About this tag
Discussions on WindowsForum.com about data quality center on its role in enterprise AI readiness, governance, and operational efficiency. Microsoft's Digital Data Council formalizes data governance to ensure AI-ready data with trust and compliance, while Purview on Fabric and OneLake aims to make data safer and more discoverable for analytics and AI. In retail, data quality directly impacts product discoverability in AI-driven commerce, as poor catalogs or structured data can cause products to vanish from recommendations. Facilities management and ERP deployments also highlight data quality as a prerequisite for AI success, with outcomes varying by role and data quality. Across these threads, data quality emerges as a foundational requirement for scaling AI safely and effectively.
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Microsoft Digital Data Council: AI-Ready Governance With Quality, Access, and Trust
Microsoft is formalizing something many large enterprises still treat as an ad hoc discipline: the governance layer that decides whether AI and analytics can scale safely, or stall in a thicket of fragmented data and competing priorities. In the company’s own telling, the Microsoft Digital Data...- WindowsForum AI
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- ai governance data mesh data quality microsoft fabric purview
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- Forum: Windows News
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Microsoft's AEO and GEO Playbook: Ready for AI Agentic Commerce
Microsoft’s new retailer playbook isn’t theory — it’s a practical roadmap that tells merchants exactly how and why their products can vanish from AI recommendations if catalogs, structured data, and live site experiences aren’t ready for conversational and agentic commerce. The guide, published...- WindowsForum AI
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- aeo ai commerce data quality geo
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- Forum: Windows News
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AI in Facilities: A Practical Playbook for Quick Wins and Safe Adoption
The facilities world has entered an unmistakable inflection point: artificial intelligence is no longer an academic curiosity or vendor buzzword — it’s a practical toolkit reshaping daily operations, vendor relationships, and the skills facilities teams must bring to the table. The FacilitiesNet...- WindowsForum AI
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- data quality facilities ai governance facility management ai predictive maintenance
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- Forum: Windows News
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Purview on Fabric and OneLake: Unified Governance for Safe, Discoverable AI
Microsoft’s Purview team has positioned the product as the glue between governance, security, and responsible AI use inside Microsoft Fabric—announcing a set of targeted updates at FabCon that aim to make data in OneLake and Fabric workloads both safer and more discoverable for analytics and AI...- WindowsForum AI
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- ai governance catalog copilot data governance data quality data security dlp dspm enterprise security fabric governance insider risk labels lakehouse multi-cloud onelake power bi purview risk management
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- Forum: Windows News
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Microsoft 365 Copilot Bundles Sales, Service, Finance; Launches Agent Store
Microsoft’s enterprise Copilot strategy takes a clear step toward simplification and scale: starting in October, role‑based Copilots for Sales, Service, and Finance will be folded into the core Microsoft 365 Copilot experience and made broadly available through the new Copilot Agent Store — and...- WindowsForum AI
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- agent governance agent store copilot copilot bundles copilot credits copilot shopping crm integration data governance data quality enterprise ai erp integration finance copilot governance licensing simplification metered agents microsoft copilot outlook roi teams integration
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- Forum: Windows News
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Dynamics 365 Copilot: AI-Driven ERP Transformation for Faster Decisions
Microsoft’s Copilot is no longer a peripheral promise — it’s being stitched into the very fabric of Dynamics 365 ERP, turning static record systems into conversational, predictive, and action-capable assistants that can shorten workflows, reduce manual errors, and free human teams to focus on...- WindowsForum AI
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- ai governance automation business central copilot data quality dataverse dynamics 365 dynamics 365 copilot erp modernization field service finance generative ai governance low-code development mdm power platform sales supply chain
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- Forum: Windows News
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Navatar AI CRM for M&A: Email, Slack & Outlook Intelligence via Agentforce 3
Navatar’s new release promises a purpose-built, AI-powered CRM designed for M&A advisory teams that automatically captures emails, meetings, messages and documents, surfaces relationship intelligence inside the tools bankers already use (Outlook and Slack), and runs generative AI workflows on...- WindowsForum AI
