The AI Era Has a Data Problem: A New Model for Protecting Data Across AI Agents and Copilots

 
By Pete Green
April 9, 2026

Organizations are racing to adopt AI, copilots, and AI agents, but most have no reliable way to see how these systems are using their data or to stop sensitive information from leaking out through new AI-driven workflows. As AI-driven information flows explode across email, SaaS apps, collaboration tools, custom LLM apps, and increasingly autonomous agents, traditional DLP and DSPM tools, built for static rules and predictable channels, simply cannot keep up, leaving security teams effectively flying blind in the face of rising confidentiality, integrity, privacy, and regulatory risk.

What Bonfy Does

Bonfy is an AI data security platform that protects unstructured data everywhere it move, across email, files, SaaS apps, collaboration tools, Copilot, AI agents, and internal AI-enabled systems. The platform unifies real-time visibility, high-accuracy classification, and preventative controls so organizations can safely adopt and scale AI without blind spots, operational friction, or an explosion of disconnected tools. Bonfy’s entity-aware engine understands the people, customers, and consumers behind the data, allowing policies to align with real business relationships and trust boundaries instead of brittle pattern-matching, which dramatically reduces noise and enables safe enforcement.

Under the hood, Bonfy delivers a native AI high-performance architecture designed for real-time, AI-era use cases such as browser extensions, AI-to-AI communication, and custom applications. A multi-channel architecture protects data in motion, at rest, and in use, applying the same contextual intelligence to email, SaaS platforms, collaboration tools, AI systems, and AI agents, so security teams can see and govern content consistently wherever it is created, accessed, or transformed. Organizations can choose fully managed SaaS or bring-your-own-cloud deployments and tap into a broad ecosystem of connectors for Microsoft 365, Google Workspace, Salesforce, HubSpot, Slack, on‑prem and cloud file stores, and more, all orchestrated through one unified control plane.

In practice, Bonfy becomes the content-aware safety layer that sits across both human and AI-driven workflows, continuously inspecting and governing how sensitive data is used. For example, Bonfy automatically classifies and labels unstructured content with fine-grained, entity-aware tags that can be pushed into systems like Microsoft Purview, ensuring only appropriately governed content is indexed by copilots and AI assistants. It then enforces policies in real time (blocking, modifying, quarantining, relabeling, or alerting across channels) while providing investigation workflows, dashboards, and entity risk scores that show which humans, systems, and AI agents are generating the highest data risk and why.

 

Read the full article here: https://www.cyberdefensemagazine.com/innovator-spotlight-bonfy-ai/