M2M Machine-to-Machine

**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

WELCOME TO LATIN KRAZY Dance class MEETUP GROUP NOW DOWNSTAIRS AT SWAY BAR GREAT HAPPY HOURS 4PM - 8PM WITH UP TO 50% OFF DRINKS SALSA , AND BACHATA CLASSES 7.30pm – 8.30pm Salsa = Beginners 1/ Improver 1 and for Intermediate (Main Room) Bachata = Beginner / Improver (2nd Room) 8.30pm – 9.30pm Salsa = Beginners 2 / Improver 2 /Advanced Cali Cross( Main Room) Bachata = Beginner /Intermediate ( 2nd room ) Come and buy your ticket on the night, no need for a partner, no need to have danced before. MEETUP MEMBERS £7.00 1 HOUR / £10.00 x 2 HOURS others £8 for 1 hour or £12.00 for the 2 hours, £7.00 / £10.00 students and NHS workers ( must show I.D) CLUB NIGHT INCLUDED ! (6.00pm -7.30pm Private Salsa Dance Classes Available, Corporate and private classes available at this time , for single persons, couples and groups , just call for an estimate and to book. Dining packages also available.. KARIN ; 07801305059) Happy Hour 5pm -8pm with Half Price Drinks . Free Entry before 9pm £5.00 after open until 3.am OVER 18'2 ONLY PLEASE BRING ID DRESS CODE , SMART CASUAL, NO SPORTS WEAR, BASEBALL CAPS ! Club night to follow, hosted by MISS LATIN K and TOP UK DJ KEVIN GATO AND DJ MAURO EL - CANGRI playing all the best in Salsa , Bachata, Merengue, Reggaeton, Chichoky and More It's a party night every week.. Latin Krazy the hottest night in the UK. more info http://www.latinkrazy.com

**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.

**NOTE: PLEASE READ THE DESCRIPTION BELOW FOR REGISTRATION:** **OWASP AI Security Summit** is taking place at **Infosecurity Europe 2026** on **Thursday, 4 June 2026 at ExCeL London** **Location inside Excel:** South Gallery Rooms 18 & 19 This summit brings together security leaders, researchers, and enterprise practitioners to discuss the latest developments in GenAI and Agentic AI security — including emerging threats, governance, incident response, real-world implementation lessons, and the evolving OWASP guidance shaping the industry. Sample sessions include: • The State of GenAI: Key Trends and OWASP GenAI Security Project • Beyond the Top 10: The Next Chapter of the Agentic Security Initiative • Agentic Security at Microsoft: Strategy, Implementation, and Lessons Learned • Implementing the Agentic Top 10 at AWS • 22 Seconds to Contain: Rewriting IR for Agents • Top 10 for LLMs Update • No Room for Hype: Securing Agentic AI Inside a UK Bank Featured speakers and contributors include OWASP GenAI Security initiative leaders and experts from: Microsoft, AWS, Lloyds Banking Group, OWASP, Deep Cyber, Zenity, and more. **Location inside Excel:** South Gallery Rooms 18 & 19 **REGISTER TO ATTEND HERE** **Register for Infosecurity Europe to attend the summit -** use promo code **OWASP** for a free pass: [https://www.infosecurityeurope.com/en-gb/visit/owasp-gen-ai-security-summit.html](https://www.infosecurityeurope.com/en-gb/visit/owasp-gen-ai-security-summit.html)

**EVERY Thursday a dedicated PURE Bachata Room downstairs here at SWAY BAR with the Latin Krazy Bachata Team** **COME AND JOIN THE ONLY PURE DEDICATED BACHATA ROOM IN UK .** **FEEL THE TRUE VIBES OF BACHATA RIGHT HERE EACH WEEK !** **Come and check it out and make it your Thursday night place to be :** **Bachata Classes x 2 Levels** **7.30pm - 8.30pm** **Beginners - Aleksandra** **Intermediate - Brandy** **8.40pm - 9.40pm** **Beginners - Aleksandra** **Intermediate - Brandy** **Prices =** **£10.00 1hr class.** **£12.00 =2hrs classes** **cash or card accepted** **Student and NHS discount available ,please ask and show ID** **INCLUDES PARTY NIGHT !** **Teachers -** **Brandy , from Las Terrenas , the home of Bachata in DOMINICAN REPUBLIC** **Aleksandra - joins us every Thursday , bringing her talent and love for Bachata** **DJ De La Cruz playing Bachata , Merengue , Dembow and more til 11pm** **( plus Salsa classes and party til 2.am in main room)**

