Confidencial.iohttps://www.confidencial.io/

The Problem: The AI Visibility Gap

In the modern Am Law environment, the "perimeter" has moved. While Document Management Systems (DMS) enforce strict ethical walls at rest, those protections evaporate the moment data is moved into AI environments to summarize depositions or sort case case notes. This "visibility gap" exposes privileged text to third-party LLMs and permanent embeddings, creating massive regulatory and brand liability.

The Solution: National Security-Grade Data Governance

Originally engineered for national security-grade data sharing under DARPA and incubated at SRI, Confidencial shifts protection from the repository to the data itself. Our platform treats AI models as auditable users with specific access boundaries, ensuring that ethical walls are enforced at the data layer—satisfying the most stringent "Never Trust, Always Verify" mandates.

How it Works: The Scalpel, Not the Sledgehammer

Unlike legacy tools that break workflows, Confidencial uses patented selective encryption to automatically protect specific elements within a document (e.g., financial terms or PII) without breaking the file’s native format, usability, or searchability. This allows firms to:

• Secure AI Adoption: Use generative tools without sensitive text entering training logs or vector databases.
• Scale Knowledge Reuse: Build secure precedent libraries and automate document scrubbing, reducing the manual burden on KM teams.
• Maintain Persistent Control: Retain the ability to revoke access to work product even after it leaves the firm’s environment, providing a friction-free alternative to traditional VDRs.

Proven at Scale

Deployed at an Am Law 10 firm and one of the world’s largest pharmaceutical companies, Confidencial has scanned hundreds of terabytes of data, identifying and shielding millions of dollars in potential liability. We provide the architecture of trust for the next generation of legal technology.