Data Warehouse
Meet other local people interested in Data Warehouse: share experiences, inspire and encourage each other! Join a Data Warehouse group.
5,763
members
7
groups
Largest Data Warehouse groups
Newest Data Warehouse groups
Frequently Asked Questions
Yes! Check out data warehouse events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the data warehouse events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find data warehouse events near your location here. Connect with your local community and discover events within your area.
Data Warehouse Events Today
Join in-person Data Warehouse events happening right now
#34 AI Series: HuggingFace - G. Channing
We are excited to feature **Georgia Channing**, who is currently leading the AI for Science team at **Hugging Face** and will discuss "**When Silicon Meets Carbon: Bringing Synthetic Biology to Life**", lasting approximately 45 minutes. After the talk, seize the opportunity to connect with fellow AI enthusiasts to share ideas and questions while enjoying free drinks and pizza. **Door close by 7.15pm, so please come early! Also, "attend"ing (RSVP) here on Meetup is strictly necessary to be guaranteed entry.**
Please note that Meetup has recently been quite keen on promoting its Plus program. However, you are not obligated to purchase it, as both our events and the platform remain free.
**Who is this event for?**
This event is open to everyone interested in state-of-the-art AI research. We especially design it for students, PhD candidates, academic researchers, and industry professionals with a research focus in machine learning.
**Abstract**: Foundation models have transformed how we read and design biological systems, from protein structure prediction to the generation of novel sequences. But building these models is as much an engineering problem as a scientific one. This talk looks at what it takes to bring AI for biology from research into practice, and at the challenges that make science a uniquely demanding domain for machine learning. We will cover how foundation models for biology are trained and deployed at scale, why scientific data is so different from the text and images that drive mainstream AI, and where the gap between a benchmark result and a real biological discovery still lies. The aim is to show how modern AI connects to living systems, and what we need to get right for synthetic biology to fully benefit from it.
**Bio**: Georgia Channing is the AI for Science Lead at Hugging Face, working at the intersection of machine learning and the natural sciences. She read for her Master’s and PhD in computer science at the University of Oxford, with a focus on applying AI to scientific discovery. Her work has spanned a wide range of AI-for-science areas, including remote sensing, biophysics, and materials design. She now focuses on building open tools, models, and communities that make scientific research more accessible, collaborative, and reproducible.
We are [BLISS](https://bliss.berlin/) e.V., the **AI** **organization** in Berlin that **connects like-minded individuals** who share great interest and passion for the field of machine learning. This summer 2026, we will, again, host an exciting speaker series on site in Berlin, featuring excellent researchers from cohere, ETH Zürich, University of Oxford, HuggingFace, and Stanford University.
Website: [https://bliss.berlin](https://bliss.berlin/)
Youtube: [https://www.youtube.com/@bliss.ev.berlin](https://www.youtube.com/@bliss.ev.berlin)
Disclaimer: By attending this event you agree to be photographed.
Bachata Dance Class Berlin - Beginners-+ Tanzkurs (Dienstag)
Bachata (the dance of our generation) is a social couple dance like Salsa - no choreography. The community in Berlin is active daily - you will meet a lot of open-minded people and make new friends quickly!
Every Tuesday we have Bachata dance classes in Berlin - we are usually a group of around 20 people (95% beginners):
🕖 19:00 class: Beginners-+ Bachata Technique (0-1+ years experience)
• No partner needed - we switch (for couples: partner rotation is optional).
• You can start from zero in any of these classes!
📍 Adress: Jakob-Mierscheid-Steg ([Google Maps Link](https://maps.app.goo.gl/pjXopSSqAt55FQGW9)) - near S+U Hauptbahnhof
We are down by the river.
• Price: 12€ per class (10er-card = 100€).
✅ Dance teacher contact: [WhatsApp-group](https://chat.whatsapp.com/IWKPsid0cBDAUHCWKZNL2B) / [Instagram](https://instagram.com/mahir.bachata.berlin)
🇩🇪: Bachata (der Tanz unserer Generation) ist ein sozialer Paartanz wie Salsa - keine Choreographie. Die Bachata-Szene in Berlin ist groß und täglich aktiv - du wirst schnell viele offene Leute kennenlernen und neue Freundschaften schließen!