Join us for some fun, competitive, but friendly games at our 4-court sports hall. We use Yonex Mavis 600 Nylon shuttles during the 2-hour session. **PAYMENT** * **Session Fee: £9** * We are cashless, kindly pay the session fee **by midnight** on the night before the session. You are welcome to pay early! You can even pay when you book! See our About page for the full process. * If no payment is received, you will be removed and may even be liable for a late cancellation fee if your spot is not taken. * Please use **“your meetup name + date of event”** as payment reference * **Account name:** Thomas Lam * **Sort code:** 04-00-03 * **Account number:** 7478 8608 **LATE CANCELLATION OR NO-SHOW** * **All** **no-shows or late cancellations** (24 hrs or less) will be charged if your spot is not taken by someone else - you will have a title next to your name with the amount and date owed. * Members with 2 no shows/late cancellations will be removed from the group unless outstanding payment is received * **The late cancellation policy** is set up to discourage last-minute cancellations and therefore applies with or without the presence of a waitlist * **Note:** If you are on the Waitlist and a spot becomes available, you will automatically be bumped onto the On list provided the event has not yet started. It is your responsibility to **remove yourself from the waitlist** if you can no longer make it to avoid being charged a no-show if someone cancels late. **PLAYING** * Please wait to be marked off before entering the hall. * Sessions are to finish promptly on the hour by school requests. * If you finish a match with 5 minutes to go, please start packing up instead of starting a new game. **RACKET HIRE** * Please note that we won't be hiring out rackets, so kindly bring your own racket. **PARKING** * There is parking available, but it is now paid parking. Parking is opposite the entrance. Please check the signs for parking payment instructions. **TRACK & TRACE** * We will collect your phone number on-site. Your phone number will also be used in case of fire to contact you if you have not made it to the fire evacuation areas. You can see maps at the venue. We are excited to see you guys on the court! Team LSBC

**BOOK HERE**: https://sportas.co.uk/games/49617 **Game Description:** Come and play in a Thursday evening Mid-Intermediate & Above volleyball session in Canary Wharf 🏙️ ❗️Please be considerate & only sign up to this game if you’re a MID-INTERMEDIATE player or above. If we think you are a beginner/lower-intermediate player we will cancel and refund you from the game❗️ 💦 Water fountain, showers and changing rooms available on site 🧭Directions: 🚶‍♂️5 minute walk from Canary Wharf station **Rules** \- 3 teams of 6 \- Games to 15 points \- Max 2 games in a row \- Please be kind and respectful to all players🧡

