Business Intelligence

**💡 Topic**: "Sound & Silence" **🗣 Speaker 1:** Kelvin Lim **💡 Topic**: "93 Years Later... We're Still Here." **🗣 Speaker 2:** Thahirah Nazran 📅 **Date**: 3rd Jul 2026 🕒 **Time**: 7.30AM - 9.30AM 📍 **Venue**: Online Zoom **💰 Cos**t: $60/pax **👔 Attire**: Professional or formal. **Here's how you can join us.** Send your details to [https://forms.gle/Gt7UemdzUjgRG4ci7](https://forms.gle/Gt7UemdzUjgRG4ci7) \- The meeting date \(**3rd Jul 2026** for this case). \- Your full name\. \- Your email\. **What you can get from our online Networking:** ✅ plenty of business contacts to expand your network. We expect about 35-45 business owners or self-employed from various trades. ✅ Introduction of yourself and your products/ services to the face-to-face meeting. **What this MeetUp is NOT:** This is not a platform for MLM companies' recruitment (nothing wrong with MLM companies; we welcome you but respect the meeting and do not do recruitment during the physical networking. It never works out this way in any case) **P.S.**: This is a BNI-setting networking event. Here is the **link to register** again; [https://forms.gle/Gt7UemdzUjgRG4ci7](https://forms.gle/Gt7UemdzUjgRG4ci7) Technological disruption has changed how businesses are run. The advent of technology has phased out many business models. However, no matter how advanced technology can be, human connection and relations remain essential aspects of the business. **How can we stay lean and keep ahead of competitors?** We welcome you to our online Business Networking Day, where you can meet with like-minded business owners to make connections and seek collaborations for business growth. If you are an enthusiastic business owner, you are in the right place. See you there. Join us for 120 minutes of guided networking with business owners from different trades, and find out how you can grow your business using our BNI platform of: ✅ weekly face time with members and visitors; ✅ quality referrals; ✅ Regular showcases for every member. To join us for our networking session, go to [https://forms.gle/Gt7UemdzUjgRG4ci7](https://forms.gle/Gt7UemdzUjgRG4ci7)

## 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.

**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-2jul2026-mc) only.** Moving AI from prototype to a reliable production often raises questions about optimisation, scalability and compliance. At this STACK Meetup [AI], we strip away the hype to offer an exclusive look under the hood of PlatformAI, GovTech’s developer-first platform built to scale AI capabilities reliably for the Government. Take a peek into how PlatformAI provides an enterprise-ready platform layer to govern and orchestrate large-scale AI model and capability deployments. Our speakers will share strategies on unifying secure model access, balancing costs using Pay-As-You-Go (PAYGO) versus Provisioned Throughput, and leveraging managed multimodal pipelines – Vision, Document, and Audio – without the overhead of maintaining fragmented infrastructure. Walk away with fresh insights on how GovTech is democratising AI deployment at scale, whilst ensuring proper governance like prompt security, throughput optimisation, and architectural guardrails to address modern scaling bottlenecks. **Secure your spot for STACK Meetup [AI] today: [https://go.gov.sg/stackmeetup-2jul2026-mc](https://go.gov.sg/stackmeetup-2jul2026-mc)**. Limited seats available! Who should attend: Product managers, software engineers, AI/ML developers, infrastructure specialists, and system architects, who are looking to bridge the gap between AI prototyping and production-grade software engineering. **Programme** 6:30pm: Networking 7:00pm: Introduction By STACK Community 7:05pm: Opening By Ethan Goh, Director, Product Management, AI Programme, GovTech Singapore 7:15pm: Introducing PlatformAI – GovTech’s one-stop platform for AI Capabilities By Daniel Yuen, Product Manager, AI Programme, GovTech Singapore 7:35pm: PlatformAI – Models: Unified Access To LLMs By Tan Xiu Quan, Product Manager, AI Programme, GovTech Singapore 7:55pm: PlatformAI for Multimodal Capabilities, across Vision, Documents and Audio By Suresh Kumar Sarad, Senior Product Manager, AI Programme, GovTech Singapore 8:15pm: Q&A 8:30pm: End of STACK Meetup Click **[here](https://go.gov.sg/stackmeetup-2jul2026-mc)\*** to sign up! \*Registration will be accepted via GovEntry only.

