Confidential Core AI provides a safety platform that encrypts data for AI inference and cryptographically attests each operation, using hardware‑rooted trusted execution environments. The solution adds a guardrail suite that monitors model behavior and blocks rogue outputs, and can be deployed on cloud, on‑premise, or hybrid environments with customer‑controlled encryption keys.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprise AI inference often processes sensitive data in clear text, exposing it to regulatory breaches, intellectual property loss, and malicious manipulation. Additionally, autonomous AI agents can produce unintended or harmful outputs, creating safety and governance gaps that traditional security tools do not cover.
Solution
Confidential Core AI delivers a verifiable safety platform that encrypts all data entering and leaving AI inference workloads and cryptographically attests each operation. The solution integrates hardware‑based trusted execution environments with an “Agentic AI” guardrail suite that monitors model behavior and blocks rogue outputs. Its modular software can be installed in cloud, on‑premise, or hybrid infrastructures, allowing organizations to retain full control over encryption keys and operational costs. By providing end‑to‑end confidentiality and real‑time AI governance, the platform enables enterprises to run high‑value AI models on sensitive data without compromising security or compliance.
Target Audience
Primary customers are large enterprises and regulated industries that run AI models on confidential data, such as financial services, healthcare, and government agencies, as well as AI platform providers needing built‑in safety controls.
Features
- Hardware‑rooted trusted execution environment that encrypts inputs and outputs during inference
- Cryptographic attestation of every inference transaction to verify confidentiality and integrity
- Guardian AI suite with configurable guardrails that detect and prevent malicious attacks and unintended model behavior
- Modular deployment package compatible with public cloud, private data centers, and hybrid setups
- Centralized policy engine for enterprise governance, allowing custom rules for data handling and agent actions
- Seamless key management integration giving customers sole ownership of encryption keys