Technology

The AI-Native Architecture Behind Synapcores

AI-Native Architecture

Unlike traditional databases that bolt on AI capabilities, Synapcores embeds intelligence at the core. Every component is designed for AI workloads.

Zero-Copy AI Operations

Models operate directly on stored data, eliminating serialization overhead for 10-100x performance improvement.

Query Optimizer with AI Awareness

Understands and optimizes embedding operations, vector similarity searches, and ML operations.

Native Model Management

In-database model storage, version control, A/B testing framework, and automatic retraining pipelines.

Performance Engineering

Synapcores is engineered for speed through every layer of its design.

Rust-Powered Core

Memory safety without garbage collection for predictable, stable performance.

Optimized Storage Formats

Columnar and vector-optimized layouts with compression-aware processing.

Parallel Processing

Leverages SIMD, GPU acceleration, and multi-core execution for maximum speed.

Scalability Architecture

From a single laptop to a distributed data center, Synapcores scales with your needs.

Horizontal Scaling

Automatic data sharding and distributed query processing with zero-downtime scaling.

Resource Management

Adaptive memory allocation, CPU/GPU workload routing, and automatic index management.

Security & Compliance

Enterprise-grade protection is built into the core of the platform.

Data Security

Encryption at rest and in transit, row-level security, and AI model access controls.

Privacy Features

Differential privacy, data anonymization functions, and GDPR compliance features.