Ondevtra

We build AI projects that make it to production. ▎ ▎ Ondevtra Technologies is a custom AI development company that designs, builds and deploys ▎ production-grade AI systems for businesses worldwide. We don't ship demos — we ship systems ▎ that work under real load, with real users, on real infrastructure. ▎ ▎ What we build: ▎ ▎ • RAG Pipelines — Turn your documents, manuals, and data into intelligent search and Q&A ▎ systems. Hybrid search (pgvector + BM25 + RRF), chunking strategies, embedding pipelines, ▎ RAGAS evaluation. ▎ ▎ • Agentic AI Systems — LangGraph state-machine agents with tool use, function calling, ▎ guardrails, hallucination detection, and cost-optimized model routing. ▎ ▎ • Multi-LLM Orchestration — Intelligent routing across OpenAI GPT-4o, AWS Bedrock Claude, and ▎ Google Gemini with semantic caching, token budget management, and automatic fallback. ▎ ▎ • MCP Server Development — Model Context Protocol servers that expose your domain-specific ▎ tools to AI agents. ▎ ▎ • AI Infrastructure — Docker, Terraform IaC, AWS ECS Fargate, RDS PostgreSQL + pgvector, ▎ CloudWatch monitoring, zero-downtime deployment. ▎ ▎ Why clients c