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Daphna Wegner

Daphna Wegner

Daphna is the Founder of MagicMirror Security, an AI workspace security startup that gives enterprise employees full use of AI tools without exposing sensitive data. She is a seasoned tech entrepreneur with over a decade of experience building machine learning into every product and team she has led.

Before founding MagicMirror, Daphna served as CTO of a company that used machine learning to detect water leaks, and held senior engineering and product leadership roles across multiple SaaS companies, applying ML to solve hard technical problems in every role along the way. Her background spans deep technical execution and strategic leadership.

Daphna holds a master's degree in computer science from the University of Pennsylvania.

AI Audit Checklist: How to Audit AI Systems in Enterprises
News

When the Agents Went Rogue

September 11, 2026
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises

Locked-Down Environment Fail in One Search

September 4, 2026
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Security

Nobody Pasted That Token in by Mistake

September 4, 2026
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Risk Management

SR 11-7 Model Risk Management: What Organizations Must Know

March 5, 2026
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Risk Management

OCC Model Risk Management Expectations for Modern Organizations

February 27, 2026
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Strategy

AI Governance Policies to Meet Global AI Compliances

February 22, 2026
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Risk Management

Shadow AI Strategy: Turning Hidden AI Into Strategic Insight

February 12, 2026
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Strategy

Why AI Data Governance Is Now Critical for Enterprises

February 6, 2026
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Strategy

How AI Enablement Drives Safe and Scalable GenAI Adoption

February 3, 2026
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Strategy

How AI Committees Turn Usage Data Into Governance Policy

January 28, 2026
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Risk Management

How to Run a GenAI Risk Assessment Without Slowing Your Teams Down

January 27, 2026
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Risk Management

AI Risk Assessment - Strategies, Frameworks & Tools

January 23, 2026
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Risk Management

Why Most AI Governance Platforms Fail and What to Do About It

December 19, 2025
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Strategy

Why AI Committees Fail Without Real Usage Visibility

December 19, 2025
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Risk Management

Invisible AI Agents: Why Observability Comes Before Access Control

November 27, 2025
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Strategy

AI Transparency Framework: Complete Guide

November 26, 2025
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Strategy

Hidden AI Governance Errors Every Enterprise Faces

November 3, 2025
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Strategy

Your AI Strategy Starts with Visibility into AI Usage

August 26, 2025
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Risk Management

GenAI Adoption Gaps & Governance Risks

June 23, 2025
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Risk Management

MagicMirror Now Supports ChatGPT Identity and User Messaging

April 30, 2025
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises

How to Craft a GenAI Policy That Works

February 20, 2025
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises

Why You Need a GenAI Policy in 2025

February 10, 2025
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Risk Management

The DeepSeek Breach Proves AI Security Can’t Be an Afterthought

January 31, 2025
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Security

The New Meaning of PII: What Orgs Need to Rethink

November 11, 2024
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Risk Management

What Does Red Teaming Mean for AI Security

November 10, 2024
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Risk Management

Preventing Sensitive Data Leaks in LLMs

November 2, 2024
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Security

How Demographics Expose Personal Identity

November 2, 2024
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2 min read
AI Audit Checklist: How to Audit AI Systems in Enterprises
AI Security

Hackers Can Read Encrypted AI Assistant Chats

November 2, 2024
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2 min read

Latest articles by

Daphna Wegner

AI Audit Checklist: How to Audit AI Systems in Enterprises

Locked-Down Environment Fail in One Search

September 4, 2026
|
10 min read

Govern AI where it's used, not after the damage is done.

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See how MagicMirror protects every AI interaction across your organization.

Or talk to our AI security experts → sales@magicmirrorsecurity.com