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Maggie Liu shared thisMaggie Liu shared thisToday we’re introducing a new Legal Agent in Microsoft Word, built to support the precision and rigor legal work demands. Every clause matters. Every redline tells a story. That’s why this agent was built to follow the structured workflows lawyers use while keeping them fully in control. Early in my career, I asked for a computer on my desk because I believed technology could change how lawyers work. It did. Today, I believe this next generation of tools will do the same, grounded in trust and responsible use. Take a look at the demo and learn more here: https://lnkd.in/ef6kba8X
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Maggie Liu shared this100% agree!Maggie Liu shared thisAre dashboards dead because of GenAI? Not even close. They were never solving the same problem—dashboards provide trusted, consistent metrics, while GenAI enables exploration and discovery. The real value isn’t replacing one with the other—it’s using both together. 👉 https://lnkd.in/ew_q6-5b #GenAI #DataAnalytics #BI #AI #DataStrategy #MicrosoftFabricGenAI vs Dashboards: Not the Same (And Never Will Be)GenAI vs Dashboards: Not the Same (And Never Will Be)
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Maggie Liu shared thisEnterprise-wide governance and management of AI agents and their interactions! #Agent365Maggie Liu shared thisAgent 365 is now generally available! We’re extending the systems customers already use for identity, security, governance, and management to every AI agent and their interactions across the enterprise. Read more: https://lnkd.in/dJD2GV6AMicrosoft Agent 365, now generally available, expands capabilities and integrations | Microsoft Security BlogMicrosoft Agent 365, now generally available, expands capabilities and integrations | Microsoft Security Blog
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Maggie Liu shared thisLove this one Chris Ullmann especially your Simplified prompt:!Maggie Liu shared thisMany of us are scrambling to take AI courses and get certifications, myself included. They do help you get your foundations with this tech. But there’s a mountain of evidence about how you’re actually using AI, your real maturity with it, already living in your Teams chats, emails, Copilot chats and more. Knowing that, I drafted and iterated a prompt to extract that detail and ran it on myself. An abbreviated version and a few snippets of the response below. (full response was quite lengthy) Simplified prompt: “Use my Microsoft 365 Copilot chats, Teams messages, meeting transcripts, SharePoint, and OneDrive to identify evidence-based patterns in how I use AI. Score my AI maturity on a 1 to 5 scale across problem framing, prompt refinement, breadth, judgment, governance, and enablement.” Example of a few lines it shared back: “Overall AI maturity: Strategic. The pattern is well beyond experimentation. You use AI as part of how work is framed, governed, taught, and scaled, not just as a drafting aid.” “Breadth of application: Leading-edge. Evidence spans SOP drafting, compliance, presentations, analytics, meeting support, custom agents, dashboard interpretation, and adoption strategy.” The full output runs across six categories, and the prompt also calls out where to focus next, for real development. Anyone else tried pointing AI at their own work data set? Want the full prompt? Drop #PromptMe in the comments and I’ll send it over. Cheers, Chris Microsoft Microsoft 365 Microsoft Copilot #AIMaturity #AITransformation #FutureOfWork
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Maggie Liu reposted thisMaggie Liu reposted thisSharing a preview of our upcoming #Startup Showcases in #London and #Paris next week, where we bring together a curated set of Microsoft for Startups Pegasus #startups working across #retail and #consumerbrands. This piece connects the dots across the ecosystem, from external intelligence and in-store visibility to agent orchestration, personalized experiences, and #AI search. If you are interested in joining us for an invite-only, relaxed networking session with snacks and drinks, we have a few spots still open. This is an opportunity to connect with #startup #founders and innovation leaders from companies such as some of the leading Retail & Consumer Goods Brands. 𝑳𝒐𝒏𝒅𝒐𝒏: 𝑨𝒑𝒓𝒊𝒍 𝟐𝟏 𝑷𝒂𝒓𝒊𝒔: 𝑨𝒑𝒓𝒊𝒍 𝟐𝟑 Tom Davis, Vikas Arora, Sylvie Atkins, Kathryn Pool, Marc Couraud, Nina Lund, Helene LABAUME, Thibault Zoetelief Tromp, Julie Benamran, Samy R., Vincent Prat, Jean Romero, Wissam LOUDHAIEF, Jean-Roch Trannoy, Helene Delay, Milan Topolic, Marta Mateu Vilalta, Efrain Rosario, Naresh Krishnamurthy, Jemima Cook, Vineet Manghani, Laura Badea, Prasanna Kumar 彭天乐, Claire Bristow, Shoubhik Sanyal CSM®, Aliyah Khaki, James Bishop, Emilio Malik, Hayley Deaner, Filipa Neto, Maggie Liu, Jerome Mas, Araceli Beltrán Rodríguez, Claudia Machado, Cédric Begon, Maxine Smith, Hélène Chaplain Lambert, Daniel Himsworth, Claire LecoqStartup Showcase Preview: Advancing Retail and Consumer BrandsStartup Showcase Preview: Advancing Retail and Consumer Brands
