--- title: "AI / AI in Business Category Articles | Data-Driven AI" canonical: "https://data-driven.com/blog/category/ai/ai-in-business/" description: "Browse Data-Driven AI articles for AI / AI in Business. This retained category URL shows the best available match from the published archive." --- Category archive # Read about _AI / AI in Business_ Use this retained archive to open the original articles, or search the full collection for a narrower term. [Browse this archive](#archive-articles) [Search all articles](/blog/) How this list was assembled 10 articles shown The article metadata contains an exact match for this retained archive. Retained archive ## Articles connected to AI / AI in Business Articles are ordered from newest to oldest within this category or tag. [![AI data pipeline with quality checks before model training and use](/_astro/DD-Website-Page-Banner-image-1.CbDnjmpG_1vMAcT.webp)](/blog/ai-data-quality/) Microsoft Fabric ### [AI Data Quality: Build a Reliable Foundation](/blog/ai-data-quality/) Assess accuracy, completeness, consistency, timeliness, and fitness for purpose before training or deploying an AI system. [![People and AI agents represented as one operating team](/_astro/Frontier-Firm-AI.CNiUN7uu_2tLnjU.webp)](/blog/frontier-firm-ai/) Microsoft Fabric ### [Frontier Firms: Microsoft's AI Operating Model](/blog/frontier-firm-ai/) A sourced explanation of Microsoft's Frontier Firm concept, the research behind it, and practical questions for enterprise AI operating models. [![Illustration of data sources moving through a governed platform into AI use](/_astro/DD-Website-Page-Banner-image-2-1.Dm_zjoZy_Z1NzEbV.webp)](/blog/data-modernisation-for-ai/) AI ### [Data Modernization for AI Readiness](/blog/data-modernisation-for-ai/) Assess data quality, ownership, access, and platform constraints before moving an enterprise AI use case into production. [![Enterprise team reviewing connected data and AI systems](/_astro/DD-Website-Page-Banner-image.BFeJJ6Wk_1JUj1f.webp)](/blog/data-ai-trends-for-enterprises-in-2026/) Microsoft Fabric ### [Enterprise Data and AI Trends for 2026](/blog/data-ai-trends-for-enterprises-in-2026/) Review the year's expectations for Microsoft Fabric, Copilot, real-time analytics, governance, and human oversight against current product evidence. [![Finance workflow connecting governed data, AI agents, and human review](/_astro/DD-Website-Page-Banner-image-37.DLWGe4Ge_ZzHkhR.webp)](/blog/autonomous-finance-ai-microsoft-fabric/) Microsoft Fabric ### [Autonomous Finance with Agentic AI and Fabric](/blog/autonomous-finance-ai-microsoft-fabric/) Explore a governed architecture for finance agents, Microsoft Fabric data workflows, human escalation, and measurable operational use cases. [![Agent integration pattern connecting tools, data, agents, and policy checks](/_astro/Top-Five-Ways-AI-Is-Transforming-Business-1.Cg3Y9Srg_2vhT0W.webp)](/blog/agentic-ai-integration-standards-microsoft/) AI ### [Agentic AI Integration Standards: MCP and A2A](/blog/agentic-ai-integration-standards-microsoft/) Understand how MCP and A2A support agent integration, where governance belongs, and which claims require proof before production use. [![AI agent moving through development, testing, approval, and production](/_astro/Top-Five-Ways-AI-Is-Transforming-Business.BVJABqqM_isnTu.webp)](/blog/agentic-ai-prototype-to-production-enterprise/) AI ### [Agentic AI: From Prototype to Production](/blog/agentic-ai-prototype-to-production-enterprise/) Plan the move from an agent demo to production with testing, monitoring, integration, governance, training, and measurable outcomes. [![AI agent delivery pipeline with observation and review checkpoints](/_astro/AzureDevOps.BxSQ5lfc_ZVCLwx.webp)](/blog/agent-observability-best-practices-enterprise/) AI ### [Agent Observability: Five Enterprise Practices](/blog/agent-observability-best-practices-enterprise/) Learn how action monitoring, decision traces, evaluation loops, governance controls, and CI/CD checks support reliable AI agents. [![Enterprise AI adoption loop connecting agents, data, review, and governance](/_astro/agentic-ai-enterprise-adoption-governance.C0wD8_jh_ZnaOC7.webp)](/blog/agentic-ai-enterprise-adoption-agent-factory/) AI ### [Agentic AI Adoption: Governance from the Start](/blog/agentic-ai-enterprise-adoption-agent-factory/) See how enterprise teams can connect agent design, human escalation, observability, policy controls, and outcome measurement. [![Five business uses for artificial intelligence](/_astro/AI-Transformation.v_PbOpmb_1lhEFS.webp)](/blog/top-5-ways-ai-is-transforming-business/) Azure ### [How AI Changes Business Operations and Decisions](/blog/top-5-ways-ai-is-transforming-business/) See five common AI use cases across decisions, automation, customer service, operations, and products, with questions to test value. [Return to all articles](/blog/) ## Need a different route through the archive? Search every article, or ask the team about the topic you are researching. 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