Looking for genuine business networking in Singapore without the hard sell or the tech-startup echo chamber? You've found it. The Singapore Entrepreneurs Network (SEN) has been running free, no-frills entrepreneur networking sessions since 2005 with roots going back to 2002. This is one of our regular monthly sessions. Drop in, buy a drink, and start a conversation. With over 20,000 members and 633 events hosted across two decades, SEN is one of Singapore's longest-running and most active entrepreneur communities. **Who shows up** SEN attracts a genuinely mixed crowd, and that's the point. On any given Thursday you'll meet: * Students and aspiring founders with their first business idea * Fresh startups and early-stage founders * Established entrepreneurs and SME owners * Corporate professionals seriously considering the leap * Freelancers and independents building their own path * Investors and advisors * Foreign entrepreneurs and expats building in Singapore Every industry. Every stage. All equally welcome. **What to expect** No agenda, no formal programme, no keynote speeches, no hard pitching. Just a room full of people who are building something or thinking seriously about it, talking openly with others who get it. SEN is known for being genuinely diverse, refreshingly direct, and free of the "tech founders only" attitude that dominates most Singapore networking events. People disagree here. People speak freely. That's what makes it worth showing up. **Our community standard** This community runs on one principle: honest conversation between real people doing real work. Claims are welcome. Fabrications are not. If you state credentials, be prepared to substantiate them. **Practical details** * Venue: Rocky Master, 18 Tai Seng St, #01-28, Singapore 539775 * Date: First Thursday of the month * Time: 7:00 PM onwards * Free entry **Ground rules** * Buy something at the venue. There is no entrance fee, but we are guests of Rocky Master. It is compulsory to purchase a drink or meal. If you are not hungry or thirsty, buy something and gift it to someone else; you will get thirsty after an hour of conversation. * No hard selling. Network freely, but do not force other attendees to sit through your pitch. * Basic decency. SEN welcomes people with differing views and backgrounds. Disagree openly but respectfully. **About SEN** In 2002, Nicholas Chan was one of eight co-founders of Project:Senso, a pioneer entrepreneur gathering in Singapore. Nicholas subsequently spun off the Singapore Entrepreneurs Network in 2005; the networking events were working, people kept coming back, and he decided they deserved a permanent home and a life of their own. Two decades on, SEN counts over 20,000 members and runs affiliated chapters in Malaysia, Myanmar, and Taiwan.

Looking for genuine business networking in Singapore without the hard sell or the tech-startup echo chamber? You've found it. The Singapore Entrepreneurs Network (SEN) has been running free, no-frills entrepreneur networking sessions since 2005 with roots going back to 2002. This is one of our regular monthly sessions. Drop in, buy a drink, and start a conversation. With over 20,000 members and 633 events hosted across two decades, SEN is one of Singapore's longest-running and most active entrepreneur communities. **Who shows up** SEN attracts a genuinely mixed crowd, and that's the point. On any given Thursday you'll meet: * Students and aspiring founders with their first business idea * Fresh startups and early-stage founders * Established entrepreneurs and SME owners * Corporate professionals seriously considering the leap * Freelancers and independents building their own path * Investors and advisors * Foreign entrepreneurs and expats building in Singapore Every industry. Every stage. All equally welcome. **What to expect** No agenda, no formal programme, no keynote speeches, no hard pitching. Just a room full of people who are building something or thinking seriously about it, talking openly with others who get it. SEN is known for being genuinely diverse, refreshingly direct, and free of the "tech founders only" attitude that dominates most Singapore networking events. People disagree here. People speak freely. That's what makes it worth showing up. **Our community standard** This community runs on one principle: honest conversation between real people doing real work. Claims are welcome. Fabrications are not. If you state credentials, be prepared to substantiate them. **Practical details** * Venue: Rocky Master, 18 Tai Seng St, #01-28, Singapore 539775 * Date: First Thursday of the month * Time: 7:00 PM onwards * Free entry **Ground rules** * Buy something at the venue. There is no entrance fee, but we are guests of Rocky Master. It is compulsory to purchase a drink or meal. If you are not hungry or thirsty, buy something and gift it to someone else; you will get thirsty after an hour of conversation. * No hard selling. Network freely, but do not force other attendees to sit through your pitch. * Basic decency. SEN welcomes people with differing views and backgrounds. Disagree openly but respectfully. **About SEN** In 2002, Nicholas Chan was one of eight co-founders of Project:Senso, a pioneer entrepreneur gathering in Singapore. Nicholas subsequently spun off the Singapore Entrepreneurs Network in 2005; the networking events were working, people kept coming back, and he decided they deserved a permanent home and a life of their own. Two decades on, SEN counts over 20,000 members and runs affiliated chapters in Malaysia, Myanmar, and Taiwan.

