Insurance Professionals

Welcome back to our meetup in June. * **06:00 PM** Registration, dinner, networking * **06:30 PM** Talk starts Talk 1: Practical AI from Gemini Embedding 2 for Simplified RAG Search with Rich Context and Less Preprocessing - Imagine the possibilities if you could find a document using an image, or find audio from a report, or find a video with a sentence. \- Simplifies RAG Systems \(one multimodal retrieval pipeline instead of multiple fragmented systems\) \- Less preprocessing \(e\.g\. no transcription needed\) less infrastructure complexity \- Richer context \(text \+ visuals \+ audio\) \- A major step from “document chatbots” to truly context\-aware AI systems Gemini Embedding 2 changes what Retrieval-Augmented Generation (RAG) can fundamentally do. Instead of treating text, images, audio, video, and documents as separate systems, AI can now retrieve and reason across all of them together in one shared understanding layer. This means users can search videos with natural language, retrieve diagrams from spoken conversations, match screenshots to documentation, or ground AI agents with real-world multimodal context — capabilities that were previously complex or unreliable without multiple specialized pipelines. Talk 2: Designing Memory Systems for AI Agents AI agents need memory to maintain context across sessions, learn from experience, and handle long-running tasks. The challenge? Deciding what to remember, where to store it, and how to retrieve it when it matters. In this workshop, you'll learn a practical framework for architecting memory systems that actually work in production. We'll cover: \- Types of memory in agentic systems \- Storage patterns: Where to persist memories and how to structure them for retrieval \- Retrieval strategies: Combining vector search with metadata\, recency\, and other signals \- Memory lifecycle: When to create\, update\, or prune memories to keep your system performant You'll apply this framework by building memory into an AI agent and seeing how different design choices impact behavior. You will be provided with all the resources required to successfully execute the hands-on portions of the workshop, including Jupyter Notebook templates with pseudocode. During the workshop, you will replace the pseudocode in the templates with your code. At the end of the workshop, you will also be able to check your learning and earn a skill badge to share with your network! https://learn.mongodb.com/courses/memory-for-ai-applications ## **Future Talk: TBA** **Awaiting confirmation: Federated Layer to Manage a Multi-Agent Synthetic Workforce** Agents are starting to act as workers in real production systems, and workers need a management layer. The question everyone should take back to your laptop: in my own agent stack, what happens on the second concurrent write, and can I prove, today, under whose authority my agent acted? How do I manage my synthetic workforce in production.

**NTU Alumni Club / VIbe@6** **2 Handy Rd, #06-10 The Cathay, Singapore 229233** Meeting Investment: S$70 (Refreshments included) **To register, use the form in the URL** https://bniorigins.sg/visitor-registration/ • What we'll do The Purpose Let's network and connect businesses using a well-structured and efficient format. We meet to network and also learn new skills. It's not just about exchanging contact information, but we also share experiences and other business contacts to help each other grow. **A Guide for New Visitors** • BE ON TIME Our meeting starts at 8.00am sharp and ends at 9.30am. Please come at 7:45am for the networking session. • FARM & COLLABORATE We gather together not to hunt business deals from one another but rather to explore means and opportunities to build our businesses through referrals and collaborations together. We appreciate that you don't push your business to our members and other visitors. • PREPARE A 15-SECOND INTRODUCTION Don't worry, despite sitting through numerous meetings, some of us are still as nervous as you. Just share a little about yourself, what you do, and how you can collaborate with the people present. 15 seconds go by really quickly anyway. • STAY FOR OPEN NETWORKING Don't be in a hurry to rush off after 9.30am. Many of our members and visitors stay for open networking well after the meeting, so do stay on and mingle with us for another 30 minutes to an hour. • MOST IMPORTANTLY, COME WITH AN OPEN MIND What makes BNI unique and efficient is the system and structure in place for business owners like us. Come with an open mind and understand why we are willing to sign up for the chapter and meet every week at 7.45am.