Jeden Dienstag findet dieser Bachata Tanzkurs statt - wir sind meistens eine Gruppe von 20+ Leuten (95% Anfänger):
🕖 19 Uhr Kurs: Anfänger-+ Bachata Technik (0-1+ Jahre Erfahrung)
• Kein Partner nötig - wir wechseln (für Paare ist der Partner-Wechsel optional).
• Du kannst in diesen Kursen jederzeit von null starten!
📍 Adresse: Jakob-Mierscheid-Steg ([Google Maps Link](https://maps.app.goo.gl/pjXopSSqAt55FQGW9)) - Nähe S+U Hauptbahnhof
Wir sind unten am Wasser.
• Preis: 12€ je Kurs (10er-Karte = 100€).
✅ Tanzlehrer Kontakt: [WhatsApp-Gruppe](https://chat.whatsapp.com/IWKPsid0cBDAUHCWKZNL2B) / [Instagram](https://instagram.com/mahir.bachata.berlin)
Schreib uns gerne eine Nachricht, wenn du offene Fragen hast! Wir freuen uns auf dich ❤
Bachata Classes Berlin
Collaborative Modeling Meetup - Problem Solving with EventStorming
For the June edition of our collaborative modeling meetup, we’ll continue the EventStorming deep dive we started earlier this year and explore some of the tactics and recipes of this format. What does that mean, exactly? Massive learning, massive fun, and massive numbers of sticky notes.
As always, everyone is welcome. You don't need to be a software engineer to participate. In fact, it would be great to have more people who aren't software engineers. We're here to solve problems cross-functionally, not get into implementation details. As long as you care passionately about getting things right, then you belong here!
This is a hands-on workshop. Be prepared to participate fully and add to the energy of the room. Looking forward to seeing you there!
regular NixOS Meetup @c-base
We are back in the c-base!
Do you already run NixOS and want to talk to other people or want an introductory session with some NixOS users. Just bring your machine!
Usually there are no topics, we just sit in front of our computers, talk about stuff, debug some problems or review some PRs on nixpkgs.
There are drinks usually available from the c-base bar.
If you can't find us. just ask around or ask in irc (#krebs on hackint)
Monatlicher Stammtisch der JUG Berlin-Brandenburg
Liebe JUG-Mitglieder,
wir möchten Euch herzlich zu unserem nächsten Stammtisch, der jeden ersten Dienstag im Monat stattfindet, einladen. Alles weitere kann im unserem Blog unter http://www.jug-berlin-brandenburg.de/ gefunden werden.
Viele Grüße
Sandra, Jan, Jörg und Oliver
Lousy & Lazy SC - Mixed Friendly Football
Do you like to play football - but relaxed and not with competitive or aggressive players? Are you a bit lazy, a bit old, a bit unfit or not so talented? Are you tired of insecure bros who only want to show off their skills? **Then [Lousy & Lazy Football](https://www.instagram.com/landlsc/) is the right thing for you!**
We are a group of friendly people who just want to have a relaxed kick. All genders, ages (+18) and nationalities welcome. **Feel free to join the waitlist even if it seems long - sometimes we make the event larger and play on two pitches (24 players, four teams) or even three pitches (36 players, six teams), depending on demand.**
Note: **We do not allow high-studded football boots during our sessions.** To avoid injuries, we only play with "Multinocken" (multistuds) or shorter. Please have a look here: [link](https://www.11teamsports.com/de-de/fussballschuhe/multinocken/).
Rules for lazy & lousy football
1. **Don’t be competitive**
2. **No hard tackling/sliding challenges**
3. **Support new players by giving them the time and space to play the ball**
4. **Don’t dribble past multiple players (trying to take on a player is fine but at no point should you be trying to dribble past multiple players).**
5. **Don’t close down the defenders too quickly. Give the team a chance to play the ball out.**
6. **Rotate the goalkeeper**
7. **Be a teamplayer**
Waiting list:
This meetup is for members of the Lousy & Lazy Sport Club. If you want to try out our lousy & lazy sport events, you can do a trial run (Probetraining).