**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)

**Important**: Upon RSVP, participants need to register on Eventbrite link for building security purpose. https://www.eventbrite.com/e/stock-meetup-tickets-1990836799459?aff=oddtdtcreator **Overview** Stock Meetup is a free, informal gathering for general discussions and networking. For information-sharing only; not financial advice. **What to Expect** * An opportunity to meet and interact with fellow market participants in a causal setting. * A general discussion on recent market developments and overall market sentiment. * An open sharing session where participants may exchange perspectives and experiences. **Agenda** * 7:00 - 7:20pm: Welcome & ice-breaking session * 7:20 - 7:30pm: Facilitated group discussion * 7:30 - 8:00pm: Informal networking session **Event Details** * Cost: **Free** * Date: 03 Jul 2026 (Friday) * Time: 7:00pm to 8:00pm. * Venue: One Raffles Place Tower 2 **#20-63**, Singapore 048616 near Raffles Place MRT. **Notes** * Registration opens at 6:35pm. Participants are required to register at the Level 1 concierge before proceeding to **Level 20, Tower 2**. The session will commence promptly at 7:00pm. * By participating in this event, you consent to the collection, use and disclosure of your personal data by Tiger Brokers (Singapore) Pte. Ltd. (“TBSPL”) for purposes related to event administration, communications, and other purposes in accordance with TBSPL’s personal data protection policies. For more information on TBSPL’ Privacy Policy, please visit [https://www.tigerbrokers.com.sg/agreement/sgpolicy](https://www.tigerbrokers.com.sg/agreement/sgpolicy) **Disclaimer**: Under no circumstances does any information provided represents an investment advise or recommendation to buy or sell a security in this stock meet. 3 reasons why the community exists: 1. To share knowledge, gain wisdom from the stock market. 2. To network with people that have similar trading or investing styles. 3. To help new retail investors and traders learn from the experienced and a chance to properly participate in the stock markets in their life-long wealth building journey. More info on the facilitator and host: [https://www.stockheroapp.com/stockmeet](https://www.stockheroapp.com/stockmeet)

**Curious about how AI is changing the legal profession and what that means for every knowledge worker?** Join us for this week's **The Stage**, our weekly lightning session where founders, builders, and operators share practical ideas, real experiences, and lessons they're actively applying today. Expect actionable insights, thoughtful discussions, and plenty of opportunities to connect before getting back to building. ### **Topic** **State of AI Adoption in the Legal Industry** ### **Speaker** **[Zeng Hanyi](https://www.linkedin.com/in/zenghanyi/)** Hanyi has worked as a litigation, arbitration, and investigations lawyer across leading Singapore and international law firms, as well as serving as in-house counsel in the oil & gas industry. Today, he explores what it means to become an **Authentically Integrated Lawyer**—embracing AI while staying grounded in professional judgment and ethics. ### **What You'll Learn** As AI reshapes professional services, the legal industry sits at the intersection of innovation, expertise, and responsibility. In this session, Hanyi shares his personal journey of adopting AI in legal practice, the opportunities it unlocks, the risks it introduces, and what every knowledge worker can learn from the legal profession's experience. Whether you're a founder, builder, consultant, or simply curious about AI's impact on specialized work, you'll leave with fresh perspectives on integrating AI thoughtfully into your own workflow. ### **You'll Leave With** ✅ A clearer understanding of how AI is transforming legal work ✅ Practical insights for adopting AI in knowledge-intensive professions ✅ A balanced perspective on the opportunities, limitations, and risks of AI in professional practice Bring your questions, grab your laptop, and stay afterwards to continue building alongside the community. [Get your Free Ticket here! ](https://luma.com/sxhi40i8)

