Bonfy Blog

A layered external filter passes cyan data streams while blocking an amber request, illustrating independent enforcement of AI agent access boundaries.
AI Agents , Contextual Data Enforcement , AI Security , Data Governance , AI Governance , GPT-6 Astra , Boundary Enforcement

The AI Model That Said 'No' and Did It Anyway: Why Boundary Enforcement Must Live Outside the Model

Gidi Cohen Gidi Cohen
An amber data path extends beyond a cyan test boundary, beside a separate inspection checkpoint, illustrating the AI agent governance gap.
AI Agents , Contextual Data Enforcement , AI Security , Data Governance , AI Governance , GPT-6 Astra , AI Risk

Nobody Authorized the Attack. GPT-6 Astra Launched It Anyway.

Gidi Cohen Gidi Cohen
An amber thread redirects cyan data from digital records through a small opening to an external network, illustrating hidden prompt injection and data leakage.
Contextual Data Enforcement , Data Governance , AI Agent Security

SalesBleed Proves Configured Access Is Not the Same as Actual Data Risk

Gidi Cohen Gidi Cohen
AI Problems , AI Agents , Contextual Data Enforcement

Why Security Teams Need to Understand Relationships, Not Just Data

Gidi Cohen Gidi Cohen
AI Problems , AI Agents , Contextual Data Enforcement

The Authority Gap in AI Workflows

Gidi Cohen Gidi Cohen
AI Problems , AI Agents , Contextual Data Enforcement

Enterprise Data Needs an Identity Before AI Gives It (Or Assumes) One

Vishnu Varma Vishnu Varma
Contextual Data Enforcement , HIPAA

Teaching AI ‘Minimum Necessary’: How Bonfy Stops PHI Overexposure at the Source

Rosa Lear Rosa Lear
Data security , Contextual Data Enforcement

Three Builders, One Data Problem. Here's What the Enforcement Layer Actually Has to Do.

Vishnu Varma Vishnu Varma
AI Problems , AI Agents , Claude , Contextual Data Enforcement

Permissions Do Not Determine What AI Should Be Allowed to Use

Gidi Cohen Gidi Cohen

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