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Maggie Liu shared thisLove this post! Key takeaway: From dashboards → to decisions → to conversations. Fabric Data Agents don’t replace your data stack — they unlock it. They sit on top of governed Fabric data, reuse existing models, and respect security. No duplication. No transformation. Think of it this way: Power BI = structured insights (dashboards, KPIs, storytelling) Data Agents = unstructured exploration (Q&A, investigation, follow-ups) The real value shows up when: ✔️ Data is already curated and trusted ✔️ Users need fast answers without new reports ✔️ Teams want to reduce ad-hoc analytics requests 👉 Same semantic model. 👉 Same business logic. 👉 New way to interact with data. #Fabric #DataAgent #Azure #PowerBI #PowerBIModelMaggie Liu shared thisAzure Fabric Data Agents: Turning Governed Analytics into a ConversationAzure Fabric Data Agents: Turning Governed Analytics into a ConversationAzure Fabric Data Agents: Turning Governed Analytics into a Conversation
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Maggie Liu shared thisThis is exciting!Maggie Liu shared thisWe know #AI can talk. Very few AI can actually sell. That’s why Rezolve Ai’s launch in Microsoft Foundry is such an important moment for #commerceAI. I unpack what launched, why it matters strategically, and why specialized AI is starting to pull ahead. Huge shoutout to the Rezolve AI Labs team to getting this across the line and published on Foundry after months of testing, validation and onboarding - Salman Ahmad Felix T. Vladimir Gorovoy supported by Kelly Dalton on the global Partnerships team. #retailtech #futureofcommerce #futureofretail #conversationalcommerce #enterpriseAI #conversationalAI #commercereinvented Daniel M. Wagner Crispin Lowery Elizabeth Lachhar Mark Turner Arv Natarajan Brendan O'Shaughnessy Urmee Khan Indranil Das David Ingram Sauvik Banerjjee Jai Prabhakaran Johan de Wijs Jason Chidester Harry Chima Jose Rodriguez Travis Eiland Vanessa Caffarena Carola Briese (PhD)Why Rezolve’s Launch in Microsoft Foundry Is a Defining Moment for Commerce AIWhy Rezolve’s Launch in Microsoft Foundry Is a Defining Moment for Commerce AI
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Maggie Liu shared thisTwo weeks after #FabCon26, I’m still thinking about what really stuck with me and honestly, the shift feels even more real now. What stood out wasn’t one big announcement, but how clearly #Microsoft #Fabric is evolving beyond analytics into something much bigger, a true decision and execution platform. A few things that really stood out for me: 🔹 Database Hub in Fabric This felt like a big step forward. A centralized place to discover, manage, and work across SQL, Cosmos DB, PostgreSQL, and Fabric native databases all in one experience. Why it matters: Less fragmentation between transactional and analytical workloads Easier for engineers and analysts to work across the data estate Moving closer to a unified data control plane, not just analytics 🔹 Fabric Data Events and event driven patterns This direction is exciting: Real time data is becoming the default Data changes can trigger actions and workflows automatically We are getting closer to insight to decision to action in near real time This is foundational for AI and operational intelligence, especially as more teams move toward agent driven systems. 🔹 OneLake, AI, and governance built in #OneLake is clearly becoming the backbone for enterprise data #Copilot, #FabricIQ, and #DataAgents are showing up everywhere Governance and security are no longer afterthoughts Cost and capacity management are finally getting real attention Beyond the tech, one of the best parts of #FabCon was the people. Such a great opportunity to connect with product experts, partners, mentors, friends, and customers all in one place. Stephen Helwig ,Patrick LeBlanc, James Serra Matthew Thanakit Kyle Barton Stéphane Fréchette Curious to hear from others who were there, what stuck with you most? #MicrosoftFabric #FabCon #DataArchitecture #DatabaseHub #OneLake #AI #RealTimeAnalytics #EventDriven #DataPlatform #DataAgent #SQL #SQLCon
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Maggie Liu liked thisMaggie Liu liked thisHonored to being the closing keynote speaker yesterday at the Gartner CDAO Community in New York. I shared how we’re moving past AI experiments and toward outcome‑based AI at enterprise scale—embedding trusted data, responsible AI, and governance into the operating model, not layering them on top. The energy in the room, and the peer discussion afterward, reinforced a simple truth: winning with AI isn’t about models. It’s about clarity of intent, disciplined execution, and earning trust every step of the way. Thank you to the Gartner team and the CDAO community for the thoughtful engagement and candid dialogue. Onward. #AgenticAI #Governance #InnovationAtTruist
