Manufacturing

**Architecture of Intellect: How Real Organisations Build and Use AI** RSVP 🔗 https://luma.com/mg2wwmom **Igor Ageev** brings 25+ years of building technology inside banks and fintechs. He will walk through what it actually looks like to deploy AI in regulated environments, the architectural decisions, the constraints you cannot ignore, and the places where even well-designed systems quietly fall apart. **Sergey Ignatov**, one of the creators of GoLand and DataGrip at JetBrains, will talk about what happens when AI agents become a serious part of how developers work. He will cover ACP (Agent Client Protocol) and what building that kind of standard looks like from the inside, including how intelligent tooling scales across real teams and codebases. Vlad Breus, Principal Data Scientist at SoundCloud, will cover where ML projects fail in production, where analytics misleads, and what better decision-making actually looks like in practice. **Ezra Citron** from Revolut's experimentation platform will follow with a short lightning talk on how rigorous A/B testing keeps AI systems grounded in real impact rather than nice demos. As always, the talks will be followed by an open Q&A and informal networking with senior engineers, architects, data and ML practitioners, and technical founders from across London. 🤝 📅 Date: 2 June 2026 🕕 Time: 6:45 PM (doors open at 6:00 PM) 📍 Venue: Revolut, 30 South Colonnade, Canary Wharf, London E14 5HX https://maps.app.goo.gl/HSo3GmyTQtLTwYaG7

You're invited to our next Women in Product London event! As product managers grow in their careers, one skill becomes increasingly important: **strategy**. For this event, we’re bringing together product leaders from a range of industries and company stages to share how they approach product vision and strategy in practice: what it really means to be strategic, how you develop strategic thinking over time, and why it often becomes the defining skill that separates good PMs from great product leaders. Some of the topics will include how to develop stronger strategic thinking as you progress in your career, how to influence organisations through vision and direction, and real-world examples of turning high-level strategy into meaningful product outcomes. The evening will give you the opportunity to network with your peers over drinks and canapés before and after our speakers take the stage. Join us for a mix of insightful presentations where you'll take away practical insights from experienced product leaders and have the chance to ask questions throughout the event. **\-\-\-\-MEET THE SPEAKERS** **\>\> Pooja Naidu – Exec Coach/Advisor \(former VP of Product @ Mews\)** *With over 19 years experience in Product she has worked in Sportstech, Retail, Hospitality, Media, Publishing, E-commerce and Banking. She has developed category defining products across B2C and B2B for SMB/Mid market/Enterprise customers; including M&S Website/Christmas food ordering/In store apps, Tesco clubcard app, Sports analytics solutions for Premier League, NBA and beyond!* **\>\> Laura Dyer – Senior Product Manager @ Wolf&Badger** *Laura Dyer is a Senior Product Manager specialising in marketplace and platform products. At Wolf & Badger, she owns product strategy across supplier tools and platform infrastructure and has led the shift toward a more experimentation-driven & product-led way of working across her org. Before that, she cut her teeth at Ocado Technology in ecommerce and logistics, giving her experience that spans enterprise tech platforms through to early-stage scale-ups. She's passionate about mentoring others in product and tech and you'll usually find her geeking out about UX research, building with AI tools or just finding ways to make work more fun.* **\>\> Christina Cassar – Product Lead @ Just Eat** *Christina Cassar is a Product Lead at Just Eat, driving product strategy to transform the experience for millions of customers across one of Europe’s leading food delivery platforms. With a decade of experience across consumer brands including Sky, Virgin Media O2, and Liberty Global, she has shaped product strategies for diverse markets, turning high-level vision into impactful roadmaps.* We're looking forward to seeing you there! \-\-\- Venue, food and drinks proudly sponsored by [Just Eat](https://www.just-eat.co.uk/). **Special note:** please note the small attendance fee is to cover administrative costs of running Women in Product London. We can only accept payment via PayPal and refunds are not available if you're unable to attend the event. #wiplondon #alwayslearning

Join us for a practical acting workshop that delves into scene analysis and character exploration. Many actors rush to performance — but skipping scene analysis and proper character work can mean missing the heart of a scene. In this session, we will explore the essential (and often overlooked) step of breaking down a scene, then getting on your feet and going through a series of exercises. You will then apply what you've learned - bringing the scene to life through performance which can be taped on the phone in class. A scene will be sent a day in advance. Through practical tools, and guided exercises, we’ll help you uncover what drives each character, different ways to deliver the scene and how thoughtful analysis leads to truthful, compelling choices. Whether you’re an actor, writer, or director, this workshop will give you a deeper understanding of story, sharpen your interpretive skills, and elevate your creative work.