## Struggling to Get Leads from People Who Don’t Know You? You’re posting content… trying different strategies… maybe even using AI tools… But still not getting consistent leads or customers. If that sounds familiar, this session is for you. ## How AI Can Help You Attract Cold Leads (Without Overcomplicating It) In this live, in-person workshop, you’ll learn simple and practical ways to use AI to: * Reach cold audiences more effectively * Generate interest without sounding “salesy” * Create content that attracts potential customers * Approach lead generation in a clearer, more structured way Everything will be explained in a beginner-friendly manner — no technical background required. ## Imagine Having a Clearer Way to Attract Customers Instead of guessing what works… You’ll start to see how to: * Turn strangers into interested leads * Use AI to save time and effort * Build a simple approach to attract potential customers This session focuses on practical understanding — not theory. ## Secure Your Seat This is a small-group, in-person session to ensure quality learning and interaction. 👉 Reserve your seat now to learn how to start attracting leads and customers using AI.

**A)** You want to enjoy your career **B)** You want to enjoy your personal life **C)** You want to reach your potential **D)** You want insightful, transformative conversations that allow you to tap into the best of yourself **E)** You want to live up to your full potential and move forward in life **F)** You want to make it happen and no longer want to drift along **1)** Roger Federer, the greatest tennis player of all time, has a coach. Bill Gates, the richest man in the world, had a coach. Mark Zukerberg and Richard Branson had coaches. **2)** Roger Federer, Bill Gates, Mark Zukerberg and Richard Branson did not overcome their obstacles by attending feel good motivational talks that are over-priced 3 days rah rah concerts in disguise. **3)** They go for the real thing. They know that such rah rah talks cannot address specific challenges. **4)** Now, if these successful people have coaches, why should you be shy of coaching? Having a coach is as as natural as going to the doctor when you have a fever that doesn't go away with panadol. Having a coach is as natural as going to a mechanic when you can't figure out why your car cannot start. **5)** Empower Advisory is committed to give you a full single session of FREE life coaching. Absolutely FREE. We believe that the more successful you are, the better the world will be. You will get a professional personality assessment to understand yourself better and a one to one coaching session that is easily worth a few hundred dollars. **6)** All information shared in the coaching session is kept strictly confidential. You are not judged in any way (unlike your family, friends or colleagues) and can be totally yourself. We just strive to give you a leg up. **7)** All coaching sessions are on a one to one basis. A date and time will be arranged for you upon your life coaching request. All schedule will be arranged according to our Principal Life Coach's availability. **8)** Just whatsapp 8332 4283 to book your slot. **9)** Enjoy a personalised one to one or small group discussion in the fun setting of Members Only - Mandala Club at 31 Bukit Pasoh Rd, Singapore 089845. It's in town and it's easy to get there via Outram Park MRT station! **10)** To book a session, whatsapp Admin Dave at 83324283. If you have RSVP-ed for a private session, do whatsapp to confirm your attendance too! Sessions will only happen if they are confirmed.

Sip & Sparkle is a laid-back social night for anyone looking to meet new people in a warm, open-minded space — no pressure, no awkward games, no sales pitches. Whether you’re here to make friends, find community, or simply enjoy meaningful conversations over drinks, you’re in the right place. It’s casual, inclusive, and welcoming — just real people getting to know one another. Come solo or bring a friend — we’re all about genuine connections and good vibes. ✨💬🍸 Entrance fee $5: you may redeem a canned drink or a cup of single scoop ice cream of your choice.