Meetup #13 — Money + taxes
The state deals with a lot of money. People and organisations need to declare, file, and pay taxes or receive returns if they overpaid the state. Tax contributions amount to billions of euros, funding public goods such as infrastructure, education, social welfare, and defence.
In the 13th edition of our meetup series, we take a closer look at research and design in public finance and taxation, exploring diverse perspectives from 3 speakers. The evening aims to spark a discussion about the government’s or the state’s role, and how it can be accommodating to citizens, residents, and business owners.
We will hear from:
* Manuel Großmann (Taxfix)
* Merici Vinton (formerly US Digital Service)
* Sonja Wilczek (DigitalService des Bundes)
The federal government’s DigitalService is hosting the meetup on the mezzanine floor of its Kreuzberg office.
All presentations will be given in English. Questions in the later discussion part can be raised in either English or German.
The event is jointly organised and hosted by CityLAB Berlin and DigitalService.
Data Warehouse Events This Week
Discover what is happening in the next few days
PyData London 2026
PyData London 2026 brings together data scientists, engineers, and researchers from around the world for three days of insightful talks, tutorials, and community connection. Hosted in one of Europe’s leading tech hubs, the event highlights the latest developments in Python, machine learning, and data science. Attendees can expect a mix of cutting-edge research, real-world applications, and opportunities to network with industry leaders. Whether you're a beginner or an expert, PyData London offers something for every level of the data science community.
**THIS IS NOT A TICKET- TICKETS MUST BE PURCHASED ON CONFERENCE WEBSITE.**
https://pydata.org/london2026
From APIs to Agents: Control, Identity, and What Breaks Along the Way
Riverty Tech Night in collaboration with KI Park and cloud ahead
Most of what we've built over the last \~15–20 years assumes a static frame of reference: Apps talk to services over APIs. You know who's calling what, you can stick a gateway in front of it, apply some policy, and move on.
Agents don't really fit that model.
They don't just call an API and return. They decide what to do, call a tool, look at the result, call something else, maybe involve another agent, loop through an LLM a few times… all the while, doing onbehalf of the user, with permissions that aren't always obvious.
It's not always clear who is actually doing something.
It's not obvious what the full execution path looks like.
And the access control models we're used to — user → service, service → service fall part.
We'll dig into what actually breaks when you start wiring agents into real systems, especially around identity and access control. Things like:
\- how \(or if\) you assign identity to an agent
\- what it means for an agent to act "on behalf of" someone
\- how you enforce policy when the flow isn't predefined
\- and how you get any kind of visibility into what just happened
We'll also look at some of the patterns starting to emerge: agents talking to other agents, tools being invoked dynamically, and why a mediation layer (ie, agentgateway) must be built from the ground up with this in mind.
\-\-\-\-\-\- Speaker \-\-\-\-\-\-
Christian Posta ([Solo.io](http://solo.io/))
Christian is a globally recognized expert in cloud-native architecture, service mesh, and distributed systems. As Global Field CTO at [Solo.io,](http://solo.io,/) he works with enterprises to design and implement next-generation platforms—and is now at the forefront of AI-native infrastructure and agent systems.
\-\-\-\-\-\- Who should attend? \-\-\-\-\-\-
This meetup is for people who are building or thinking about the next generation of enterprise systems:
Platform engineers and architects, Cloud-native practitioners, AI engineers working with agents and LLMs, Anyone exploring how AI changes system design
\-\-\-\-\-\- How to join \-\-\-\-\-\-\-
This time, the meetup will be in the premises of Riverty in Kantstrasse 17, Berlin (4th Floor of Living Berlin mall). Riverty will provide pizza and drinks. Please bring your ID as you will need to sign an NDA (we are a regulated entity).
BLISS x juna.ai Workshop: Open-Ended Algorithm Discovery with LLMs
**⚠️ IMPORTANT: REGISTRATION MANDATORY ⚠️**
Registration on **Luma** is **REQUIRED** to attend this event. **Link: https://luma.com/7zfk3orp?utm_source=meetup**
Your registration is subject to host approval. You must complete the registration process on lu.ma to receive the full event location details and confirmation of your attendance.
