Скачать или смотреть AI Hallucinations: Stop Policy Risks NOW with 4 Steps 🚨

You’ll learn how to stop AI hallucinations from creating policy risks by using a step-by-step approach to build a multi-agent architecture in Microsoft 365, Power Platform, and Azure — directly inside the Microsoft cloud — in this episode.

Who this episode is for:
• You want practical strategies you can apply instantly
• You want real execution — not theory
• You want to unlock Microsoft 365, Power Platform, and Azure for real business outcomes

Scenario:
AI hallucinations threaten decision-making by inventing evidence, leaking sensitive data, and causing audit failures.

Step-by-step – what you will learn:
• How to break the hallucination pattern with role separation
• How to design a multi-agent system with retrieval, verification, and compliance roles
• How to enforce chain-of-custody logging for audit-ready operations
• How to integrate Microsoft tools to strengthen security, accuracy, and data governance

Tools + tech included:
• Microsoft 365 / SharePoint / Teams / Azure API Management
• Llama Index for smarter data ingestion
• Hybrid search and cross-encoder reranking
• Power Automate for human approvals in critical workflows

Practical payoff:
• Eliminate unverifiable AI outputs
• Reduce risks of sensitive data leakage
• Deliver audit-proof insights for faster, safer decisions

Open topical anchors:
automation strategy • AI integration • digital operations • cloud-first transformation • Microsoft ecosystem advantage

Example business cases listeners can apply immediately:
• How to prevent AI from leaking sensitive SharePoint data
• Streamline audit trails for regulatory compliance with Azure API Management
• Use multi-agent orchestration to reduce operational risks in contract approvals

Outcome statement:
By the end of this episode — you’ll be able to design and deploy a secure multi-agent architecture to stop AI hallucinations, enforce policy, and protect your workflows.

Call-to-action:
Start building your skills today and transform your workflows with Microsoft 365!

#riskmanagement #complianceaudit #auditcompliance #tokenmanagement #datasecurity

CHAPTERS:
00:00 - Intro
00:39 - Case File 1: Hallucination Pattern
05:54 - Case File 2: Security Leakage
11:10 - Case File 3: RAG Drift
16:34 - Case File 4: Audit Failures
18:29 - Multi-Agent Reference Architecture
21:02 - Compliance Agent
21:40 - Districts and Patrols
26:55 - Threat Model
29:50 - Build Steps
32:59 - Citations
35:12 - Importance of Evidence
35:24 - Next Steps
35:35 - Watch Next Video

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