AI Expo Day Two: Production Depends on the Unexciting Details
Day two of AI Expo 2026 focused on data maturity, attribution, tool security, continuous monitoring, developer review, training, and specific utility.
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Data
22 posts
AI Expo Day One: Agentic Ambition Meets Data Reality
Day one of AI Expo 2026 showed that agents depend on trusted data, semantic context, observability, safe physical systems, reliable networks, and workforce adoption.
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Standard Chartered Makes Privacy an AI Architecture Decision
Standard Chartered uses privacy, sovereignty, reusable controls, and human accountability to determine what AI can process and where it can operate.
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Enterprise AI Fails When Pilots Live on Pristine Data Islands
Salesforce architect Franny Hsiao argues that production AI requires governed data, observability, responsive design, edge resilience, and explicit human gateways.
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Plumery Wants to Make Bank AI a Governed Data Service
Plumery’s AI Fabric uses governed data streams and an API-first architecture to reduce repeated integration work between AI models and legacy banking systems.
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AI Marketing Gets Personal at the Cost of More Data
AI and big data let marketers personalise campaigns and react in real time, but the strategy depends on responsible data use, bias controls, and measurable restraint.
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Bending Spoons Sees AOL as a Living Data Asset
AOL’s 30 million monthly users give Bending Spoons a durable audience and decades of information, but the acquisition’s value depends on careful integration and governance.
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AI Has Inherited Big Data’s Unfinished Business
Enterprise AI is reviving an old problem: information remains scattered, inconsistent, sensitive, and stale, leaving many organisations without an AI-ready foundation.
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Vibe Analytics Lets Business Users Question Live Data
Fabi.ai combines natural-language analysis with visible, editable code so business users and data specialists can investigate information together.
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Agentic AI’s Southeast Asian Opportunity Started With Data
Capgemini research found high expectations but limited scaled adoption, while Southeast Asian enterprises were urged to prioritise governed data and oversight.
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