aiqbench analysis

Vast Data's new DataEnclave service leverages trusted execution environments to enable secure inference of proprietary AI models on sensitive enterprise data without exposing either the weights or the inputs. By encrypting memory across CPUs and GPUs while maintaining control over cryptographic keys, this solution directly addresses critical IP protection concerns for financial and healthcare sectors deploying advanced machine learning workloads. This development represents a significant step forward in making confidential computing a practical standard for high-stakes AI applications where data privacy is non-negotiable.