NEOZO

𝗥𝗲𝘀𝘁𝗿𝗶𝗰𝘁𝗶𝗻𝗴 𝗔𝗜 𝗱𝗼𝗲𝘀 𝗻𝗼𝘁 𝗿𝗲𝗺𝗼𝘃𝗲 𝗿𝗶𝘀𝗸. 𝗜𝘁 𝗽𝘂𝘀𝗵𝗲𝘀 𝘂𝘀𝗮𝗴𝗲 𝗶𝗻𝘁𝗼 𝗽𝗹𝗮𝗰𝗲𝘀 𝘆𝗼𝘂𝗿 𝘀𝗲𝗰𝘂𝗿𝗶𝘁𝘆 𝘁𝗲𝗮𝗺 𝗰𝗮𝗻𝗻𝗼𝘁 𝘀𝗲𝗲. As organisations expand generative AI adoption, restrictive policies often push employees towards personal accounts and unmanaged tools. The numbers show the scale: 𝟴𝟮% 𝗨𝗻𝗺𝗮𝗻𝗮𝗴𝗲𝗱 𝗔𝗜 𝘂𝘀𝗮𝗴𝗲 from pastes into generative AI tools coming from personal accounts (LayerX, 2025). 𝟰𝟳% 𝗣𝗼𝗹𝗶𝗰𝘆 𝗰𝗶𝗿𝗰𝘂𝗺𝘃𝗲𝗻𝘁𝗶𝗼𝗻 from senior AI decision-makers bypassing their own organisation’s AI policies (EY, 2026). 𝗨𝗦𝗗 𝟲𝟳𝟬𝗞 𝗵𝗶𝗴𝗵𝗲𝗿 𝗯𝗿𝗲𝗮𝗰𝗵 𝗰𝗼𝘀𝘁𝘀 for incidents involving shadow AI (IBM, 2025). From what we see in practice, opening access without the right controls creates its own risks, from prompt injection and data exposure to unsafe connectors. The challenge is gaining visibility into which tools people use, what data moves through them and where risk starts to build. Start with three questions: • Do you know which AI tools your teams use? • Do you know what data enters and leaves them? • Would you detect a leak within hours rather than months? With that visibility, security teams are better placed to expand AI access without losing control of sensitive data. Read the full article to explore how organizations can improve AI visibility on our website: https://lnkd.in/divtFDWs #AIGovernance #Observability #CyberSecurity #GenerativeAI #OpenTelemetry

𝗦𝗮𝘃𝗲 𝘁𝗵𝗲 𝗱𝗮𝘁𝗲 𝗳𝗼𝗿 𝗡𝗘𝗢𝗭𝗢 𝗔𝗜 𝗠𝗲𝗲𝘁𝘂𝗽 × 𝗖𝗹𝗶𝗰𝗸𝗛𝗼𝘂𝘀𝗲: 𝗛𝗼𝘄 𝗠𝗼𝗱𝗲𝗿𝗻 𝗗𝗮𝘁𝗮 𝗣𝗹𝗮𝘁𝗳𝗼𝗿𝗺𝘀 𝗣𝗼𝘄𝗲𝗿 𝗔𝗜. Is your data helping your AI perform, or holding it back? Join us for the 3rd NEOZO AI Meetup, co-hosted with ClickHouse, for an evening focused on the platforms, pipelines, and infrastructure behind scalable AI. Talks of the evening: 𝗧𝗵𝗲 𝗔𝗜-𝗥𝗲𝗮𝗱𝘆 𝗗𝗮𝘁𝗮 𝗟𝗮𝗸𝗲𝗵𝗼𝘂𝘀𝗲: 𝗦𝗰𝗮𝗹𝗶𝗻𝗴 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗪𝗵𝗶𝗹𝗲 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗶𝗻𝗴 𝗖𝗼𝘀𝘁𝘀 👤 Maximilian Simmoteit, NEOZO Cloud • Explore how modern lakehouse architectures support enterprise AI while balancing scalability, performance, and infrastructure costs. 𝗖𝗹𝗶𝗰𝗸𝗛𝗼𝘂𝘀𝗲 𝗳𝗼𝗿 𝗙𝗲𝗮𝘁𝘂𝗿𝗲 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗶𝗻 𝗙𝗶𝗻𝗧𝗲𝗰𝗵 👤 Alua Magavyanova, Fraud Data Scientist and Risk Data Analyst at Yusr Fintech • Discover how ClickHouse supports high-performance feature engineering for real-world FinTech applications and demanding AI/ML workloads. The meetup is designed for AI engineers, data professionals, technology leaders, founders, and anyone working with modern data infrastructure. After the talks, connect with Bangkok’s AI and data community over networking and open discussion. 📅 Tuesday, September 1, 2026 🕕 6:00 PM to 9:00 PM 📍 CTI Tower, Bangkok 🎟️ Places are limited. Register early to secure your seat. 👉 https://lnkd.in/d8D55ETx Thank you to ClickHouse for co-hosting the event and to Rhenus for hosting us at CTI Tower. See you in Bangkok! 🚀 #NEOZO #ClickHouse #ArtificialIntelligence #DataEngineering #AIMeetup