**Details** We're back for another fun, friendly informal evening of product lightning talks and networking. We have 4 great speakers lined up to talk for 10 minutes (max) each on a product management topic that they’re passionate about. **Agenda** * 6:15 - Networking, drinks and nibbles * 7:00 - Welcome and intro * 7:10 - 4x 10 minute lightning talks + 5 mins Q&A per talk * 8:10 - More networking * 9:00 - Head to the pub **Our Speakers** * [Tom Coombs](https://www.linkedin.com/in/coombstom/) \- CPO @ Stop Scams UK \- "Measuring the unmeasurable" * [Ami Bakhai](https://www.linkedin.com/in/ami-bakhai/) \- Senior Technical Product Manager @ Nscale\. \- "How to change more without needing to build more" * [Jim Beattie](https://www.linkedin.com/in/jimbeattie/) \- CTO & Founder\, Ex\-Just Eat \- "The likely consequences of AI \- the haves and the have nots divide" * [Sarah Varki](https://www.linkedin.com/in/sarahvarki/) \- Product @ Cleo\, Lead PM\, Ex Shopify\, Intercom\, GetYourGuide\, Intuit \- "You don't have to pick a niche" **Getting there** * The venue is The Old Street Gallery, 3 Leonard Circus, London EC2A 4NA. * It's on the corner of Leonard Street and Paul Street. * Check in at reception, and you will be directed to the event space. * The talks start at 7pm. * Please arrive promptly, as spaces will be limited. * We have a max capacity of 50 attendees and will unfortunately have to turn people away once we reach capacity or after the talks have started. **Our founding sponsor: Zebra People** * Zebra People is a digital recruitment business specialising in helping tech companies to grow their product, engineering and design teams with top-calibre talent. * Looking to hire Product Managers, Engineers or Designers? Visit [zebrapeople.com](https://zebrapeople.com/) or contact nick@zebrapeople.com

New members welcome. We are a 4 part choir with a life-affirming, humanist focus. We're a friendly bunch, and the singers in your section will help you get started and feel welcome. New members will be able to borrow printed music. We do perform both formally and informally, and our varied repertoire supports this. For regular attendees, please print out your music, which is available in the [members section of our site](https://london.humanistchoir.org/groups/library/buddydrive/). If you need access, contact Laurence. ([members@london.humanistchoir.org](mailto:members@london.humanistchoir.org)). For more information see the [Join Us](https://london.humanistchoir.org/join/) page , or listen to the choir on our [YouTube channel](https://www.youtube.com/@LondonHumanistChoir). We always allow potential members to try us out for a couple of weeks. We do not hold auditions. By all means message with any queries. **Term Dates (6 a year) SPRING/SUMMER 2026** * * THIS TERM - Tuesday 14 April until 19 May * TERM AFTER THAT - 2 June to EARLY JULY Current repertoire: Yesterday (Beatles) Gold (from Once) Think About Things Obladi Oblada (Beatles) Too Sweet When the Earth Stands Still more to come

