AI flows RFI governance: why your Copilot Studio flows need a human firewall to stop bad data

AI flows RFI governance: why your Copilot Studio flows need a human firewall to stop bad data

AI flows RFI governance: in this episode of M365.fm, Mirko Peters explains why your “smart” Copilot Studio and Power Automate flows don’t fail because of AI—but because they trust whatever half‑baked data humans throw at them. He shows how missing fields, vague free‑text answers, and unchecked assumptions quietly corrupt Dataverse, dashboards, and downstream automations, turning elegant flows into high‑speed error amplifiers instead of reliable systems.

Mirko starts by naming the real problem: governance, not logic. Flows consume form submissions, emails, and chat inputs as if they were facts, when they’re really guesses, typos, and Friday‑afternoon shortcuts. You’ll hear how this “data reliability gap” shows up in practice—facility access approvals with “meeting” as the purpose, visitor records without safety details, and access passes created from incomplete or ambiguous context that auditors later flag as compliance risks. Automation isn’t wrong; it’s just obedient to bad input.

He then introduces the Request for Information (RFI) action as the missing human firewall in AI‑driven flows. RFI pauses an Agent Flow mid‑execution, sends an Outlook actionable message to the right person, and refuses to continue until required fields are reviewed and completed. Unlike a prompt that “thinks” data looks okay, RFI demands confirmation: someone with a name, mailbox, and timestamp must explicitly validate or correct the information before the flow moves forward. That pause is not inefficiency—it’s governance discipline.

The episode walks through concrete scenarios where RFI changes everything. In a visitor access flow, AI validation may detect that safety details are missing; RFI then sends the requester a focused Outlook card asking for exact work type, protective gear, and clearance. The flow waits synchronously, resumes only after a valid response, and logs who signed off, when, and with which values. Mirko shows how first responder wins logic, redundant attempts, and full history together create an auditable trail that security and compliance teams can trust.

Finally, Mirko connects RFI to broader governance frameworks. He explains how RFI checkpoints map to preventive controls in ISO, SOC, and GDPR audits, why they turn “the system did it” into accountable human decisions, and how they prevent silent data failure—bad records slipping in unnoticed. You’ll get a practical mental model: use AI to interpret, RFI to confirm, and flows to execute, so automation becomes both fast and defensible instead of a glossy policy violation engine.

WHAT YOU WILL LEARN
  • Why AI‑driven flows usually fail on dataquality and governance, not on model intelligence.
  • How the Request for Information (RFI) action pauses flows and forces human validation via Outlook cards.
  • How RFI creates synchronous, auditable checkpoints with names, timestamps, and verified inputs.
  • How combining prompts (logic checks) with RFI (accountability) closes the “data reliability gap.”
  • How to position RFI as a preventive compliance control instead of a slowdown in your automation.
THE CORE INSIGHT

Your AI flows don’t need more prompts—they need a brake pedal. Once you treat RFI as a built‑in human firewall, flows stop blindly trusting every form field and start requiring explicit, logged confirmation before doing anything risky, turning automation from fast chaos into governed orchestration.

WHO THIS EPISODE IS FOR

This episode is ideal for Power Automate and Copilot Studio makers, COE teams, security and compliance leaders, and operations owners who rely on workflows for approvals, access, or sensitive updates. It is especially valuable if you’ve seen “smart” flows produce dumb outcomes and need a concrete, human‑in‑the‑loop pattern to make AI automation defensible in audits and real‑world production.

ABOUT THE HOST

Mirko Peters is a Microsoft 365 and Power Platform consultant focused on building governed, scalable automation with Power Automate, Copilot Studio, Dataverse, and Microsoft 365. Through M365.fm, he shares practical governance patterns, RFI‑driven flow designs, and real‑world stories that help organizations keep automation fast while keeping accountability, data integrity, and compliance firmly in place.

Become a supporter of this podcast: https://www.spreaker.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365--6704921/support.

Denne episoden er hentet fra en åpen RSS-feed og er ikke publisert av Podme. Den kan derfor inneholde annonser.

Episoder(814)

From AI Hype to AI Harness Engineering – Building AI That People Can Actually Trust with Alan Buscaglia [MVP] from Gentleman Programming

From AI Hype to AI Harness Engineering – Building AI That People Can Actually Trust with Alan Buscaglia [MVP] from Gentleman Programming

Artificial Intelligence is evolving rapidly, but building AI that organizations can actually trust requires far more than choosing the latest language model. In this episode of the M365.fm podcast, Mi...

20 Jul 0s

Agent-to-Agent (A2A) Communication - Simply Explained

Agent-to-Agent (A2A) Communication - Simply Explained

Welcome to another episode of Knowledge Nuggets with Mirko Peters. In this episode, we're exploring Agent-to-Agent (A2A) Communication, the open protocol that allows AI agents to discover one another,...

20 Jul 18min

Microsoft Entra External ID - Simply Explained

Microsoft Entra External ID - Simply Explained

Welcome to another episode of Knowledge Nuggets with Mirko Peters. In this episode, we're exploring Microsoft Entra External ID, Microsoft's modern Customer Identity and Access Management (CIAM) platf...

20 Jul 14min

Microsoft Graph Connectors - Simply Explained

Microsoft Graph Connectors - Simply Explained

Welcome to another episode of Knowledge Nuggets with Mirko Peters. In this episode, we're exploring Microsoft Graph Connectors, now increasingly referred to as Microsoft Copilot Connectors. While Micr...

20 Jul 15min

Azure Advisor - Simply Explained

Azure Advisor - Simply Explained

Welcome to another episode of Knowledge Nuggets with Mirko Peters. In this episode, we're exploring Azure Advisor, Microsoft's free optimization service that continuously analyzes your Azure environme...

20 Jul 15min

Azure Cost Management - Simply Explained

Azure Cost Management - Simply Explained

Welcome to another episode of Knowledge Nuggets with Mirko Peters. In this episode, we're exploring Azure Cost Management, Microsoft's built-in solution for monitoring, analyzing, controlling, and opt...

20 Jul 18min

Azure Automation - Simply Explained

Azure Automation - Simply Explained

Welcome to another episode of Knowledge Nuggets with Mirko Peters. In this episode, we're exploring Azure Automation, Microsoft's cloud service for automating repetitive IT tasks across Azure and hybr...

20 Jul 15min

Azure Managed Disks - Simply Explained

Azure Managed Disks - Simply Explained

Welcome to another episode of Knowledge Nuggets with Mirko Peters. In this episode, we're exploring Azure Managed Disks, the storage technology that powers every Azure Virtual Machine. While many peop...

20 Jul 15min

Populært innen Politikk og nyheter

giver-og-gjengen-vg
aftenpodden
aftenpodden-usa
fotballpodden-2
forklart
stopp-verden
popradet
rss-gukild-johaug
det-store-bildet
hanna-de-heldige
aftenbla-bla
rss-ness
dine-penger-pengeradet
nokon-ma-ga
bt-dokumentar-2
unitedno
e24-podden
lydartikler-fra-aftenposten
oppdatert
rss-borsmorgen-okonominyhetene