Recent ingress-nginx security alerts raised an important question for us: 𝗔𝗿𝗲 𝘄𝗲 𝘀𝗼𝗹𝘃𝗶𝗻𝗴 𝘁𝗵𝗲 𝘂𝗻𝗱𝗲𝗿𝗹𝘆𝗶𝗻𝗴 𝗽𝗿𝗼𝗯𝗹𝗲𝗺, 𝗼𝗿 𝘀𝗶𝗺𝗽𝗹𝘆 𝗮𝗽𝗽𝗹𝘆𝗶𝗻𝗴 𝗮𝗻𝗼𝘁𝗵𝗲𝗿 𝗽𝗮𝘁𝗰𝗵? We had already been evaluating Kubernetes Gateway API as part of our platform roadmap. However, the evolving security landscape around ingress-nginx accelerated our plans, turning a gradual modernization effort into a large-scale migration. We successfully migrated more than 20 production EKS clusters from ingress-nginx to Envoy Gateway. But the migration itself wasn’t the biggest challenge. Large parts of our web platform relied on Server Side Includes (SSI), which Envoy Gateway does not support natively. Instead of rewriting applications, adding another proxy layer or moving to a commercial alternative, we built a custom Envoy WASM extension that brings SSI support directly into Envoy. The migration delivered: • 20+ production EKS clusters migrated • Gateway API-native architecture • No application rewrites • No additional proxy layer • Custom WASM-based SSI support • Fully open-source implementation In our latest engineering blog, we share why security accelerated the migration, the architectural decisions behind it, how we addressed the SSI challenge with Envoy WASM and the lessons we learned along the way. If you are evaluating Gateway API or Envoy Gateway, or planning a migration away from ingress-nginx, this technical deep dive may help inform your approach. 👉 Read the full article: https://lnkd.in/etKm-KEP #Kubernetes #PlatformEngineering #OpenSource #NEOZO

𝗪𝗵𝗲𝗻 𝘁𝗵𝗲 𝗔𝗜 𝘄𝗼𝗿𝗹𝗱 𝗶𝘀 𝗺𝗼𝘃𝗶𝗻𝗴 𝗳𝗮𝘀𝘁, 𝘆𝗼𝘂 𝗰𝗮𝗻𝗻𝗼𝘁 𝗮𝗳𝗳𝗼𝗿𝗱 𝘁𝗼 𝗺𝗼𝘃𝗲 𝘀𝗹𝗼𝘄. During our NEOZO Meetup in Bangkok on June 9, one question came up more than expected: “𝗪𝗵𝘆 𝘁𝗵𝗲 𝗿𝗮𝗰𝗶𝗻𝗴 𝘀𝘂𝗶𝘁𝘀?” The answer was simple. Because AI is a race. Not as a race against competitors, but as a race against the pace of innovation itself. New models are released constantly. Capabilities evolve quickly. Approaches that felt current a year ago may already need to be revisited today. In AI, standing still rarely means staying where you are. It usually means falling behind. That is why continuous improvement is not just a working principle for us. 𝗜𝘁 𝗶𝘀 𝗽𝗮𝗿𝘁 𝗼𝗳 𝘄𝗵𝗼 𝘄𝗲 𝗮𝗿𝗲, 𝗲𝗺𝗯𝗲𝗱𝗱𝗲𝗱 𝗶𝗻 𝗼𝘂𝗿 𝗰𝘂𝗹𝘁𝘂𝗿𝗲, 𝗺𝗶𝗻𝗱𝘀𝗲𝘁, 𝗮𝗻𝗱 𝗗𝗡𝗔. At NEOZO, we continuously evaluate new technologies, test new approaches, challenge existing assumptions, and rethink solutions when better options become available. In many ways, we see ourselves as a racing team in the world of AI. 𝗔𝗻𝗱 𝗷𝘂𝘀𝘁 𝗹𝗶𝗸𝗲 𝗶𝗻 𝗽𝗿𝗼𝗳𝗲𝘀𝘀𝗶𝗼𝗻𝗮𝗹 𝗺𝗼𝘁𝗼𝗿𝘀𝗽𝗼𝗿𝘁, 𝘄𝗶𝗻𝗻𝗶𝗻𝗴 𝗶𝘀 𝗻𝗼𝘁 𝗮𝗯𝗼𝘂𝘁 𝗳𝗶𝗻𝗶𝘀𝗵𝗶𝗻𝗴 𝗳𝗶𝗿𝘀𝘁 𝗶𝗻 𝗮 𝘀𝗶𝗻𝗴𝗹𝗲 𝗿𝗮𝗰𝗲. 𝗪𝗵𝗮𝘁 𝘂𝗹𝘁𝗶𝗺𝗮𝘁𝗲𝗹𝘆 𝗺𝗮𝘁𝘁𝗲𝗿𝘀 𝗶𝘀 𝘆𝗼𝘂𝗿 𝗽𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 𝗮𝗰𝗿𝗼𝘀𝘀 𝘁𝗵𝗲 𝗲𝗻𝘁𝗶𝗿𝗲 𝘀𝗲𝗮𝘀𝗼𝗻. 𝗖𝗼𝗻𝘀𝗶𝘀𝘁𝗲𝗻𝗰𝘆, 𝗮𝗱𝗮𝗽𝘁𝗮𝗯𝗶𝗹𝗶𝘁𝘆, 𝘁𝗲𝗮𝗺𝘄𝗼𝗿𝗸, 𝗮𝗻𝗱 𝘁𝗵𝗲 𝗮𝗯𝗶𝗹𝗶𝘁𝘆 𝘁𝗼 𝗰𝗼𝗻𝘁𝗶𝗻𝘂𝗼𝘂𝘀𝗹𝘆 𝗶𝗺𝗽𝗿𝗼𝘃𝗲 𝗮𝗿𝗲 𝘄𝗵𝗮𝘁 𝗱𝗲𝘁𝗲𝗿𝗺𝗶𝗻𝗲 𝘁𝗵𝗲 𝗳𝗶𝗻𝗮𝗹 𝘀𝘁𝗮𝗻𝗱𝗶𝗻𝗴𝘀. The same applies to AI. There will always be a newer model, a better framework, or a more efficient way to solve a problem. The organizations that succeed will not simply be the ones moving fastest today, but the ones that can keep evolving over time. And honestly, what better way to make that mindset visible to our customers, partners, and community than by wearing a racing suit? It represents: 🏎 Continuous improvement 🏎 Speed of innovation 🏎 Adaptability 🏎 Teamwork and collaboration 🏎 Readiness for the next challenge In the world of AI, there is no finish line. There is only the next lap. 𝗛𝗼𝘄 𝗮𝗿𝗲 𝘆𝗼𝘂 𝗸𝗲𝗲𝗽𝗶𝗻𝗴 𝘂𝗽 𝘄𝗶𝘁𝗵 𝘁𝗵𝗲 𝘀𝗽𝗲𝗲𝗱 𝗼𝗳 𝗔𝗜 𝗶𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻? 𝗪𝗵𝗮𝘁 𝗮𝗿𝗲 𝘆𝗼𝘂 𝗱𝗼𝗶𝗻𝗴 𝘁𝗼𝗱𝗮𝘆 𝘁𝗼 𝗲𝗻𝘀𝘂𝗿𝗲 𝘆𝗼𝘂 𝗮𝗿𝗲 𝗻𝗼𝘁 𝗹𝗲𝗳𝘁 𝗯𝗲𝗵𝗶𝗻𝗱 𝘁𝗼𝗺𝗼𝗿𝗿𝗼𝘄? #NEOZO #AI #ArtificialIntelligence #Innovation #DigitalTransformation