**Looking for a business networking event in London for property, construction, and trade professionals?** Join us in Fitzrovia for a quality networking evening bringing together business owners, contractors, landlords, and professionals connected to the built environment. Hosted by GMax Card — a digital business card platform helping business owners share all their contact details through one simple link. ## What to Expect A relaxed but professional networking evening designed for meaningful business conversations and quality connections. Meet people across property, construction, maintenance, and business services in an atmosphere that feels social, productive, and well-organised - not an overcrowded conference or random pub meetup. Whether you're looking for new clients, trusted suppliers, partnerships, referrals, or industry contacts, our hosts are there from the start to help make introductions. ## Who You'll Meet * Property professionals and landlords * Builders, contractors, and construction professionals * Electricians, plumbers, HVAC, and maintenance specialists * Interior design, fit-out, and renovation professionals * Estate agents, letting agents, and block management professionals * Business owners and service providers working with property and trade sectors * Finance, mortgage, insurance, and property investment professionals ## Schedule 18:30 — Arrival & welcome 19:00 — Short introductions 19:30 — Open networking 21:30 — Close Hosts are there from the beginning to help facilitate introductions and conversations. ## Venue: The Refinery at Regent’s Place A modern and spacious venue in the heart of Fitzrovia with a relaxed professional atmosphere - ideal for quality networking and business conversations. Located moments from Warren Street station, close to Euston. ## Entry & GMax Cards Free RSVP: Event access only Paid ticket (when available): Includes a contactless GMax Card (please ask the host to claim your card) ## Dress Code Business / Smart casual ## Hosted by [GMax Card - a digital business card](www.gmaxcard.com) platform helping professionals and businesses share all their contact details through one simple link. ## Important Info * 18+ (ID may be required) * Photos/video may be captured by CineEye Audiovisual Production Studio * Attendance is at your own risk **Limited spots available - early registration recommended!**

**Looking for a business networking event in London for professionals across the built environment and property sectors?** **Join us in Fitzrovia for a business networking evening. Hosted by GMax Card - a digital business card app helping professionals share all their contact details through one simple link.** **## What to Expect** **Connect with professionals across the built environment, property development,** **construction, and property sectors in a relaxed yet purposeful setting.** **Build valuable relationships, exchange ideas, discuss industry trends, and uncover new opportunities.** **A lightly structured event - not a formal conference, nor a random pub mingle.** **A** **quality yet relaxed atmosphere****, with space for meaningful professional conversations.** **Hosts are there from the start to** **help with introductions****.** **### Who You'll Meet** * **Property developers and development professionals** * **Investors, landlords, and asset managers** * **Architects, planners, and urban design professionals** * **Construction professionals, contractors, trades professionals** * **Surveyors, engineers, and project managers** * **Property management and real estate professionals** * **International property, construction, and built environment professionals visiting London** **## Schedule** **18:30 — Arrival & welcome** **19:00 — Short introductions** **19:30 — Open networking** **21:30 — Close** **Hosts are there from the beginning to help facilitate introductions and conversations.** **## Venue: The Refinery at Regent’s Place** **A modern and spacious venue in the heart of Fitzrovia with a relaxed professional atmosphere - ideal for quality networking and business conversations.** **Located moments from Warren Street station, close to Euston.** **## Entry & GMax Cards** **Free RSVP: Event access only** **Paid ticket (when available): Includes a contactless GMax Card (please ask the host to claim your card)** **## Dress Code** **Business / Smart casual** **## Hosted by** [GMax Card - a digital business card](www.gmaxcard.com) **platform helping professionals and businesses share all their contact details through one simple link.** **## Important Info** * **18+ (ID may be required)** * **Photos/video may be captured by** [CineEye Audiovisual Production Studio](www.cineeye.co.uk) * **Attendance is at your own risk** **Limited spots available - early registration recommended!**

Following our critically acclaimed productions of OTHELLO, MACBETH and TWELFTH NIGHT the Acting gymnasium's Saturday workshop returns to Theatre Deli on Saturday 28th March with a new imagining of Shakepeare's CORIOLANUS. Plenty of superb roles available!! Set in a post-apocalyptic landscape, Coriolanus, a fierce and proud Roman general, earns fame after defeating Rome’s enemies, especially at Corioli. Despite his military success, he despises the common people and refuses to flatter them for political gain. Urged to seek public office, his arrogance alienates citizens, leading to his banishment. In anger, he allies with his former enemy Aufidius and marches against Rome. As destruction looms, his mother, Volumnia, pleads with him to spare the city. Moved by her words, he relents, choosing honor over revenge. His decision saves Rome but seals his fate, as he is killed for betraying his allies in return. [Email:actinggymnasium@gmail.com](mailto:Email%3Aactinggymnasium@gmail.com) \- if you'd like to get involved\.

