System Architecture

Robust
Foundations

Blueprints for building scalable and secure AI applications. We map business requirements to concrete architectural patterns.

Design & Strategy

Planning the system for success by selecting the right models and patterns.

PoC Validation

Validate feasibility and business value before full-scale deployment.

Model Router

Switch providers instantly without code changes using abstraction layers.

Resiliency

Circuit breakers and fallback strategies for 100% uptime.

99.99%

The engine room of RAG. Preparing, cleaning, and indexing proprietary data.

v2.4.0

Step 1

Ingest

Step 2

Clean

Step 3

Chunk

Step 4

Embed

Step 5

Store

Semantic Chunking

We group text by meaning, not just character count, to preserve context.

Hybrid Search

Combining Keyword (BM25) and Vector search for maximum accuracy.