, and how AI accelerates this path by focusing resources on what’s truly viable.
You’ll leave with a practical blueprint for building a repeatable, data-driven pipeline for new business growth within your enterprise.
Pure, unscripted fun. This is where the magic happens.
Have fun and make friends. Everybody there will be in the same boat as you, so lots to talk about. A 30-minute conversation at an event will already make a life-long connection.
A day before the conference (October 9th) we host a special Masterclass Day. Every attendee can choose to attend 2 workshops, one set in the morning, and the second set in the afternoon.
Workshops are a good match for you if you're really serious about skill building - they're much longer and go more in-depth than individual sessions at the conference.
The course covers topics not usually covered in introductory courses, including Ronny's Maven class on A/B Testing and his book. These advanced topics include:
- P-values misconceptions,
- Power, and False Positive Risk
- Why you should always give positive results a haircut
- Success rate estimation, and success of ideas vs. experiments
- The cost of false positives
- TOST and early stopping – when and how to correctly peek
- Bayesian and Frequentist approaches
- CUPED – variance reduction
- Risks of unequal variants and rare events
- Long-term holdouts
- Simpson’s paradox
- Randomization strategies: front door or at trigger point, ramp-up
- Cultural issues: can I test that? OFAT or major redesigns
When you register for the conference, you will get a $500 off coupon code for Ronny's Maven class: Accelerating Innovation with A/B Testing (https://bit.ly/MavenABClassEXL), which you can take before this workshop.
This afternoon workshop will feature 10-15 minute presentations from various practitioners on their applications of AI within the practice and flywheels of AB testing, customer research, and experimentation.
Exact presenters and topics TBA, stay tuned.
We do know that the OG himself Craig Sullivan will MC the AI workshop session along with Iqbal Ali.
They've been working on AI 'playbooks' for experimentation and will lead some hands on sessions on these topics.
- discovery,
- problem exploration,
- problem statement,
- solution statement,
- ideation,
- hypothesis,
- hyp/problem checker
Additionally Andy McNaught from Onxmaps.com has been doing some fantasic applications of LLM models and testing, he'll be attending as part of this showcase.
Duration: 8 hrs (9am to 5pm).
Lunch included
Added cost: $500
A day before the conference (October 16) we host a special Masterclass Day. We have a selection of expert workshops to choose from. Every attendee can choose 2 workshops to participate in, one set in the morning, and the second set in the afternoon.
We will cover topics not usually covered in introductory courses, including my Maven class on A/B Testing (https://bit.ly/MavenABClassEXL) and my book (https://experimentguide.com). These advanced topics include:
Register for the workshop, you will get a $500 off coupon code for Ronny's Maven class: Accelerating Innovation with A/B Testing (https://bit.ly/MavenABClassEXL), which you can take before this workshop.
15 minute presentations from various practitioners applying AI in experimentation and AB testing.
Dave Gerhardt – 10 Timeless Marketing Rules That Will Help You Attract Your Dream Customers, Create Superfans, And Run Laps Around The Competition
Dave Gerhardt – 10 Timeless Marketing Rules That Will Help You Attract Your Dream Customers, Create Superfans, And Run Laps Around The Competition
The course covers topics not usually covered in introductory courses, including Ronny's Maven class on A/B Testing and his book. These advanced topics include:
- P-values misconceptions,
- Power, and False Positive Risk
- Why you should always give positive results a haircut
- Success rate estimation, and success of ideas vs. experiments
- The cost of false positives
- TOST and early stopping – when and how to correctly peek
- Bayesian and Frequentist approaches
- CUPED – variance reduction
- Risks of unequal variants and rare events
- Long-term holdouts
- Simpson’s paradox
- Randomization strategies: front door or at trigger point, ramp-up
- Cultural issues: can I test that? OFAT or major redesigns
This afternoon workshop will feature various short presentations from practitioners on their applications of AI within the practice and flywheels of AB testing, customer research, and experimentation.
Exact presenters and topics TBA, stay tuned.
We do know that the OG himself Craig Sullivan will MC the AI workshop session along with Iqbal Ali.
They've been working on AI 'playbooks' for experimentation and will lead some hands on sessions on these topics.
