Applied AI & Emerging Tech
We design AI systems with real-world constraints — from secure LLM APIs to retrieval-augmented generation (RAG), metadata-rich embeddings, and custom pipelines for regulated industries.
RAG Architecture
Hybrid systems that combine vector search with LLMs to deliver high-accuracy, context-aware responses using your proprietary data.
Embedding Pipelines
Custom document chunking, metadata tagging, and long-term memory for domain-specific knowledge bases and regulatory data.
LLM Integration
Secure, scalable API interfaces for internal tools, healthcare dashboards, and partner platforms.
Our work focuses on stability, privacy, and infrastructure — not gimmicks. We implement AI for teams who need clear ROI and clear boundaries.
Coming soon: field notes, architecture diagrams, and engineering patterns from our internal projects.