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Maggie Liu liked thisMaggie Liu liked thisThat's a wrap on the 2026 Gartner for Supply Chain Symposium/Xpo, and what a few days it has been. From in-depth conversations at our booth with Corey Battaglia of GALLO and Harrison Wickman of EY, and with Vivek Chhaochharia and Vince Wicker of Accenture; to an insightful discussion with Jamie Dunn of Kerry and Gonzalo Benedit; to a standout mainstage appearance with Florent Guillet-Caillot of The Estée Lauder Companies Inc. and Frederic Laluyaux, the dialogue at our booth and beyond reflected just how much momentum is building behind agentic decision intelligence. A heartfelt thank you to Corey, Harrison, Jamie, and Florent for sharing your stories and insights. And thank you to everyone who stopped by, traded ideas with our team, and helped make this such an energizing week. The questions you brought, the experiences you shared, and the candor of the conversations are what made this event so meaningful. Until next time, Orlando. Onward to what's next. #GartnerSC #DecisionIntelligence #SupplyChainInnovation
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Maggie Liu liked thisMaggie Liu liked thisI had the privilege of attending the American Go Red Luncheon in Long Island this year, an inspiring event dedicated to raising awareness about women’s heart health. Hearing powerful stories, connecting with passionate advocates, and supporting a cause that impacts so many lives was truly meaningful. Events like this are an important reminder of the role we all play in promoting healthier communities and advancing critical research. Grateful to be part of a community committed to making a difference. ❤️ #GoRedForWomen #HeartHealth #CommunityImpact
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Maggie Liu liked thisMaggie Liu liked thisBuilding AI? Come spend an evening with Microsoft + Anthropic in SF May 14, 2026 | 5:30–8:00 PM 📍 GitHub Office, 88 Colin P Kelly Jr St Three Microsoft speakers. Three Anthropic speakers. One conversation on the real economics of AI infrastructure and what it takes to scale Claude in production on Azure Foundry. Limited spots. Register here: https://msft.it/6045vzSS7 Speakers Valerie Bertele — AI & Startups Growth / Moderator, Microsoft Nanditha Ram — GM, Partner Development, Microsoft Yemi Adejumobi — Anthropic Solutions Engineer, Microsoft Chris Donlan — Applied AI Architect, Anthropic Umang Shukla — GTM, Strategic Partnerships, Anthropic Caroline Matthews — Applied AI Architect, Anthropic #AIStartups #Microsoft #Anthropic #Claude #AzureFoundry #ScalingAI
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Maggie Liu liked thisMaggie Liu liked this“By 2028, we expect to see more than 1.3 billion AI agents embedded across business systems.” — Ananya Ghosh Chowdhury, Principal Data and AI Architect at Microsoft AI is rapidly moving from experimentation to real-world execution, reshaping how organizations operate, automate, and compete. At OZ Digital Consulting, we’re helping organizations prepare for this shift, building the data and AI foundations needed to scale with confidence. #AI #AutonomousAgents #MicrosoftAzure #FutureOfWork #OZDigital
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Maggie Liu liked thisMaggie Liu liked thisOur CEO, Daniel M. Wagner, recently joined The Implement AI Podcast as an expert guest to discuss the emergence of agentic commerce and its implications for the future of digital transactions. In conversation with Piers Linney MBE and Dr. Aalok Yashwant Shukla, Daniel explores how AI agents are reshaping the way consumers interact with brands. Rather than navigating static websites, users are moving toward conversational, intent-driven experiences where intelligent systems guide them seamlessly from discovery to purchase. 🎧Listen to the full episode here: https://lnkd.in/dGZaD6Sp #RezolveAi #AgenticCommerce #Ecommerce $RZLV
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Maggie Liu liked thisMaggie Liu liked thisThe Walpole British Luxury Summit was a great opportunity to listen to some very insightful talks, and I was delighted to speak on a panel on how experience drives growth in the luxury sector alongside Martin Kuczmarski and Divia Thani. So many smart perspectives on what matters most to today’s consumers – the recurring theme was to genuinely listen, create an emotional connection, and stay true to what makes your brand unique. Thank you so much Charlotte Keesing for having me! Photo credit: Philipp Ammon
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Licenses & Certifications
Volunteer Experience
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Volunteer
GiGi's Playhouse Inc.- Down Syndrome Achievement Centers
- Present 5 years 5 months
Health
GiGi’s Playhouse is a nonprofit that offers free educational, therapeutic, and career programs for individuals with Down syndrome. It helps build skills, confidence, and independence, while also supporting families and promoting inclusion and acceptance in the community.