http://photos1.meetupstatic.com/photos/event/d/5/8/7/600_434874663.jpeg For experience parkour practitioner to train in the lodge to further progress their skills or try new moves Bring water, wear sporty attire (long pants & covered shoes + rubber sole and the waiver form (can be found on website) Provided below is a detailed guide of "how to get there";Do save the following The new location is held at Tai Seng. The address is as follows;Oxley bizhub 1, Blk 65 Ubi road 1 #04-27 S(408729) [Directions](Drivers) 1) way one- Entering the building if you can find the ramp up, head to level 4.- Turn right once you exit- Follow the road (your car would across a bridge)- once across, head straight till the lift lobby- you should see a glass door to your left. Exit car & walk down the corridor till you find the "wooden door" (refer pic) 2) way 2- Entering building you head down basement- park & find blk 65 ( yellow colored)- head up either of the lifts- look for the wooden door (see pic), it is right in the middle of the corridor. (BMW aka Bus Mrt Walk)1) Way one- take mrt to Tai Seng- find exit B- once you see the light of day, turn right & keep walking straight till you are at the traffic light- you should see OXLEY BIZHUB logo on the building diagonally across you. Walk towards it- Refer to below for the rest of the way 2) way 2- if you can only take buses these are the ones you can take to trinity @ paya lebar8, 22, 24, 28, 43, 58, 70m, 70, 76, 80, 158- the building is directly opposite trinity church (so no matter which side you alight. the building - OXYLEY BIZHUB, is opposite the church)- refer to further instructions below (BMW - part 2)- Entering the grand building up the stairs. Walk straight towards the middle building & find the lift lobby- once you find the lift, ONLY in the middle building. Press level 4 (if there is numbers above 4, you have taken the wrong lift)- exiting the lift (of the middle building) it should take you up to the swimming pool & fitness gym.Turn right!- we are right in the middle of that building you see right in front of you. - find the glass door that leads you to a straight corridor- find the "wooden door" ( refer to pic) Hope the above has been comprehensive

This class features techniques from both Greco Roman and Freestyle Wrestling that will be inclusive to everyone despite their levels of training. The techniques will improve your MMA by having technical drills, wrestling sparring, situational sparring and conditioning. ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class ### **Cancellation Policy** Credits will be considered used if class is cancelled within 24 hours before the start of the lesson

**For ages 13 and above.** In this class, you will build on the basics from Foil Foundational Class and continue to learn more advanced technical skills and their applications, such as: * Different parries * Compound attacks * Counter riposte * Counter attack ### **Address** 231 Mountbatten Rd, BLK F, #01-01, Singapore 397999 ### **Schedule** Fridays 730PM - 930PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

**Follow us on instagram @blacksleisure for directions to venue and more info!** Or refer to video here Public Transport https://youtu.be/jJs5TaGIPfs?si=KXXIUgVuW5GApZgV By private car https://youtu.be/xJP9H9hsXyU?si=4RcDGw5cLyPOvvma **Come join us for a session of leisure floorball to make new friends and workout!** 🍪All levels of expertise, age group and gender are welcomed. 🍪No experience needed. 🍪Come dressed in sports attire will do! 🍪Equipment will be provided. 🍪 A small fee of $5 only We also offer opportunities to play competitively. We have 3 men league teams and a ladies league team. We want to build physical and mental fitness through sports and start a ladies competitive team in the near future. PS: Beginners are encouraged to come earlier 10 mins for introduction to sport. There will be a section of court used for training of newbies. Pls only rsvp if you are sure to turn up so as not to hog slots for others.

6pm meet for drinks for 7pm movie . If you can’t get any ticket , let me know I’ll see if there’s extras. You can paynow. No response means no tickets available. cancelling last min not conducive for planning . You will be removed

**Grow Your Business Through Genuine Relationships** This weekly referral networking session brings together SME owners and professionals who are focused on building meaningful business relationships and expanding their client base through referrals. Many attendees join to build long-term referral partnerships and expand their professional network with like-minded business owners. [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7) **What Makes This Different** Unlike casual networking events, this session is structured, efficient, and focused on helping attendees build genuine professional relationships. You will meet fellow SME owners and professionals who are actively growing their businesses and open to building partnerships. The session is professionally facilitated to ensure everyone has the opportunity to introduce themselves and connect meaningfully. [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7) **What You Can Expect** • 7.30AM - 9.30AM • Structured introductions from attendees • Opportunity to present your business and services • Referral and opportunity sharing • Professional networking with SME owners and professionals The environment is welcoming, professional, and respectful of your time. [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7) **Who Is This For** This session is suitable for: • SME owners • Business owners and founders • Lawyers and legal professionals • Doctors and medical professionals • Consultants • Immigration service providers • Accountants and professional service providers • Professionals responsible for business growth and client acquisition Whether you are growing an established business or expanding your professional network, this session provides valuable connections. [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7) **What To Bring** • Name cards • A short introduction of your business • A professional mindset [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7) **Why Attendees Attend Regularly** Many attendees find this to be one of the most effective ways to: • Build trusted professional relationships • Increase referral opportunities • Expand their business network • Stay connected with the local business community [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7)

**For ages 13 and above.** Juggernaut Fight Club isn't your typical boxing gym; It's located within a sheltered carpark of a building in Chinatown, which means ample space for you to train. In fact, it's one of the largest fighting gyms in Singapore, and houses everything you need for all-rounded mixed martial arts (MMA) training, including an MMA cage, competition-sized boxing ring, punching bag stations and more. All the instructors are either pro boxers, boxing champions, or national wrestlers, so you'll be picking up the best techniques from the top experts themselves. ### **Address** 9 Ah Hood Rd, East Asia Institute of Management ### **Schedule** Sundays 4PM - 5PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

**Skip the awkward networking events. It's time for the OOOH Club Saturday Social. 🌍✨** If you are an **expat, local, or working professional** in Singapore looking to upgrade your weekend, you are in the right place. Welcome to the **OOOH Club (Out of Office Hour)**. We are a private, curated community of 250+ professionals who believe your network should be global, your weekends should be high-energy, and your drinks shouldn't always be full price. This Saturday, we are taking over one of our favorite venues for our signature Bi-Weekly Social. **✨ THE VIBE** Imagine walking into a room where everyone is actually excited to meet new people. No stiff business card swapping, no awkward silences, just great music, excellent cocktails, and a room full of Singapore's most welcoming expats and creatives. Come solo; our hosts will make sure you are introduced to the crowd within your first five minutes! **🗓️ THE DETAILS** * **Date:** Saturday, 6 June 2026 * **Time:** 8:00 PM - 10:00 PM (Feel free to stay later, the party usually continues!) * **Location:** Will send once you have been confirmed! * **Ticket**: LADIES FREE ENTRY \| MALES $20 / ENTRY * **Complimentary:** 1x Drink Included! **🎟️ HOW TO SECURE YOUR SPOT (IMPORTANT)** *Please RSVP here and drop Chloe (+65 8813 2083) your Name, Age and Gender. Wait for the confirmation message (if slots are still available)*

**For ages 17 and above.** Influenced by the Spanish and African culture, the Tango is sensual and passionate, one of the most fascinating dances. Stylized strides dominate this dance, along with periodical sharp and staccato movements. Tango’s passionate nature evokes a strong connection to the music, your partner and the audience, a dance that is exciting and often easy to learn. Its dramatic nature also makes Tango a very popular dance that is often featured in blockbuster movies; a favourite dance for those who enjoy drama within a dance. ### **Address** 795, North Bridge Rd, #02-01 797, 198763 ### **Schedule** Sundays 430PM - 530PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

**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)

If you are interested in selecting investment choices for your 401(k) or other workplace savings plan, minimizing your income tax liability, or identifying the most effective investments for your brokerage account, we are the group for you. We are a local chapter of Bogleheads, whose investment strategy can be found here: https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy Or you can peruse the Boglehead forum here: https://www.bogleheads.org/index.php I look forward to seeing you there. Mark Vonder Haar

This is a free, in-person meeting on the subject of betrayals, losses and how to get over them so you can build lasting relationships. Burdened by a stressful relationship? Unhealthy relationships can trigger feelings of anger, despair or self-doubt. They can create dwindling spirals of fights and seeking to make-up, or trying to “pin the blame” on someone or something. If you don’t find the RIGHT reasons, or select the correct sources of the problem, the problem can just get worse and worse. Whether in love or personal ties, with friends or at work, our life really IS affected by the quality of our relationships. Good ones can promote pleasure and survival while less optimum ones can lead to annoyance, anger, self-doubt, stress, or even affect our health and ability to survive well. Whether you are suffering from a divorce, or a painful break-up, don’t know who to trust (or who to CHOOSE) as a partner, friend, boss or employee - the anxiety of relationship troubles can really make a mess of things. Maybe you’ve suffered a betrayal, or are dealing with hostility or criticalness or invalidation. Dwindling relationships can involve destructive behavior, where we hurt those we love, or start succumbing to self-destructive thoughts, attitudes or behaviors that spiral out of control and affect much more than our immediate relationship. Past losses in love or life can affect how we act or react to new people and situations and hold us back from even starting to create new, possibly great relationships! How can one get back onto a saner course of action? Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life: human relationships! Break free from self imposed limitations Here we will discuss: • How to “erase” the trauma of past hurts and betrayals so that one isn’t always repeating past mistakes. • Why and how do the negative emotions of others affect you? • Why is my partner withdrawing and what can I do about it? • Why do we sometimes feel compelled to hurt the ones we love? • Fights & arguments - what's really behind them? • What underlies “corrosive criticism” or the need to invalidate self or others? • How one can stably change one’s outlook on life so they can affect positive change? • Where do compulsive destructive behaviors come from and what can be done about them? • How to form closer bonds & keep growing the relationships with the people you care about? • How to enhance one’s own ability to survive and create positive healthy relationships whether in love, family & friendships or in work, business or one’s career? Relationships can be hard and life itself IS challenging. Why not arm yourself with the knowledge and breakthroughs that have been made about the mind, mental reactions & interpersonal relationships, so that one has better awareness and control over themselves and life in general. Learn where painful experiences are “stored” and how they can unknowingly affect us. You will also find out how one can “erase” those past painful experiences so that one is free to move forward without being tripped up by the past. Learn too, about what can lead some people to become “toxic” personalities and how to identify those traits in others so you won’t be tripped up trusting the wrong person. Our free Meet-ups occur in a safe environment where one can learn, without fear of judgment or criticism, and without the recommendation of harmful mental techniques or therapies, just how YOU can get yourself onto a happier & more successful path: in love & in life. We look forward to having you join us! This class is sponsored by the Dianetics & Scientology Life Improvement Center of Central Ohio.

**Welcome to the Women’s Columbus Bogleheads® Sub-Group** This sub-group is for **women who want to learn and discuss finances in a safe, supportive space**. For those interested in moving towards financial independence and retirement by learning investment basics, choosing your 401(k) investments, minimizing taxes, and more. We’re a local chapter of **Bogleheads®**, following a long-term, practical investment philosophy: [Investment Philosophy](https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy): https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy [Bogleheads Forum](https://www.bogleheads.org/index.php): https://www.bogleheads.org/index.php No question is too small, and no experience is too simple. Share, ask, and learn — at your own pace, without judgment, in a group of like-minded women. Let’s build confidence and knowledge **together**!

Join Guest Host Jeff and the group as we get together to see the historical drama, PRESSURE! Brendan Frasier, Andrew Scott and Kerry Condon star in this film about the tense and dramatic days leading up to the D-Day invasion! Here are details, a trailer and our plan for this event: DESCRIPTION: The film follows General Dwight D. Eisenhower and Captain James Stagg n the tense 72 hours before D-Day. With the fate of the free world in the balance, they face an impossible choice: launch the largest and most dangerous seaborne invasion in history or risk losing the war altogether. It is directed by Anthony Maras and based on David Haig’s 2014 stage play. The film stars Brendan Fraser, Andrew Scott, Kerry Condon, Chris Messina and Damian Lewis. TRAILER: https://www.youtube.com/watch?v=xcPgrKoXe_c PLAN: We’ll plan for a 7pm-ish showing and will meet in the bar area about 30 minutes before showtime! Once showtime is announced, please purchase your ticket in advance and list your seat number in the Comments section of this event! Exact showtime and complete details will be confirmed and announced as the date gets closer! Look forward to seeing you there, Jeff P.S. from Dan: THANK YOU to Jeff for hosting this event!

## 🤝 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. ###

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.