deep research agents sound great until you deploy them. kulkarni's lesson: the hard part isn't the model. it's orchestration, validation, and evals. start narrow. measure obsessively. #AI #DataStrategy #FractionalCDO #Analytics

AWS OpenSearch Serverless next-gen: 20x faster provisioning, true scale-to-zero, 60% cheaper. Real impact: search infrastructure stops being the constraint on what you can build. #DataStrategy #AWS #DataLeadership #FractionalCDO

Proud to be a Media Partner for DATA Festival Munich 2026! 📅 June 16–17, 2026 📍 Munich, Germany Join 350 Data & AI experts for real-world AI, analytics & data strategy insights. hubs.li/Q04ljlBM0 #DATAFestival #DataScience #ArtificialIntelligence #Analytics #DataStrategy #AIInnovation

gemma 4 12b brings multimodal agentic ai to your laptop. encoder-free means fewer moving parts, faster iteration. local-first changes how we prototype data workflows. #AI #DataStrategy #FractionalCDO #DataLeadership

535: Microsoft Foundry's OneLake is here. Your data strategy just got a central hub. Get ready for the future. #DataStrategy #Microsoft #Foundry

Pinterest's MIQPS: forget rule-based URL normalization. They use content fingerprints to auto-detect which params actually matter. One insight... your deduplication logic is probably leaving money on the table. #DataStrategy #Analytics #FractionalCDO #AI

microsoft packaged workflows AI agents knowledge services into one SKU. less integration hell, more actual automation. worth testing if you're running multi-step processes at scale. #DataStrategy #AI #FractionalCDO #DataLeadership

Companies that demand massive data overhauls upfront? Borean walks away. They target narrow workflows with existing data, delivering solutions in 90 days to prove ROI and build momentum. #DataStrategy #BusinessGrowth

five things about ai that actually matter... most teams are still asking "how do we use ai?" before asking "do we have the data quality for this?" that's backwards. #AI #DataStrategy #FractionalCDO #DataLeadership

fifa's world cup ball flies different due to micro physics changes. small tweaks to materials/seams = unexpected cascade effects. reminder: your data changes rarely impact just one thing. map dependencies before you ship. #AI #DataStrategy #FractionalCDO #DataLeadership

silent ransom's law firm attacks aren't sophisticated tech. they're patient social engineering weak data access controls. if you can't see your data moving, you're already exposed. #DataGovernance #DataStrategy #DataLeadership #CyberSecurity

ExtendDB lets you run DynamoDB APIs on top of Postgres. No client rewrites. No vendor lock-in. This is what flexibility actually looks like in data infrastructure. #DataStrategy #FractionalCDO #DataArchitecture #OpenSource

37 PyPI wheels compromised in the Hades campaign. if you're not auditing your python dependencies as a data risk, you're leaving your pipelines exposed. supply chain attacks are evolving faster than most teams can patch. #DataStrategy #DataGovernance #SoftwareSupplyChain #CyberSecurity

multi-cloud isn't redundancy theater. it's optionality. when you can move workloads between providers without rewriting everything, geopolitical risk becomes manageable. that's the actual game. #CloudComputing #DataStrategy #FractionalCDO #TechnologicalSovereignty

Reduce organizational risk with smart data strategies. Efficient data practices aren’t just nice-to-have — they’re a powerful shield against costly mistakes, compliance issues, and operational failures. buff.ly/RIMENnn #DataStrategy #RiskManagement #BusinessIntelligence

"AI creates competitive advantage." On its own? It doesn't. Here's the distinction most leaders are missing: AI is the engine. Data is the fuel. And if you don't own proprietary, well-governed, strategically structured data — you don't have an AI advantage. What you have is an expensive subscription to someone else's advantage. I talk to founders who believe that because they have AI, they have an unfair edge. Well, guess what? Everyone else has AI too. The same models. The same tools. The same capabilities. When everyone has the engine, the engine isn't the advantage. The advantage comes from: → Data only you own → Governance that makes it usable → Strategy for where AI actually fits in your workflow That's the unfair advantage. Everything else is just a subscription. Honest question: is your AI built on data you own — or data everyone can access? 👇 #ArtificialIntelligence #AIStrategy #DataStrategy #CompetitiveAdvantage #EnterpriseAI

Valkey: full Redis compatibility, zero vendor lock-in. If your caching strategy depends on a single vendor, this matters. Lazy loading open source = control over your performance stack. #DataStrategy #DataLeadership #DataEngineering #CacheOptimization

AWS OpenSearch Serverless got 20x faster provisioning and true scale-to-zero. Means less toil managing capacity, 60% cost savings on idle compute. Game changes for variable-traffic search workloads. #DataStrategy #FractionalCDO #AWS #DataLeadership

gemma 4 12b's encoder-free architecture means you can run multimodal reasoning on your laptop. for data leaders, this shifts the inference economics... fewer cloud round-trips, simpler data governance, local-first is now viable. #AI #DataStrategy #FractionalCDO #DataLeadership

vibe coding is dead. autonomous agents are here. the jump from 'ai writes my code' to 'ai makes architecture decisions' happened in a year. listen to birgitta on what that actually means for governance and risk. #AI #DataStrategy #FractionalCDO #DataLeadership