Meet Our Speakers: Data, AI & Open Source in Practice We’re excited to welcome two outstanding speakers to our upcoming NEOZO Meetup on June 9th in Bangkok! Fabrice Facorat An Open Source and Free Software enthusiast with more than 20 years of experience in: · SRE & Systems Performance Tuning · NoSQL & Database Operations · Cassandra, Couchbase, Aerospike & ScyllaDB Today, Fabrice is part of the NEOZO Cloud DataOps team, where he focuses on deployment and performance optimization for a modern BI stack based on ClickHouse and Microsoft Power BI. And yes, besides scaling distributed systems, he’s also passionate about Salsa & Bachata 💃 Simon Braun Simon combines expertise across the entire modern data stack: · Data Science · Machine Learning · Data Engineering · AI Systems After originally studying music, Simon transitioned into IT and completed both his Bachelor’s and Master’s degrees in Information Systems at the University of Cologne. His Master’s thesis focused on transformer architectures and their application in fraud detection. With experience building global data platforms and developing state-of-the-art AI/ML solutions, Simon brings a practical perspective on turning data into business value. What to Expect · Real-world experiences from large-scale data platforms · Insights into modern AI and Data architectures · Open-source technologies in production environments · Networking with Bangkok’s Data & AI community 📍 Bangkok 📅 June 9th 👉 Register now: https://lnkd.in/d_bZdQUd #Neozo #NeozoMeetup #AI #DataEngineering #MachineLearning #DataScience #OpenSource #DataOps #BangkokAI #SRE #TechMeetup #Bangkok #ThailandTech #DataCommunity #DigitalTransformation

NEOZO MEETUP SERIES Building the AI Data Flywheel: Data Platforms in Practice Join us for the 2nd edition of the NEOZO Meetup Series. How do modern data platforms power AI and turn it into real business impact? Expect real-world use cases, insights, and great conversations around data, AI, and scalable data platforms. 👉 Save your spot now #DataPlatform #ArtificialIntelligence #AI #AIFlywheel #DataEngineering #DataStrategy #MachineLearning #DigitalTransformation #TechMeetup #NEOZO