FHE is an advanced cryptographic technique that enables computations on encrypted data.
This means that even when data is processed by AI models, databases, or third party cloud services, its confidentiality remains quantum secure.
Run AI models and vector database searches on encrypted queries
A query is encrypted directly in the browser or client application. Lattica never sees or stores plaintext, only ciphertext.
The AI model or database search runs directly on the encrypted query.
The final prediction is decrypted locally.
Search and query encrypted data without exposing sensitive information
Run AI model inference on encrypted data
Turning manually built workflows into reusable platform flows.
Changing encrypted data to match GPU memory layout by treating encrypted data as tensors.
Orchestrating parallel encrypted execution on GPU / TPU / FPGA / ASIC.
Lattica treats encrypted programs as SIMD, compiling them to custom GPU kernels.
FHE enables cloud-scale processing and agility, while maintaining privacy.
Build, deploy and run workloads directly on accelerated hardware.