Are you walking correctly? Walking is one of the most natural human activities, but most of us aren't optimizing our stride for health and fitness. It’s time to turn your daily steps into a powerful, fat-burning tool. Join us early for the MetaWellness Fat-Burning Walking workshop. This session goes beyond a casual stroll; it is an active workshop designed to teach you the biomechanics of mindful, effective movement. Led by **JJ Mok, Accredited Mindfulness Coach**, you will learn how to align your body and mind to increase fitness, aid weight loss goals, and completely transform the way you walk. **What You’ll Learn in This Session:** * **👣 Proper Walking Technique:** Forget lazy strolling. We will teach you how to develop strong posture and an engaging, powerful stride that protects your joints and engages more muscles. * **🔥 Fat-Burning Principles:** Discover the specific techniques that turn a regular walk into a calorie-torching workout, helping you burn more energy with every step you take. * **🧘‍♀️ Breathing & Mindfulness:** Learn to integrate mindful breathing with your movement. This enhances mental focus, reduces stress, and helps naturally boost your metabolism. **Who Should Attend:** This session is perfect for anyone looking to improve their physical health, lose weight sustainably, or simply gain more energy from their daily routine. All fitness levels are welcome. **Event Details:** * **Time:** 7:30 AM – 9:00 AM * **Location:** [Entrance](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html")/[Exit A](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") - [Botanic Gardens MRT Station](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") ([CC19](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") / [DT9](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html")) * **Instructor:** JJ Mok, Accredited Mindfulness Coach **What to Bring:** * Comfortable walking shoes or trainers * Water bottle * Sun protection (hat/sunscreen) if outdoors * An open mind ready to learn! **Start your weekend with intention, movement, and vitality. Secure your spot today!**

Enterprise X-Change Forum (EXF2026) Register Now (Limited seats): https://for.edu.sg/exf2026-registration 🚩Fees: Free of Charge for the first 100 Pax Theme: Future Ready Enterprises: Where Technology, Innovation and Sustainability Converge* 🚩Date: 3rd July 2026 (Fri) Registration Time : 0830hrs (Breakfast Provided) 🚩Event Time : 0900hrs to 3pm (Lunch Provided) 🚩Location : 180 Ang Mo Kio Avenue 8 Singapore 5698830 - Threatre for the Arts Collaboration between NYP and the Singapore Manufacturing Federation (SMF), bringing together insights on technology, innovation, and sustainability. The forum brings together over 300 industry partners, technology leaders and SMEs to exchange insights, discuss emerging trends, and foster collaboration. Brought to you by: *Nanyang Polytechnic* *Singapore Manufacturing Federation* *Enterprise Exchange Forum 202*

**Mao Shan Wang 猫山王 Buffet Lunch +Melaka马六甲** **Shopping & Sightseeing Tour + 1 Group Dinner** **Date: 5 July 2026 (Sun 7am-10pm)** **Event Detail:** **Cost: $150/person** **3 persons or more payment together is $140 person** **The Durians are Calling, Are you ready to join in the durian feast?** **{NON HIKING EVENT, JUST SIMPLY EAT & RELAX!!}** **{SLOTS ARE AVAILABLLE!!!}** **INTERESTED: WHATAPP 94884478 Wilfred or RSVP via Meetup:** [https://www.meetup.com/lets-go-travelling-hiking/events/314351515/](https://www.meetup.com/lets-go-travelling-hiking/events/314351515/) **\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-** **❈❈The Popular Mao Shan Wang 猫山王 Buffet Lunch is back in July!!** **❈❈4 DEPARTURE DATES ARE AVAILABLE:** **❈❈28Jun(Sun) & 11July(Sat) to Muar Attractions,** **5July(Sun) to Melaka Attractions & 18July(Sat) to Kluang Attractions** **\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-** **Event Detail:** **Cost: $150/person** **3 persons or more payment together is $140 person** **PAYMENT:** Please Paynow $xxx/person to UEN 201727764C Wilfred Go Travelling & Hiking Pte or Bank Transfer to DBS Current Account 0029069789 and Text 94884478 with Print-screen Receipt **TA License No 03066** **TA NAME: WILFRED GO TRAVELLING & HIKING PTE LTD**