**Please note: Without approved registration on Luma, you will NOT be able to access the event location or attend.**
We are excited to host a **BLISS x juna.ai workshop** featuring **Dr. Nima Siboni (senior RL Engineer)**, who will guide us through an interactive session on algorithm discovery with LLMs.
** Title: The Heuristic Scientist: Open-Ended Algorithm Discovery with LLMs**
**📅 Date: 03.06.2026**
**🕕 Time: 18:00**
📍 Location: TU Berlin Marchstrasse 23 [Room 0.011]
The session will last around 2 hours, followed by a networking session
with juna.ai and fellow AI enthusiasts (and free pizza!🍕). Bring your laptop!
**Abstract:** Large language models are increasingly useful not only for writing code, but for exploring the space of possible algorithms. In this hands-on workshop, we will look at how LLMs can act as “heuristic scientists”: generating candidate strategies, turning ideas into executable code, testing them against concrete objectives, and refining them through feedback. The workshop centers on the general discovery loop behind LLM-assisted heuristic generation. Participants will learn how to structure problems for algorithm discovery, prompt models to propose interpretable heuristics, evaluate those heuristics with simulations or benchmarks, and use the results to guide further search. We will also discuss when simple prompting is enough, when training or fine-tuning may help, and how to keep generated heuristics understandable, testable, and auditable.
By the end of the session, participants will have built a small discovery loop of their own and will understand the practical trade-offs involved in using LLMs for open-ended algorithm discovery: creativity versus control, exploration versus verification, and automation versus human judgment.
**⚡ FINAL REMINDER ⚡**
**You MUST register and be approved on Luma to attend. The event location will only be visible after your registration is confirmed by the host. Link: https://luma.com/7zfk3orp?utm_source=meetup**
***
We are **BLISS e.V.**, Berlin’s AI community connecting like-minded individuals passionate about machine learning and data science. Our **BLISS Workshops** connect **students and young professionals with industry partners**, offering an inside look into **how machine learning is applied in real-world settings** \- from research and development to deployment\.
BLISS Website:[ https://bliss.berlin](https://bliss.berlin/?utm_source=luma)
BLISS Youtube:[ https://www.youtube.com/@bliss.ev.berlin](https://www.youtube.com/@bliss.ev.berlin?utm_source=luma)
DL Meetup #12 powered by SAP (Berlin)
We invite you to our [Digitale Leute Meetup in Berlin powered by SAP](https://www.eventbrite.de/e/dl-meetup-12-powered-by-sap-berlin-tickets-1987405580591?aff=oddtdtcreator). Look forward to inspiring talks and Q&A sessions.
Get your free ticket [here](https://www.eventbrite.de/e/dl-meetup-12-powered-by-sap-berlin-tickets-1987405580591?aff=oddtdtcreator)
***
The Digitale Leute Meetup is an event series organized by *Digitale Leute*.
**Invitation**
We invite you to join us for our second meetup this year on June 4th at SAP in Berlin! We just celebrated the successful restart of our event series in Cologne with over 100 participants, and we cannot wait to dive deep into the Berlin product builders community.
Look forward to leading professionals from product, engineering, and UX/design, sharing their best practices and discussing trends and topics with you the community.
We are still early in our planning, but expect the first speaker announcements soon. Join us for an evening of networking, fueled by drinks and bites – just bring your ideas and your colleagues!
**Schedule**
06:30 PM - Doors open
07:00 PM - Welcome by Christoph Bresler, Founder of Digitale Leute School
07:05 PM - Welcome by SAP & Moderation by Thomas Riedel
07:10 PM - DL Interview:
**Mareike Dorra**, Head of Product Management Bootcamps at Digitale Leute School (ex-Zalando) will interview **Jan Hegewald**, VP Engineering at Rabot Energy (ex-SumUp, -Zalando, -Idealo) about the rise of Product Engineering. AI is changing how software is built. In this conversation, Mareike Dorra and Jan Hegewald explore why the focus is shifting from software development to product development—and how engineers, through product thinking, new tools, and closer collaboration with product managers, are evolving into “product engineers.”