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Mentor
Global Mentorship Initiative
- Present 2 years 5 months
Education
Global Mentorship Initiative (GMI) is a nonprofit organization that provides mentorship to college students—especially those from underserved communities—to help them successfully transition into the workforce. GMI connects students with professionals around the world for structured, career-focused mentorship programs, helping them develop skills like resume writing, interview preparation, and career planning. The goal is to improve employment outcomes and reduce the opportunity gap.
Honors & Awards
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Microsoft FY25 Pinnacle Award
Microsoft SME&C SMB Global
The Microsoft Pinnacle Award honors the top 0.007% of employees globally for exceptional impact, leadership, and business results. It recognizes those who drive significant customer success, inspire teams, and embody Microsoft’s core values. This prestigious award celebrates outstanding contributions that advance Microsoft’s mission and set the standard for excellence across the company.
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Playmaker: CSA of the Quarter
Microsoft -SMC/SMB
Recognizes an exceptional employee who has made significant contributions as a Cloud Solution Architect. This person is a high performer with a strong record of achievement.
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SMC and Digital Sales- Together We Thrive Award
SMC and Digital Sales
The FY24 SMC+DS Awards program recognizes individuals and teams who go above and beyond to exemplify the values of our Microsoft Culture in their everyday work and interactions, modeling our growth mindset and reflecting our unique superpowers. Our Culture is a leading indicator of our continued success in driving meaningful impact toward our business outcomes.
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MSFT Living Our Culture Award- Tech Intensity
Microsoft
FY22 Living Our Culture Awards incentivize employees to live our MSUS Culture Strategy while recognizing the impact and accomplishments of MSUS employees and teams. These awards support our focus on our culture values of Acting with care, Team First, Being Brave, and Bringing our Best.
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Microsoft Technology Solution Achievers
Microsoft
Earners of the Mentor Silver badge have demonstrated the ability to guide, educate, and inspire a team member. Has a collaborative mindset that positively impacts the team.
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Microsoft Hero Award 2021
Microsoft
Microsoft US Hero Award:
The Hero Award is a quarterly award program that recognizes individuals that bring passion and momentum to ensuring successful customer and partner transitions or who transform the way we work. Heroes drive extraordinary transition/transformation outcomes according to the pillars of Impact, Engagement, Advocacy -
Microsoft Compete Expert Gold Award 2020
Microsoft
Microsoft Compete Expert Gold is awarded to individuals with proven experience of leading an opportunity or a technical-win with/using/leveraging snowflake with customers. They have also contributed in creating “compete” assets that are valuable to the Data & AI community.