**Please note~ RSVP will open one week before each event. This is to avoid no shows. If you are unable to attend please mark yourself as ‘not going’ so someone else can attend in your place. Thank you. ** It's a board games club with a twist! We have a variety of games to play as well as the usual titles and favourites like Secret Hitler, Exploding Kittens and Uno so come on down if this sounds like fun to you! The games will be easy to understand as well, so don't worry about your level of board game experience! And remember to BYOBG (bring your own board games) if you have any that you would like to share :) We will meet inside TCR Bar for around 1pm. We will be seated in the boths at the back of the bar. Food and drinks are available from the bar. It would really help the venue if you could make a small purchase from the bar. Thank you.

**Fabric Data Warehouse with Tino Tereshko** For our June meetup, we’re excited to welcome Tino Tereshko, Partner Director of Product at Microsoft, responsible for Fabric Data Warehouse. Having previously spent several years at Google working on BigQuery, Tino later co-founded MotherDuck — the DuckDB-based SaaS analytics platform — before joining Microsoft to lead Fabric Data Warehouse. It’s fair to say Tino knows a thing or two about modern analytical databases. Tino is visiting from Seattle and has kindly offered his time to present at our London user group. The session will include an introduction to Fabric Data Warehouse, an overview of recent developments and future direction, followed by an open “Ask Me Anything” discussion where attendees can quiz Tino on all things data warehousing, Fabric, and analytics. **Agenda** 18:30 - Welcome, drinks, pizza & networking 19:00 - Main Session 20:30 - Close **Venue** Tenth Revolution offices in London. Aldgate House, 33 Aldgate High St, London EC3N 1DL Please provide your first and last name when registering for the event, as this is provided to building security to allow you entrance into the venue.

Improve your Mandarin and English while making new friends! Join [Manhattan Mandarin](ManhattanMandarin.co.uk) at the [Jackalope](https://jackalopelondon.com/) in Marylebone - appropriately situated above a Chinese restaurant, [Liu Xiao Mian](https://www.liu-xiaomian.com/). All levels welcome - these are **very casual** meetups where you're welcome to mingle until finding suitable language partners Pop down for noodles or stay outside in the lovely mews, but whatever you do, come ready to chat, make great new connections, and push your language learning forward 🤗🤗🤗 You're welcome to try our HSK Classes in Marylebone: [https://www.manhattanmandarin.co.uk/hskclasses](https://www.manhattanmandarin.co.uk/hskclasses) or our Saturday online HSK classes: [https://www.manhattanmandarin.co.uk/onlineclasses](https://www.manhattanmandarin.co.uk/onlineclasses) For more information please contact Harry@ManhattanMandarin.com, 07767260207) Since 2012, with a fantastic team of over 200 native and non-native Mandarin teachers in the US and UK, [Manhattan Mandarin](ManhattanMandarin.com) knows what makes for fun and engaging communication between English and Chinese speakers!