07:40 PM - Questions & Answers
08:00 PM - Networking
08:55 PM - Wrap up of the meetup
**Good to know**
In addition to our meetup, we bring together over 1,000 product builders in Cologne every November at our international software product development conference, the Digitale Leute Summit. Speakers in 2026 include representatives from Atlassian, Google DeepMind, Zendesk, sevdesk, and many more.
You can find more information here: [Digitale Leute Summit 2026](https://www.digitale-leute.de/summit/26/ "https://www.digitale-leute.de/summit/26/")
**About Digitale Leute**
Digitale Leute has always been about one thing: bringing together the people who shape digital products. The thinkers, the builders, the ones who care deeply about how technology is made and why it matters. Over the years, our community has grown – but we’ve missed the magic that only happens when you’re in the same room, sharing ideas, swapping stories, and sparking conversations that no Slack channel can replicate.
So we decided: it’s time to bring our meetups back.
**About SAP in Berlin**
Located in the heart of European innovation, [SAP in Berlin](https://www.sap.com/germany/about/berlin.html "https://www.sap.com/germany/about/berlin.html") combines the power of a global company with the strength of a unique local ecosystem – we attract talent, shape SAP‘s image as a front-runner of innovation, and foster our position as market leader for enterprise application software in Berlin. Our location in Berlin offers a perfect meeting point for innovators and decision makers, while we stay on top of software trends and technologies to define their value for business and society.
OpenSearch Project meetup
Hi Everyone,
we are very excited to announce our first 2026
OpenSearch Project Berlin meetup on **Friday June 5th**
**Agenda**
**6:30pm Start** (Drinks and snacks will be provided)
**6:45pm TBD**
**7:30pm Break** (Drinks and Snacks)
**7:50pm TBD**
**8:30pm Networking**
**9:00pm Close.**
Join BLISS!
**⚠️ IMPORTANT: REGISTRATION MANDATORY ⚠️**
Registration on **Luma** is **REQUIRED** to attend this event. **Link: https://luma.com/qdncoq55?utm_source=meetup**
Your registration is subject to host approval. You must complete the registration process on lu.ma to receive the full event location details and confirmation of your attendance.
**Please note: Without approved registration on Luma, you will NOT be able to access the event location or attend.**
Bliss - Berlin’s biggest AI community - is growing, and you can become part of it. Our team of over 30 volunteers organizes events such as speaker series, workshops, reading groups, diversity events, and more.
In this event, we will walk you through everything you need to know if you are considering joining the Bliss team. We will introduce our current projects, explain how the team is organized, and show you where you can contribute based on your interests and skills.
Afterwards, there will be free pizza and drinks, giving you the chance to meet the team, ask questions, and get to know the community in a relaxed setting.
**⚡ FINAL REMINDER ⚡**
**You MUST register and be approved on Luma to attend. The event location will only be visible after your registration is confirmed by the host. Link: https://luma.com/qdncoq55?utm_source=meetup**
***
We are **BLISS e.V.**, Berlin’s AI community connecting like-minded individuals passionate about machine learning and data science. Our **BLISS Workshops** connect **students and young professionals with industry partners**, offering an inside look into **how machine learning is applied in real-world settings** \- from research and development to deployment\.
BLISS Website:[ https://bliss.berlin](https://bliss.berlin/?utm_source=luma)
BLISS Youtube:[ https://www.youtube.com/@bliss.ev.berlin](https://www.youtube.com/@bliss.ev.berlin?utm_source=luma)
Agent Gateway Deep Dive with Christian Posta
From APIs to Agents: Control, Identity, and What Breaks Along the Way
Most of what we've built over the last \~15–20 years assumes a static frame of reference: Apps talk to services over APIs. You know who's calling what, you can stick a gateway in front of it, apply some policy, and move on.
Agents don't really fit that model.
They don't just call an API and return. They decide what to do, call a tool, look at the result, call something else, maybe involve another agent, loop through an LLM a few times… all the while, doing onbehalf of the user, with permissions that aren't always obvious.
It's not always clear who is actually doing something.