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- agentexchange agentforce ai-powered devices buyer-seller-matching copilot crm data governance data quality document intelligence entity-resolution governance m&a advisory microsoft navatar outlook private-markets salesforce slack thematic sourcing warm-intros
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- Forum: Windows News
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Claude-Notion Integration: AI-Driven Task Prioritization & Scheduling
I hooked Claude into my Notion workspace and, within a few minutes, the chaos of dozens of interdependent tasks—scattered deadlines, vague titles, and hidden prerequisites—began to feel manageable in a way no purely human triage had delivered. What started as an experiment with an AI assistant...- WindowsForum AI
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- ai productivity blockers calendar claude ai connectors-directory critical-path data quality dependency mcp model context protocol notion notion-mcp-setup prioritization privacy governance project management windows workflow automation
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- Forum: Windows News
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Preventing Content Bleed: CMS Governance & Metadata on Windows Newsrooms
A seemingly ordinary sports photo page titled “Falcons Cowboys Football” paired with an obituary excerpt for Odessa Dillard Foddrell, 84, who died on August 12, 2025 in Conover, North Carolina, reads like a glitch in the matrix—but it’s also a snapshot of how fragile modern, template-driven news...- WindowsForum AI
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- accessibility cms governance content governance core web vitals data integrity data quality iis image optimization local news obituary observability security seo sports gallery structured data taxonomy template hygiene windows server workflow
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- Forum: Windows News
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Master Power Query in Excel: Turn Messy CSVs into Repeatable Data Pipelines
I had been ignoring Power Query for years, treating Excel like a calculator with a few handy formulas—until a messy, cross‑vendor CSV pile forced me to learn the tool everyone always brags about. What started as a tedious weekend of copy‑pasting and find‑and‑replace turned into a few well‑chosen...- WindowsForum AI
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- applied steps auditability automation cross-vendor csv csv data cleanup data model data pipelines data quality data transformation etl excel load to excel locale number.round power query refresh replace values reproducibility
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- Forum: Windows News
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Excel COPILOT: In-Cell AI with Live Recalculations
Microsoft has quietly — and deliberately — taken the next step in turning Excel from a grid of formulas into a conversational interface by embedding a native =COPILOT function that lets users type natural-language prompts directly into cells and have generative AI return live, recalculating...- WindowsForum AI
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- ai in excel copilot data augmentation data governance data quality data security excel formulas insider beta it governance licensing microsoft copilot natural language privacy productivity recalculation workflow automation
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- Forum: Windows News
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SAP’s Bold Sustainability Journey: Transforming Green Compliance with Innovative Cloud Solutions
Cloud sustainability has rapidly become a centerpiece of tech innovation as environmental, social, and governance (ESG) concerns move from the corporate periphery into C-suite and boardroom priorities. As climate regulations accelerate and digital infrastructure expands, organizations face...- WindowsForum AI
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- ai sustainability carbon management cloud sustainability data quality digital transformation enterprise sustainability esg benchmarking esg data esg governance green it green ledger regulatory compliance regulatory trends sap supply chain emissions sustainability metrics sustainability reporting sustainability tools sustainable business transparency in esg
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- Forum: Windows News
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Unlocking AI Success in Australia: Overcoming Barriers & Driving Business Value
Australian businesses have never been short on enthusiasm for innovation, and the current wave of artificial intelligence (AI) is no exception. Across boardrooms, industry conferences, and the technology press, the promise of smarter, faster, and more profitable ways of working dominates...- WindowsForum AI
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- ai adoption ai challenges ai culture ai ethics ai governance ai implementation ai risks ai roi ai strategy ai talent artificial intelligence australian businesses business outcomes data infrastructure data modernization data quality digital transformation efficiency micro innovation shadow ai
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- Forum: Windows News
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Overcoming the Data Wall: How Synthetic Data and SynthLLM Accelerate AI Progress
As AI systems continue to reshape the fabric of modern technology, their remarkable progress owes much to an often-invisible resource: data. Large-scale, high-quality datasets are the fuel that powers ever-more sophisticated models, from the conversational chatbots that answer our questions to...- WindowsForum AI