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Microsoft Hero Award 2020
Microsoft
Microsoft US Hero Award:
The Hero Award is a quarterly award program that recognizes individuals that bring passion and momentum to ensuring successful customer and partner transitions or who transform the way we work. Heroes drive extraordinary transition/transformation outcomes according to the pillars of Impact, Engagement, Advocacy -
The Best New York City Award: The Best IT manager Award in 2014
New York City
Languages
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English
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Chinese
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Organizations
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Microsoft New York/New Jersey Women ERG
Networking Lead
- Present
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Dheepa Iyer
The Azure AI Foundry Agent Service now supports the Model Context Protocol (MCP) in preview—ushering in a new era of interoperability and scalability for AI agents. 🔍 What’s MCP? Think of it as the universal connector for AI agents—an open JSON-RPC–based protocol that lets agents automatically discover and use tools, APIs, and knowledge from any compliant source. 💡 Why it matters—for everyone in AI: 👩💻 Developers: No more custom plug-ins or Azure Functions. Just plug in and go. 🏗️ Architects: Build modular, scalable agent ecosystems with less overhead. 📊 Product Managers: Accelerate time-to-market with reusable, standards-based components. 🏢 Leaders: Empower teams with enterprise-grade AI that’s easier to govern, extend, and integrate. This is a foundational step toward open, composable AI systems that work across tools, clouds, and orgs. #AzureAI #ModelContextProtocol #azureAIFoundry #MicrosoftAI https://lnkd.in/ePwcYRGV
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Business Compass LLC
Best Practices for Managing Instance Pool Configurations in Databricks Efficiently managing Databricks instance pools helps data engineers and platform administrators reduce cluster start times and control cloud costs. This guide covers practical strategies for optimizing your Databricks environment through effective instance pool configurations. We’ll explore how to set up pools with the right VM types, implement auto-scaling policies that balance performance and cost, and integrate instance pools with your existing Databricks workflows. https://lnkd.in/ewxqa8fs Amazon Web Services (AWS) #AWS, #AWSCloud, #AmazonWebServices, #CloudComputing, #CloudConsulting, #CloudMigration, #CloudStrategy, #CloudSecurity, #businesscompassllc, #ITStrategy, #ITConsulting, #viral, #goviral, #viralvideo, #foryoupage, #foryou, #fyp, #digital, #transformation, #genai, #al, #aiml, #generativeai, #chatgpt, #openai, #deepseek, #claude, #anthropic, #trinium, #databricks, #snowflake, #wordpress, #drupal, #joomla, #tomcat, #apache, #php, #database, #server, #oracle, #mysql, #postgres, #datawarehouse, #windows, #linux, #docker, #Kubernetes, #server, #database, #container, #CICD, #migration, #cloud, #firewall, #datapipeline, #backup, #recovery, #cloudcost, #log, #powerbi, #qlik, #tableau, #ec2, #rds, #s3, #quicksight, #cloudfront, #redshift, #FM, #RAG
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Snowflake Developers
Anthology Inc, a global EdTech leader, uses Snowflake ML to model click-level behaviors for students with previously underused data. They leverage ML Jobs, now in GA, to get distributed compute power within their existing R&D framework. Watch the full demo to learn more about how Anthology is able to accelerate ML development and inference, from feature creation to neural networks, in Snowflake ML: https://lnkd.in/gfDq2FbA Learn more about our capabilities for end-to-end ML: https://lnkd.in/gSZzsEei
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SDG Group Middle East
🚀 Leveraging Snowflake + AI to transform Data Governance Data teams are under pressure to document faster, govern smarter, and deliver trusted data at scale. With the latest capabilities in Snowflake Cortex, that future is already here. In our newest Tech Station article, we explore how to build an intelligent Data Governance workflow using: 🔹 RAG-based metadata generation 🔹 Cortex Analyst for structured documentation 🔹 Cortex Search + Knowledge Extensions for validation 🔹 Custom tools & SQL actions to operationalize governance 🔹 An orchestrating Data Agent that ties everything together The result? ✨ Automated metadata enrichment ✨ Clearer definitions and semantic consistency ✨ Governed, accurate, and explainable data assets ✨ A scalable governance layer that grows with your organization If you want to see how Snowflake Intelligence can drastically accelerate governance processes and boost trust in your data… 👉 Read the full article here: https://hubs.li/Q03YWttM0 #SnowflakeIntelligence #EnterpriseAI #DataCloud #IntelligentAgents
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Hakkōda, an IBM Company
Still battling conflicting KPIs after moving to the cloud? You’re not alone. Our latest blog explores how Snowflake’s semantic layer fixes metric drift and unlocks faster, cleaner paths to analytics and AI. Read the full piece here: https://lnkd.in/gZ-b3ZHu #SnowflakeConsulting #DataModernization #SemanticLayer #ModernDataStack
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Jessica Hawk
Great things are possible with great partners like Databricks! Loved this announcement because AI agents are only as powerful as the data they can access—and that’s why this matters. The new #AzureDatabricks connector in #AzureAI Foundry helps unlock the full value of your data foundation. It’s a seamless way to bring enterprise-grade data into AI workflows, accelerating innovation while maintaining trust and governance. This is another example of how Microsoft meets customers where they are—helping them move from experimentation to impact, faster.
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