It's not obvious what the full execution path looks like.
And the access control models we're used to — user → service, service → service fall part.
We'll dig into what actually breaks when you start wiring agents into real systems, especially around identity and access control. Things like:
\- how \(or if\) you assign identity to an agent
\- what it means for an agent to act "on behalf of" someone
\- how you enforce policy when the flow isn't predefined
\- and how you get any kind of visibility into what just happened
We'll also look at some of the patterns starting to emerge: agents talking to other agents, tools being invoked dynamically, and why a mediation layer (ie, agentgateway) must be built from the ground up with this in mind.
\-\-\-\-\-\- Speaker \-\-\-\-\-\-
Christian Posta (Solo.io)
Christian is a globally recognized expert in cloud-native architecture, service mesh, and distributed systems. As Global Field CTO at Solo.io, he works with enterprises to design and implement next-generation platforms—and is now at the forefront of AI-native infrastructure and agent systems.
\-\-\-\-\-\- Who should attend? \-\-\-\-\-\-
This meetup is for people who are building or thinking about the next generation of enterprise systems:
Platform engineers and architects, Cloud-native practitioners, AI engineers working with agents and LLMs, Anyone exploring how AI changes system design
\-\-\-\-\-\- How to join \-\-\-\-\-\-\-
This time, the meetup will be in the premises of Riverty in Kantstrasse 17, Berlin (4th Floor of Living Berlin mall). Riverty will provide pizza and drinks. Please bring your ID as you will need to sign an NDA (we are a regulated entity).
Data Warehouse Events Near You
Connect with your local Data Warehouse community
SQL Server 2025: The Developer’s Revolution
The June Ohio North Database Training user group meeting will be held on **June 2nd, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined online by **Sam Nasr.**
You're welcome to come meet in-person at our meeting location, the offices of Improving at
**[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)**
**[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)**
**[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)**
[Teams Link ](https://teams.microsoft.com/meet/215625630917731?p=vxNb3zudhNj0S6Cg0v)if anyone needs it after RSVP-ing for in person.
If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails.
Agenda:
**5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees.
**6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details.
**7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment.
We hope to see you there!
Session Abstract
### SQL Server 2025: The Developer’s Revolution
Explore SQL Server 2025’s new dev features -JSON type, Regular Expressions, and Change Event Streaming for real-time pipelines. See how REST API and Data API Builder turn your data into secure, high-performance APIs. Packed with demos, this session is perfect for developers, DBAs, and architects
\*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.
Data & Analytics Wednesday - Finding Product Insights
**The Behavior Gap: Where Products Win or Lose**
Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap.
Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn:
* Why understanding customer behavior is a quant and qual challenge
* How to spot the signals that actually predict behavior change
* Where AI accelerates insight, and where it creates distraction
* How to get meaningfully closer to customers, without adding more tools
This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work.
**About Our Speaker**
[Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use.
Thanks to our 2026 sponsors:
[Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro)
More info at [cbusdaw.com](https://cbusdaw.com)
June 2026 AWS Columbus - Topic to be announced
Topic to be announced.
**THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/
**DIRECTIONS**
Franklin University
Fisher Hall
300 E. Main St, Columbus, OH 43215
Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8
Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map.
NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct.
**Want to sponsor the pizza and/or bar tab?**
Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com
Azure CBUS June
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/azure-cbus-2026/
Level One Tuesdays (Bachata & Salsa Dance Lessons)
Click Here For More Videos:
https://www.facebook.com/share/r/17bwkttXhV/
***********************************
Salsamante Dance Academy will be at Swerve Every Tuesday Night to share the Rhythm & Energy of Bachata & Salsa.
These are Beginner Level lessons to get you comfortable and understand the two dances. Spread the Good News to all.
Swerve Dance & Fitness Complex
640 Lakeview Plaza Blvd A, Worthington, OH 43085
Bachata 7pm-8pm
Salsa 8pm-9pm
$15 - One Lesson
$20 - Both Lessons
ServiceNow Knowledge 26 Recap + Topgolf Happy Hour
Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!



