*Enterprise X-Change Forum (EXF2026)* Register Now (Limited seats): https://for.edu.sg/exf2026-registration 🚩Fees: Free of Charge for the first 100 Pax *Theme: Future Ready Enterprises: Where Technology, Innovation and Sustainability Converge* 🚩Date: 3rd July 2026 (Fri) Registration Time : 0830hrs (Breakfast Provided) 🚩Event Time : 0900hrs to 3pm (Lunch Provided) 🚩Location : 180 Ang Mo Kio Avenue 8 Singapore 5698830 - Threatre for the Arts Collaboration between NYP and the Singapore Manufacturing Federation (SMF), bringing together insights on technology, innovation, and sustainability. The forum brings together over 300 industry partners, technology leaders and SMEs to exchange insights, discuss emerging trends, and foster collaboration. Brought to you by: *Nanyang Polytechnic* *Singapore Manufacturing Federation* *Enterprise Exchange Forum 202*

Monthly working lunch for Columbus business owners. One specific topic, one to three actions you can run this week. You can be the best at what you do and still be invisible. If local buyers cannot find you, the phone does not ring. Marketing Monday Lunch + Learn is a monthly working lunch for Columbus business owners focused on building relationships, local networking, and local marketing. Every kind of local business welcome. No pitch round, no pressure, no upsell. **This month** Most local businesses pick one or two places to be visible and call it good. The result is inconsistent calls and a feeling that marketing is not working. We will walk through the three places every local business needs to show up, plus the fourth place most owners ignore that quietly produces the warmest leads. **What to expect** Doors open at noon. Order lunch and drinks at the cafe counter or bring your own. You get real conversation with other local owners and a focused marketing lesson. You leave knowing people and with one to three actions to run that week. The room is reserved through 1:30 PM. **Who this is for** Any local business owner who wants clearer marketing direction and real local relationships. Service businesses, retail, home services, professional services, online owners building local presence, anyone serious about being part of the Columbus business community. **Not the right fit if** You are here to pitch the room or recruit for an MLM. **Details** * Second Monday of every month * 12:00 to 1:30 PM * Good Cafe Easton, 4400 Easton Commons, Ste 150, Columbus, OH 43219 * Order lunch and drinks at the counter when you arrive * Free to attend, RSVP required, space is limited **About the host** Rita Suzanne is a local marketing strategist and the founder of Local Marketing Method. She runs Visibility is Profitability, the membership where local business owners build the system that keeps their phone ringing. Learn more at learnlocalmarketing.com. Register here: [https://www.eventbrite.com/e/1989964540509?aff=oddtdtcreator](https://www.eventbrite.com/e/1989964540509?aff=oddtdtcreator)

Highlights and Hidden Gems in SQL Server 2025 With so much emphasis on cloud data platforms and AI these days, SQL people can feel left behind by all the marketing hype. SQL Server 2025 was officially released in November of 2025, though, and contains a ton of improvements that will make our SQL Server deployments a bit faster, better, and more secure. There are even more improvements tucked into the release that never made a marketing blog or press release that you'll likely be learning about for the first time in this session! Join this session to learn about what makes your high availability a little more available, your performance a bit more performant, and your database more developer and app-friendly. Come spend an hour with SQL people talking SQL Server 2025 – the good, the "not quite ready for prime time", and the hidden awesomeness.

Join us for lunch and meet our very successful group. We are each others sales team...always looking for referrals for our members. If you are looking for new clients, let us help you out! Bring your business cards and brochures to share with us. We have a speaker each week so that we can learn about their business. Because we have only one member per business, we have many of the spots filled. However, we are specifically looking for an estate attorney, a handyman/electrician, and an event planner. We have referrals for you! All visitors are welcome. Any questions contact [pmarchio@farmersagent.com](mailto:pmarchio@farmersagent.com)

**Practical Curiosity: Learning from Everyday Data** How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice. Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look. In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it. **About Our Speaker:** [Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet. 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)

Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on. That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable. In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork. This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it. We’ll cover: * Why “it looks good” is not enough * How to improve prompts by changing the input, context, and constraints * How to compare LLM outputs more systematically * Basic evaluation techniques for accuracy, consistency, and usefulness * How embeddings, cosine similarity, and scoring can help evaluate results * Where automated evaluation works — and where humans still need to stay in the loop By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

Come and grow your business by meeting these other business professionals. We can help you expand your customers.

We're planning a hands-on technical session focused on building AI solutions in ServiceNow - think skills, agents, and real-world use cases. If you’re curious about AI on the platform, RSVP now and stay tuned for more details. Let's build together!