AI and Smart Systems
LLM-based features, RAG, and AI integrations.
- AI-powered product builders
- Data processing intensive companies
// TECHNICAL FLOW
Request flow: from client to model output
ClientWeb / Mobile
AI GatewayToken & Auth
Model RouterFailover & Routing
RAG / Toolspgvector
Structured OutputJSON Schema
Overview
Overview
We add LLM-based features, document search systems, multi-model routing, and human-approved smart workflows to existing or new digital products.
Problems Solved
- Adding controlled AI features into the product
- Managing multiple model providers behind a single API
- Performing semantic search on company documents
- Extracting structured data from unstructured text
Key Capabilities
- OpenAI-compatible gateway
- RAG and document indexing
- Structured output and JSON schema
- Agent-based task workflows
Where We Applied This
Multi-provider LLM Gateway
Internal SystemRouting, failover and cost tracking across several model providers.
TypeScript / SSE / pgvector
AI Features in Kozmira and CV Maker AI
LiveIn-app content and response generation with AI, using structured output.
Structured Output
Have a project that needs AI and Smart Systems?
Let's go through the architecture, the scope and a realistic timeline together.