- discovery,
- problem exploration,
- problem statement,
- solution statement,
- ideation,- hypothesis,
- hyp/problem checker
Additionally Andy McNaught from Onxmaps.com has been doing some fantasic applications of LLM models and testing, he'll be attending as part of this showcase.
We are a group of passionate practitioners energized by experimentation but not every individual, team, or organization will embrace the craft as we have. Resistance arises when one’s product development ideals conflict with misconceptions or misapplications of experimentation. Changing perceptions is crucial to fostering a successful practice. I’ll share examples of navigating reluctance at the team and org level.
The premise of this session is that people do business with people -- not products, strategies, or money -- and interpersonal competence is a proven determinant of professional success. In this interactive experiential workshop (talk then table session), participants will increase their interpersonal competence and learn how to more effectively influence and lead.
Topic: Connect session
A special moderated table session that extends Carole Robin’s content to allow hands on application of principles. Small groups will perform some ‘connect’ exercises, prompts coming from Carole.
Topic specific to each table
You will be hand-curated into groups by interests, experience, etc. Topics and prompts will vary.
In 'Bridging the Gap,' we compare the Product Operating Model (POM) and the Experimentation Growth Model (EGM), revealing their shared focus on customer-centricity, iterative development, and data-driven decision-making. Join us as we explore how integrating these models can drive sustainable success in today's digital landscape.
Speak to a researcher in any large organization and ask them their top frustration. Most will tell you it's action and impact as a result of the work they do. This problem goes far wider and deeper than just individual researchers getting their work stuffed into a drawer, it's a systemic problem with the way companies decide to solve problems, and validate that they've been solved. Join me in this talk to explore my thoughts on how to solve this big hairy business problem, by making research actionable, connected to your experimentation program, and most importantly, to the $$$ outcomes it drives.
Topic specific to each table
You will be hand-curated into groups by interests, experience, etc. Topics and prompts will vary.
Pure, unscripted fun. This is where the magic happens.
Chad will tackle why you need modern data management in the age of hyper iteration, experimentation, and AI. Explore why traditional data management practices fail and how the cloud has fundamentally changed data development. Learn about the modern application of data management best practices, including data change detection, data contracts, observability, and CI/CD tests, and outline the roles of data producers and consumers. Get a clear understanding of modern data management's components and how to leverage them for better data handling and decision-making.
Join Luke as he explores a broader definition of experimentation, focusing on upcoming avenues of product and CX innovation. Traditionally, most CX experimentation has centered on creative, design, copy, format, and product flow testing. With Gen-AI tools making these variations less expensive to release, we'll delve into new experimentation methods like model-variation testing and explore/exploit optimization. Discover less common experimentation types today that will become key to performance improvement in the near future.
Topic: What's working for you right now?
People are grouped to tables of 8-10 by company size and role. You will learn how your peers from similar-sized companies are driving results.
Topic specific to each table
You will be hand-curated into groups by interests, experience, etc. Topics and prompts will vary.
We experiment to measure, reduce risk, optimize, forecast, and most importantly—to learn. When a single experiment wins, we know what worked for one audience on one page at one point in time. But the real value of experimentation comes from learning at scale. With the right analysis, your experimentation program can become greater than the sum of its parts.
As talent continues to get sharper & technology becomes more advanced, it’s become a testing, optimization & AI/ML arms race over the last 2 to 3 years in an effort to reach consumers on a 1-1 level. While this new standard being set by consumers & companies continuously reaching to set a new bar has limitless opportunity, the process as well as organizational strain & bi-product of these new models make it extremely difficult for organizations to adopt at scale. This interactive discussion will help you identify where challenges exist within your company's ecosystems as well as organizational strategies & frameworks that enable long term sustainable scale.
Have fun and make friends. Everybody there will be in the same boat as you, so lots to talk about. A 30-minute conversation at an event can make a life-long connection.
Pre-party on October 9th.The main party is on October 10th. On 11th we'll have an unofficial party someplace somehow...
4824 E Cesar
Chavez St,
Austin, TX 78702
Individual tickets
Team ticket (3+ tickets)
Want to sponsor? Reach out to ben@speero.com for a sponsor prospectus and more information.
Want to sponsor? reach out to ben@speero.com for a sponsor prospectus and more information