Freelance / Individual Contractor vs Numlytics

Freelancer or Numlytics? The answer depends on whether you’re staffing a task, a role, or a programme. This guide helps data leaders choose the right model – from a single Power BI report to a full Microsoft Fabric rollout.
Data Quality Monitoring Explained
Most data quality problems are discovered the wrong way round: a stakeholder notices a number that looks off in Power BI, and only then does anyone go looking for the bad record sitting three tables upstream. The Numlytics Data Quality Monitor flips that – a governed check registry and live Power BI dashboard that catches failing records before they reach a report, running on SQL Server, Oracle, MySQL, or Microsoft Fabric with no external service and no data leaving your environment.
The Real Cost of Bad Data: What It Actually Costs Across Oracle, SQL Server, and Microsoft Fabric
The cost of bad data never shows up as a single line item. It shows up as a finance team quietly re-running a report before a board meeting, an analyst spending an afternoon reconciling two numbers that should already match, and a sales forecast leadership stopped trusting months ago without ever saying so. This article walks through where those costs actually hide – inside an Oracle ERP and across a Microsoft Fabric medallion architecture and what a governed data quality framework changes about that pattern.
Power BI Desktop Bridge

AI agents can edit Power BI reports. What they couldn’t do – until now is check whether the edit actually worked. The Power BI Desktop Bridge adds a validate-reload-screenshot loop that makes an AI agent look at its own output before calling the job done. Here’s where it earns its keep, and where it still needs a human in the room.
Power BI Multiple Apps per Workspace Guide

Microsoft Fabric now lets you create multiple org apps from a single Power BI workspace – publish tailored report experiences to different audiences without workspace sprawl or dataset duplication.
Power BI Premium Per Capacity to Microsoft Fabric: Migration Guide

Discover how to migrate from Power BI Premium to Microsoft Fabric without disrupting your analytics operations. A practical guide for data leaders managing enterprise BI at scale.
Power BI Copilot Default Activation: Enable or Disable?

Learn how to enable Power BI Copilot by default across your organisation and what admin settings control the rollout. Everything your Power BI admin needs to know before activation.
Power BI Forecast Analysis: Executive Guide to Predictive BI

Turn your Power BI reports into forward-looking decision tools with built-in forecast analysis. This executive guide covers three forecasting methods – from native analytics to Azure ML.
Power BI Report Subscriptions to OneDrive & SharePoint

Stop sending Power BI reports as email attachments and start delivering them directly to OneDrive or SharePoint. A step-by-step guide to setting up automated, governed report subscriptions.
Power BI Barcode Scanning: Field Intelligence Guide

Use the Power BI mobile app to scan any product barcode and instantly surface live analytics for that item. A practical guide to setting up barcode scanning for retail, warehouse, and field teams.
Free Power BI Checklists: Design, Modelling, Query, Deployment

Download four free Power BI checklists covering dashboard design, data modelling, Power Query, and deployment best practices. Your quality gates for every stage of the Power BI development lifecycle.
Power BI Paginated Report Authoring in Service: Guide

Explore the new web-based authoring experience for Power BI paginated reports, no Report Builder desktop required. Covers pixel-perfect layouts, parameters, and the new Fabric integration.