# 📣 Paid event 👉 call for booking *** ## 👉 Standard Ticket: £549 💷 ## 👉 Early Bird: £499 💷 ## **👉 WhatsApp: +44 (0) 7470914266** ⚡ *No coding? No problem. Just bring your idea.* *⚡ From Idea to Production — Build Real Apps with AI as Your Senior Developer — In 4 Weekends* ## **🏗️ Workshop Format** * 📅 Duration: **4 Weeks (Weekends)** * ⏰ Time: **13:30 – 17:00** * 🧑‍🏫 Format: **Instructor-led + Hands-on** * 👥 Style: **Build together in class** * 💻 Outcome: **1 fully working production-ready app** # **🗺️ 4-WEEK LEARNING JOURNEY** *** ## **🟢 WEEK 1 — *“From Zero to First App”*** ### **🎯 Theme: *Understand React + Think Like a Builder*** **Slogan:** 👉 *“You don’t need to know everything to start building.”* ### Topics: * What is React (in simple terms) * Components & JSX * Props & State (core mindset) * React project setup (Vite) * Folder structure (real-world style) ### Vibe Coding: * Prompting AI to: * Generate components * Explain code * Fix errors ### Hands-on: ✅ Build your first UI (dashboard layout) ✅ Create reusable components *** ## 🟡 WEEK 2 — *“Make It Alive”* ### 🎯 Theme: *State, Events, Lifecycle Thinking* **Slogan:** 👉 *“Static pages don’t get jobs. Interactive apps do.”* ### Topics: * useState, useEffect (lifecycles simplified) * Event handling * Forms & inputs * Conditional rendering ### Vibe Coding: * AI as debugger: * “Why is this not updating?” * “Optimize this component” ### Hands-on: ✅ Build interactive features ✅ Form submission + validation ✅ UI logic (loading, error states) *** ## 🔵 WEEK 3 — *“Connect to the Real World”* ### 🎯 Theme: *API Integration & Real Data* **Slogan:** 👉 *“Real developers don’t hardcode data — they connect systems.”* ### Topics: * REST API basics (simple explanation) * Fetch / Axios * API structure understanding * Environment variables ### Vibe Coding: * Generate API services with AI * Debug API issues with AI prompts ### Hands-on: ✅ Connect to a real API (or your Node.js backend) ✅ Display dynamic data ✅ CRUD operations (Create, Read, Update, Delete) *** ## 🔴 WEEK 4 — *“From Project to Product”* ### 🎯 Theme: *Production, Deployment & Portfolio* **Slogan:** 👉 *“Don’t just build it. Launch it.”* ### Topics: * Code cleanup & structure * Basic performance tips * Deployment (Vercel / Netlify) * GitHub project setup ### Vibe Coding: * AI for: * Refactoring * Documentation * README generation ### Hands-on: ✅ Deploy your app live 🌍 ✅ Prepare portfolio-ready project ✅ Demo Day (presentation) ### Social Media *** ## zero2hero.net - Technology Training Center WhatsApp: +44 (0) 7470914266 E-mail: info@zero2hero.net Address: Unit 15 Castle Square, 40 Elephant Rd, London SE17 1EU 🎬 Youtube: https://www.youtube.com/c/zero2hero-meta 🐦 Twitter: https://twitter.com/zero2hero_uk 📸 Instagram for training: https://www.instagram.com/zero2hero.training 🔗 LinkedIn: https://www.linkedin.com/in/senrasim 👋 Meetup: https://www.meetup.com/zero2hero 🎟️ Eventbrite: https://zero2hero-meta.eventbrite.com

🟤 THE FIRST 10 TICKETS ARE **£4.50 ONLY** 🟢 REMAINING TICKETS ONLINE ARE **£9.50 ONLY** 🟣 TICKETS AT THE DOOR ARE **£15** **Click The Link Below To Buy Tickets**: [https://www.eventbrite.com/e/1984712106337](https://www.eventbrite.com/e/1984712106337) In this workshop Ryan explains how conversations function, how to make them flow with brain training exercises that can be practiced to get sharper at conversations. This also helps conversations to be more engaging for everyone involved including yourself. 🟡 - Get rid of awkward silences in your conversations 🟤 - Make your conversations flow smoothly ⚪ - Make your conversations more engaging for everyone involved including yourself 🔴 - Indirectly benefit other areas of your social skills because if you’re not thinking about how to keep the 🟢 - conversation flowing you have more free thinking space to focus on other areas like humour or body language 🔴- Decrease your nervousness in social situations as often nervousness comes from not knowing what to say 🟣 - Brain training exercises designed to increase sharpness at this area of social skills 🟡 - A challenge at the end to bring everything from the workshop together Ryan has been coaching people social skills full time for over 10 years. As a quiet & shy person he wanted to work on his own social skills & after making huge improvements plus understanding how social situations work & how to improve he developed a process to help others for every area of social skills. He has helped thousands of people over the years to improve & now has a huge following including over 180000 followers on TikTok. More info on Ryan & Social Shortcuts can be found on the website [www.socialshortcuts.com](https://www.socialshortcuts.com) After workshops we spend time hanging out together, a great opportunity to practice the workshop content & make new friends. Plus Ryan is happy to answer any questions you want to ask one to one. 🟢After this, the next workshop is: **How To Initiate Interactions With New People** Sun, Jun 14, 2026, 5:45 PM - IN LONDON **[Click to purchase ticket](https://eventbrite.com/e/1984712118373)**[ - eventbrite.com/e/1984712118373](https://eventbrite.com/e/1984712118373) In this workshop Ryan explains why people often have emotions blocking them (usually nervousness) in social situations & how to deal with this to not miss out on opportunities. In the 2nd half he explains how to smoothly start a conversation & make it flow. 🔵 - Understand why people get nervous in social situations or have other emotions blocking them from socialising 🟣 - How to reduce & overcome nervousness or other emotions blocking you from socialising 🟠 - How to start a conversation easily in almost any situation 🟢 - How to use positioning & body language to make starting a conversation much easier 🔵 - How to get a conversation flowing after starting it ⚫ - Brain training exercises designed to increase sharpness at this area of social skills 🔴 - A challenge at the end to bring everything from the workshop together In person workshops are at 40 Store St. - Store Street Espresso: London. For any questions feel free to contact Ryan or Gabriel. Please don't contact the other group organisers as they are not involved in running the event & won't be able to provide much help:
 ✉ **Ryan**: info@socialshortcuts.com
 ✉ **Gabriel**: gabrielsocialshortcuts@gmail.com **OTHER EVENTS LINED UP** 🟡 Developing Humor And Quick Thinking In Social Situations
 🟢 Persuasion Workshop
 🟤 How To Manage Emotions Workshop 5 minute documentary on our workshops - http://www.youtube.com/watch?v=9rlbCYdeaws We have a score of 4.9 out 5 on Trustpilot - https://uk.trustpilot.com/review/socialshortcuts.com Our WhatsApp chat where we discuss social skill, give updates about our events & you can ask questions - https://chat.whatsapp.com/H3mLsvkNJwpCcOELRX28nQ For one to one coaching on social skills and also our free trial session - [ http://www.socialshortcuts.com We have over 180000 followers on TikTok - https://www.tiktok.com/@socialshortcuts.com Our video courses - [https://social-shortcuts.teachable.com/p/conversation-course DISCLAIMER
This workshop is intended for educational and or entertainment purposes only. It is not intended to diagnose, treat or cure any medical condition. **Follow us on the sites below also**:
 http://www.socialshortcuts.com
http://www.youtube.com/c/socialshortcuts
http://www.facebook.com/socialshortcutsofficial
http://www.Instagram.com/socialshortcuts **📜 Judith Orloff** 📜 How you react emotionally is a choice in any situation

