M365Con 2027 – free online conference · 11–22 Jan 2027 · 120 sessions→ m365con.net

Data quality

Concept

The degree to which data is complete, consistent, accurate, fresh and unique; in Microsoft Purview it is measured with rules and scores that roll up from columns to assets, data products and domains.

✦ CONCEPTData qualityM365.FM
Title graphic: Data quality (Concept)
TypeConcept

Key points about Data quality

Episodes about Data quality

Make Power BI Dashboards Drive Better Decisions

2025-11-04 · Video on YouTube

Power BI isn’t failing because of visuals — it’s failing because nobody plans. 60–70% of BI projects become expensive wallpaper. This episode exposes the 3 discipline steps that separate strategic intelligence from dashboard vanity — why most organizations…

The Future of Work with Fabio Bonolo [MVP]

2026-05-27 · Video on YouTube

In this episode of the M365 FM Podcast, host Mirko Peters sits down with Microsoft MVP Fabio Bonolo to explore how AI, Microsoft Copilot, and modern workplace technologies are transforming the future of work. Fabio shares his journey from sales executive to…

Microsoft Purview Data Map - Simply Explained

2026-08-15 · Video on YouTube

Data rarely stays in one app: it is copied, exported, renamed and forgotten across Outlook, Teams, SharePoint and Fabric. This episode is for Microsoft 365 admins, data owners and compliance teams who need a plain-English map of Microsoft Purview. You learn…

AI Agents and the End of Manual Data Entry

2026-06-27 · Video on YouTube

In this episode of M365.FM, we explore why traditional data entry is rapidly disappearing and how AI agents are transforming business applications. Instead of asking employees to manually enter information into forms and systems, organizations are moving…

From Raw Data to Real Business Impact

2026-08-07 · Video on YouTube

Power BI projects often struggle not because of the visuals but because of weak data quality, modeling and performance foundations. In this interview, Fabric Super User and Senior Power BI Developer Thummalacherla Krishnakanth shares practical guidance for…

Bad Machine Data

2026-10-26

Learn how to fix bad machine data, missing values, timestamps, and data quality issues before they reach Power BI dashboards in manufacturing. Dashboards are only as good as the machine data feeding them. In this episode of the iFAKT series, we cover common…

Fix Microsoft 365 Copilot Data Quality and Leak Risks

2025-11-03 · Video on YouTube

This episode goes straight into the uncomfortable truth behind Microsoft Copilot: the same AI that accelerates your workflows can also expose your most sensitive data if you don’t govern it correctly. We unpack how Copilot for Microsoft 365 pulls information…

Why Enterprise AI and Copilot Pilots Fail to Scale

2026-03-31 · Video on YouTube

A solution works perfectly in a pilot. It saves time. Improves visibility. Reduces friction. Then it scales… and starts breaking. In this episode, Mirko Peters explains why success in one team often turns into fragmentation at enterprise level—and why...

Microsoft 365 Copilot Adoption with Chris Hinch…

2026-06-30 · Video on YouTube

Microsoft 365 Copilot has generated enormous excitement, but successful adoption requires much more than assigning licenses. In this episode, Microsoft’s Chris Hinch shares practical lessons from real-world Copilot deployments, explaining why organizations…

Agentic Operating Model for Enterprise AI and Copilot

2026-06-29 · Video on YouTube

Artificial Intelligence is entering a new phase. The real opportunity is no longer deploying a single Copilot—it is transforming how organizations operate through an Agentic Operating Model. In this episode of the M365.fm Podcast, we explore why the future of…

Grounding Microsoft Copilot for Trusted Enterprise AI

2026-05-28 · Video on YouTube

In this episode of M365.fm, Mirko Peters explores why successful enterprise AI adoption starts long before deploying Microsoft Copilot. The core message is that AI is only as effective as the foundation it is built on. Organizations often expect Copilot to…

Fix Common Azure AI Foundry Project Failures

2025-11-03 · Video on YouTube

In this episode we walk through what really happens when Azure AI Foundry doesn’t behave the way you expect, especially when the Agent Service or deployments start acting up. Azure AI Foundry is supposed to feel smooth, almost invisible, tying together OpenAI…

2025-11-03 – Fix Common Azure AI Foundry Project Failures2025-11-03 – Fix Microsoft 365 Copilot Data Quality and Leak Risks2025-11-04 – Make Power BI Dashboards Drive Better Decisions2026-03-31 – Why Enterprise AI and Copilot Pilots Fail to Scale2026-05-27 – The Future of Work with Fabio Bonolo [MVP]2026-05-28 – Grounding Microsoft Copilot for Trusted Enterprise AI2026-06-27 – AI Agents and the End of Manual Data Entry2026-06-29 – Agentic Operating Model for Enterprise AI and Copilot2026-06-30 – Microsoft 365 Copilot Adoption with Chris Hinch…2026-08-07 – From Raw Data to Real Business Impact2026-08-15 – Microsoft Purview Data Map - Simply Explained2026-10-26 – Bad Machine Data2025-112026-10
Timeline of episodes about Data quality

Articles about Data quality (20)

Frequently asked questions

How should Power BI success be measured?

The show notes suggest clear measures such as user satisfaction, data quality and business value. Goals should be aligned with the business from the start, not added after the dashboards are built. · From the episode: Make Power BI Dashboards Drive Better Decisions

How can you keep a Power BI project on track?

Involve stakeholders early and often, maintain data quality with rules and checks and keep improving over time. This also closes the gap between technical teams and business users. · From the episode: Make Power BI Dashboards Drive Better Decisions

What data quality problems affect machine data?

Common problems are missing values, inconsistent naming, timestamps and units. They are best fixed before the data reaches Power BI, by building data quality checks into the pipeline. · From the episode: Bad Machine Data

How do you fix data quality before it reaches Power BI?

Build data quality checks into the pipeline so that problems are caught earlier, before the numbers reach Power BI. Typical problems are missing values, naming, timestamps and units. Power BI can calculate the right answer from the wrong events, so checks must come first. · From the episode: Bad Machine Data

Why does data quality matter for Copilot?

Weak or messy data produces unreliable answers and erodes trust. The notes cite a Gartner prediction that 30 percent of generative AI projects would be abandoned by 2025 because of data quality issues. · From the episode: Fix Microsoft 365 Copilot Data Quality and…

Glossary

Community wiki

Short info above, community knowledge below: add practical tips, examples or corrections. New contributions are reviewed first; trusted members publish directly.

Experts and companies for this topic

Nobody has listed this topic yet. Add it to your profile.

Sources

Maintained by Mirko Peters (Microsoft MVP) · Last updated: