AI unleashed. Enterprise data protected.
Over 80% of enterprise data is unstructured. The same data organizations are now feeding into AI systems.
With Confidencial's AI Guard, organizations can unlock AI innovation without exposing sensitive data. Confidencial provides a data protection layer that protects sensitive information wherever AI accesses it — across vector databases, copilots, AI workflows, and training datasets.
As AI systems introduce new data layers such as vector databases and AI workspaces, organizations must ensure sensitive information remains protected wherever AI accesses it.
AI needs data, but data needs governance.
Unstructured data contains valuable insights. It also contains sensitive information such as intellectual property, customer data, financial records, and regulated information. As organizations deploy AI copilots, retrieval-augmented generation (RAG), and agent-driven workflows, sensitive enterprise data increasingly flows into AI pipelines that were never designed to enforce data-level security.
When this data flows into AI systems without proper controls, organizations risk:
exposure through RAG pipelines and vector databases
leakage through AI prompts and outputs
regulatory violations and privacy breaches
loss of proprietary information and competitive advantage
Confidencial ensures sensitive information remains protected while enabling organizations to safely use their data for AI.
Our unique approach to securing data in the AI age.
Confidencial automatically discovers sensitive information across cloud and on-prem repositories and applies selective encryption to protect only the sensitive portions of data.
This allows organizations to safely use their data across modern AI workflows, including:
-
retrieval-augmented generation (RAG)
-
AI copilots and assistants
-
vector database knowledge bases
-
machine learning training datasets
Unlike traditional security tools that block access or encrypt entire files, Confidencial protects only the sensitive elements of data while preserving the surrounding context needed for AI.
How Confidencial works:
1. Connect Your Data Sources
Confidencial connects to document repositories and storage systems where unstructured data already lives, enabling organizations to safely use existing knowledge for AI.
2. Scan Data Before AI Ingestion
AI Guard scans documents before they are ingested into vector databases or AI pipelines, automatically detecting sensitive information such as intellectual property, PII, and regulated data.
3. Apply Selective Protection
Sensitive portions of documents are protected using selective encryption or tokenization, ensuring only authorized users or agents can access sensitive information, while the remaining content stays usable for AI indexing, vector databases, and RAG systems.
4. Secure the Vector Database
Embeddings stored in the vector database remain encrypted, preventing sensitive data from being extracted even if the database is compromised.
5. Enable Secure AI Workspaces
Users and AI agents can query protected data through secure AI workspaces, ensuring responses only include information they are authorized to see.
This approach helps mitigate several risks identified in the OWASP Top 10 for LLMs, including sensitive information disclosure and vector database exposure.
The Confidencial advantage:
Maximized Data Utility:
LLMs and AI models can access the necessary data without being exposed to sensitive information.
Format-Preserving Encryption:
Keeps unstructured data in existing formats, allowing AI applications and LLMs to process information efficiently.
Comprehensive Audit Trails:
Detailed activity logs ensure AI governance and compliance with relevant regulations (e.g., GDPR, CCPA, HIPAA).
Data-Blind Architecture:
We can’t see what’s inside your files – your data never leaves your infrastructure.
Seamless Integration:
Confidencial integrates effortlessly with standard applications, cloud storage providers, vaults, and key management systems.
Future-Readiness:
All our products and encryption standards are quantum-ready.
Business Impact
Confidencial AI Guard allows you to retain control over sensitive data even as it moves across systems, workflows, and accessed by agents and users.
Confidencial supports responsible AI adoption and aligns with emerging governance frameworks such as the EU AI Act, ISO 42001, and NIST AI Risk Management Framework.
Safely unlock more data for AI and analytics
Protect intellectual property and regulated information
Accelerate AI adoption without increasing risk
Maintain compliance with evolving AI governance requirements
Not a Prompt Firewall.
A Data Protection Layer for AI.
Many AI security tools focus on runtime guardrails that inspect prompts and block malicious inputs. Confidencial secures the data layer of AI systems, ensuring sensitive information remains protected before, during, and after it is used by AI.