**Looking for a business networking event in London with a more social, founder-led atmosphere, and on a Saturday?** **Join us for a Business Networking & Founder Mixer in Covent Garden. Hosted by London tech startups GMax Card, Ciitab, and Getshop Today.** **What to Expect** **Quality** **conversations****, relaxed socialising/****networking****, and** **a live DJ throughout the evening** **\- a business crowd in a social setting\. Meet new people\, exchange ideas\, build** **partnerships****, and** **grow your network** **in a relaxed but professional atmosphere.** **Our hosts will help introduce guests early in the evening, before the event naturally flows into open networking, drinks, and** **DJ music****.** **Who You’ll Meet** **•** **Founders** **and** **entrepreneurs** **•** **Business owners** **and** **decision makers** **•** **Finance****,** **FinTech, banking****, and** **investment professionals** **•** **Tech****,** **startup, AI, digital, and product professionals** **• International** **business professionals visiting London** **How the Evening Flows** **18:30 - Arrival & welcome** **19:00 - Short guest introductions** **19:30 - Open socialising/networking with live DJ** **21:30 - Close** **Venue - Sycamore Bar, Middle Eight Hotel** **A refined cocktail bar inside the 5-star Middle Eight Hotel in Covent Garden, just a short walk from Covent Garden, Holborn and Tottenham Court Road stations.** **Dress Code** **Business or smart attire. Think polished Saturday evening out with a professional touch.** **Tickets & GMax Cards** * **Limited promotional Free RSVP tickets include only the access to the event.** * **Selected paid tickets include a premium contactless GMax Card.** **Hosted by founder-built tech startups:** **•** [GMax Card – digital & contactless business cards](www.gmaxcard,com) **•** [Ciitab – AI-powered LinkedIn networking](www.ciitab.com) **•** [Getshop Today – UK ecommerce platform](www.getshop.today) **Important Details** **• 18+ event. ID may be required at the bar.** **• Photography and filming may take place for promotional use by** [Cine Eye (Audiovisual Production).](Audiovisual%20Production) **• Attendance is at your own risk. Organisers and venue accept no liability for loss, damage, or injury.** **Spaces are limited and early booking is recommended.**

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

**BOOK HERE**: https://sportas.co.uk/games/49602 **Game Description:** Come and join a mid intermediate session in Canning Town 🚨Directions🚨 📍Enter via Morgan Street 🚶‍♂️5 minute walk from Canning Town Station🚗 Free car parking on site 🚿 Showers, changing rooms, water fountain & toilets are present **Rules** \- 3 teams of 6 \- Games to 15 points \- Max 2 games in a row \- Please be kind and respectful to all players 🧡

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

## 🤝 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. ###

**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)

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/