Hello and welcome to our special joint meetup between **Cloud Platform Engineering London**, **Cloud Platform Engineering Leaders**, **Data & AI Leaders**, **AWS AI UG**, **Azure AI UG**, and **GCP London**. This crossover event brings together platform engineers, cloud architects, data and AI leaders, SREs, engineering managers, technology executives, and practitioners exploring how AI is reshaping modern cloud platforms, developer workflows, business transformation, and enterprise engineering. This is a special **Community Stack ecosystem event**, bringing together several of our cloud, platform, and data-focused communities for an evening of practical talks, senior technical discussion, and cross-community networking. A huge thank you to **[Arrows](https://www.arrowsgroup.com/)** for hosting and sponsoring this event, and for supporting the growth of the cloud, platform engineering, data, and AI community in London. Speakers and sessions: **Get a High Return-on-Investment from AI Business Transformation** **Nora Balla, Founder and AI Business Transformation Lead, Add Velocity** Nora Balla is the founder of Add Velocity, an AI-native business transformation and implementation consultancy. Nora has gained extensive experience across investment products, business transformation, finance operations, and regulated asset and wealth management environments. Previously a freelancer, she now operates in a collaborative delivery model, helping organisations scale AI and automation solutions in complex business settings. Her experience includes finance transformation at Harley-Davidson, reporting process improvements in commercial real estate funds, and supporting the Aladdin implementation at Royal London Asset Management. In this session, Nora will explore how organisations can achieve a stronger return on investment from AI business transformation. The talk will cover the opportunities and high-value use cases, the real risks organisations need to manage, the skills required for the agentic era, how to define and measure success, and practical tips for improving efficiency when working with AI systems. **Agents in the Fastlane** **Ryan Cormack, Principal Engineer, Motorway** **Luke Marrai, Engineering Manager, Motorway** Motorway has used traditional AI and machine learning for years to enhance and improve its systems. But how can those years of learning be applied to build the next generation of agentic systems for users? In this session, Ryan Cormack and Luke Marrai from Motorway will explore how they are enhancing the functionality of Motorway’s platform to provide more accurate search results for dealers looking to acquire stock through the online marketplace. The talk will cover how Motorway is using **AWS AgentCore** to run its agentic systems, and how evals are being used to ensure the system performs as expected. Ryan Cormack is a Principal Engineer at Motorway, the UK’s leading used car marketplace, where he leads technical strategy and drives AI-powered transformation across the engineering organisation. With over 14 years of experience building and scaling systems on AWS, Ryan specialises in turning architectural best practices into practical engineering outcomes, from cloud modernisation programmes to the adoption of agentic workflows and AI-native developer tooling. Luke Marrai is an Engineering Manager at Motorway, supporting engineering delivery and helping teams build effective, scalable technology for one of the UK’s leading automotive technology platforms. Agenda: **18:00** — Arrival, refreshments and networking **18:30** — Welcome and introduction **18:35** — Get a High Return-on-Investment from AI Business Transformation — Nora Balla **19:00** — Break and networking **19:20** — Agents in the Fastlane — Ryan Cormack and Luke Marrai **20:00** — Networking **20:45** — Close **Join us on June 11th:** We are also hosting the **Cloud Native & Open Source AI Conference** on **June 11th in London**, bringing together a fantastic line-up of speakers across AI, cloud-native, open-source, platform engineering, leadership, and modern infrastructure. You can view the full speaker line-up and event details **[here](https://www.communitystack.io/conferences/cloud-native-london)** **About the communities:** This event is jointly hosted across **Cloud Platform Engineering London**, **Cloud Platform Engineering Leaders**, **Data & AI Leaders**, **AWS AI UG**, **Azure AI UG**, and **GCP London**. Together, these communities form part of the **[Community Stack ecosystem](https://www.meetup.com/pro/generative-ai-uk-community/)**, bringing together technical practitioners, leaders, partners, and organisations across cloud, platform engineering, data, AI, and open technology. We are always keen to hear from speakers, hosts, sponsors, and community partners. If you would like to speak, sponsor, or host a future event, please reach out to **[Ethan Sumner](https://www.linkedin.com/in/ethansumner404/)** via LinkedIn. This event follows the **[Community Stack Code of Conduct](https://www.communitystack.io/code-of-conduct)** and **[Privacy Policy](https://www.communitystack.io/privacy-policy)**, ensuring a respectful, inclusive, and welcoming environment for all attendees.

