Lattica is a Fully Homomorphic Encryption (FHE) platform that enables AI models and complex decision logic applications to process encrypted data without exposing raw information. Operating as an FHE-as-a-Service solution, the platform utilizes algorithms such as TFHE and CKKS to allow AI providers to deploy models without accessing user data, while end-users can query those models privately.
The platform architecture includes a management console, API integrations, multi-platform query clients for localized encryption tasks, and a cloud-based FHE Inference Engine. Additionally, Lattica incorporates a Homomorphic Encryption Abstraction Layer (HEAL) designed to optimize memory management and computation dispatch across various hardware accelerators, including GPUs, TPUs, FPGAs, and custom ASICs.