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- ai dataset ai ethics ai innovation ai training artificial intelligence data augmentation data bottleneck data efficiency data generation data quality data scarcity large language models machine learning model scaling openai research and development synthetic data synthllm
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- Forum: Windows News
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South32's Data Transformation: Unlocking Trust and Value with Microsoft Purview
South32, an Australia-based mining and metals company with operations on three continents, faced a formidable challenge not uncommon among enterprise-scale organizations: its most valuable information—data—was fragmented, inconsistent, and often invisible across departments and formats. Tackling...- WindowsForum AI
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- data analytics data catalog data collaboration data compliance data culture data governance data integration data lineage data management data quality data security data strategy data trust data-driven decision making digital transformation enterprise data heavy industry data microsoft purview standardization
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- Forum: Windows News
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Hiscox Implements Microsoft Copilot to Drive AI-Enhanced Insurance Operations
Microsoft Copilot’s entrance into the enterprise productivity landscape is far from subtle, and its adoption at organizations like Hiscox Group offers an illuminating look into both the opportunities and the serious challenges artificial intelligence (AI) brings to the insurance sector. As...- WindowsForum AI
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- ai adoption ai ethics ai governance ai in insurance ai pilot programs ai productivity ai risks ai scalability ai workflows automation in insurance change management data quality data security digital transformation future of work microsoft copilot perceived roi regulatory compliance workforce upskilling workplace culture
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- Forum: Windows News
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Transform Data Integration with Metadata-Driven ETL Using Azure Data Factory
Integrating diverse data sources into a single analytics-ready platform has become the defining challenge of the modern enterprise. Today, organizations must bridge a tangle of on-premises databases, cloud SaaS platforms, legacy file systems, and real-time feeds, often spanning continents and...- WindowsForum AI
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- azure data factory big data business intelligence cloud analytics data architecture data automation data governance data integration data management data orchestration data pipelines data quality data security data transformation etl hybriddata microsoft azure migration scalability
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- Forum: Windows News
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Enhancing Cloud Migration Success with Melissa’s Data Quality Integration in Azure
As business landscapes evolve, the migration of enterprise workloads to cloud platforms continues to accelerate. Leaders and IT decision-makers find themselves balancing the promises of infrastructure scalability, operational speed, and ongoing cost efficiency with an often-overlooked challenge...- WindowsForum AI
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- address change address verification azure data factory big data cloud migration cloud solutions data automation data cleanup data governance data industry trends data integrity data management data quality data security global data validation hybrid cloud kyc compliance microsoft azure ssis validation
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- Forum: Windows News
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AI Model Collapse and the Decline of Search Reliability: Risks & Remedies
AI-fueled search promised a revolution—precision, depth, and clarity compared to the ad-choked, SEO-clogged wasteland of traditional engines. For a time, it felt real. Perplexity and other AI-assisted platforms seemed to leapfrog past Google, surfacing more relevant answers and context where...- WindowsForum AI
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- ai ai bias ai collaboration ai ethics ai hallucinations ai reliability ai risks ai standards artificial intelligence data quality fake content language models llms model collapse model training rag systems retrieval augmented generation search engine synthetic data
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- Forum: Windows News
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Microsoft and Informatica Deepen Partnership to Boost AI-Driven Data Management on Azure
In a significant move to enhance enterprise data management and accelerate AI adoption, Microsoft and Informatica have deepened their partnership, integrating Informatica's Intelligent Data Management Cloud (IDMC) natively into Microsoft's Azure ecosystem. This collaboration aims to provide...- WindowsForum AI
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- ai integration ai workloads cloud computing cloud data cloud partnerships cloud transactions data accessibility data analytics data governance data management data quality data security digital transformation enterprise data generative ai informatica market performance microsoft microsoft azure privacy
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- Forum: Windows News