**We're back at Salisbury House for our summer London Airflow Meetup! Join fellow members of the data engineering community for an evening of engaging talks, great food and drinks, and exclusive swag!** **PRESENTATIONS** ***Talk #1: The Orchestration Layer: A Blueprint for Scaling Dynamic DAGs with Integrated Data Quality Gates*** * **Speaker**: [Vasudev Maduri](https://www.linkedin.com/in/vasudevmaduri/), Staff Data Engineer, Admiral Group Plc Ensuring high-quality data, accuracy, completeness, and schema validity is essential for building data trust. However, scaling data quality checks across diverse datasets often leads to duplicated boilerplate Python code, human error, and a massive bottleneck for Data Engineering teams. In this talk, we’ll explore how to shift data quality from a backlog of tech debt into an automated, self-serve developer experience directly tied to Airflow. We will demonstrate how to build a multi-faceted data observability framework that empowers end-user teams to define their own DQ rules without writing any Python code. By hiding complex Airflow code, users simply select their parameters—YAML configurations that instantly translate into fully dynamic, end-to-end DAGs, including in-flight data quality gates. The core of this session focuses on the technical implementation of integrated DQ checks that live directly *inside* the generated pipelines. You’ll learn how this metadata-driven approach enables a "shift-left" strategy for data observability, automatically enforcing data contracts and routing alerts without manual engineering intervention. ***Talk #2: Self-healing Data Pipelines in Airflow*** * **Speaker**: [Nilesh Khandalkar](https://www.linkedin.com/in/nileshskhandalkar/), Senior Manager, Capgemini Modern data pipelines remain largely reactive—failures trigger alerts, manual retries, and ongoing operational overhead for engineering teams. As systems scale, this approach introduces fragility, delays, and growing complexity in maintaining reliable workflows. This session explores how to design self-healing data pipelines in Airflow using practical patterns such as intelligent retries, conditional branching, and targeted recovery mechanisms. Real-world failure scenarios are used to illustrate how pipelines can detect issues, trigger remediation steps, and resume execution without full restarts or human intervention. The session also looks ahead to how AI-assisted anomaly detection can further enhance these systems by identifying unexpected patterns and enabling more proactive, resilient data workflows. ***Talk #3: What We Got Right (and Wrong) Building a 50-Source Data Platform on Airflow*** * **Speaker**: [Arnaud Caldow](https://www.linkedin.com/in/arnaud-caldow-384423142/), Senior Data Engineer at Collibra Collibra helps enterprises govern their data, but how does Collibra's own data team manage the data that powers the business? The answer is an Airflow-based platform that stitches together dlt, dbt, Kubernetes and Collibra's own product for governance -- all orchestrated through 87 DAGs serving 12 business domains. This talk traces a data point's journey through the stack: from API extraction via dlt pipelines running inside KubernetesPodOperator pods, through a layered dbt architecture where platform engineers standardize data and analysts build business models on top, into analytics outputs that serve multiple business teams, and finally back into Collibra Data Governance via reverse-ETL integration DAGs. Along the way, I'll share the patterns that emerged from operating this at scale: how we evolved from one-off custom pipelines to a reproducible framework that's documented well enough for AI subagents (or a new hire) to generate models from scratch, how our own Pod Operators let us test feature branches on shared environments, and how we're leveraging that same mechanism to migrate from Redshift to BigQuery (and from Airflow 2 to Airflow 3) without downtime. Behind the scenes, a 1Password-backed pipeline diffs credential hashes nightly, catching rotations before they break a DAG. **AGENDA** * **5:30-6 PM:** Arrivals, networking, food & drinks * **6-7:45PM:** Presentations * **7:45-8PM:** Networking

**Be part of the next Londroid event on Wednesday 3 June 2026, hosted by Deloitte Digital.** Spend the evening with the Android community in central London, with talks, conversation, and the chance to connect with others working across mobile and digital products. We’ll also hear from the Deloitte Digital team, before heading to **The Wild Swan** afterwards for drinks and further conversation. **Please note that photo ID is required for entry to the venue.** **Tickets:** We have 100 tickets available. Don’t miss out. Follow us on Twitter and LinkedIn for updates. **Schedule:** 18:00 – Doors open & registration 18:30 – Welcome from Londroid and Deloitte Digital 18:45 – Alex Bradbury-Jones 19:30 – Vaidehi Deshpande - On-device AI on Android : Gemini Nano 19:55 – Q&A and socialising 20:30 – Drinks at The Wild Swan **Our Hosts and Sponsors** **Deloitte Digital** Deloitte Digital brings together strategy, creativity, technology, and delivery to help organisations solve complex problems and create meaningful impact. Combining Deloitte’s scale and discipline with the power of creativity, the team designs and delivers digital solutions that help businesses adapt, grow, and build stronger connections with customers and communities. **Novoda** Novoda is a digital product agency dedicated to building high-quality mobile software. Their team of engineers helps companies scale, modernise, and improve their development practices to deliver exceptional digital experiences. We look forward to seeing you there.

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

Start your week the right way with Manic Mondays. Giving you an enjoyable Bachata lesson with a push of cool moves. The second hour has Beginner/Intermediate Salsa on 1. You must understand basic Salsa skills to participate. 730pm-830pm Bachata Cool Moves 830pm-930pm Salsa On 1 (Beginner/Intermediate) 15 for One Class 20 for Both Free Parking & Plenty of Dance Space. Viva Dance Columbus 2809 Festival Lane Dublin OH 43017

**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)

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