Skip to main content
Engineering Practice

Intelligent Systems & AI

Autonomous AI agents, custom LLMs, and real-time data lakes.

Production-grade AI systems, custom LLMs, retrieval-augmented generation (RAG), high-dimensional vector search, predictive machine learning, and robust streaming ETL pipelines that deliver measurable ROI.

What this practice delivers

Generative AI & custom fine-tuned LLM engineering
Autonomous multi-step reasoning agents and tool-calling systems
Retrieval-Augmented Generation (RAG) with vector databases (pgvector)
Real-time streaming ETL, lakehouses, and unified data warehouses
Computer vision and spatial environmental intelligence
MLOps, model drift monitoring, and AI governance frameworks

How we engage

We begin with a thorough audit of your business workflows and data quality. We build an initial minimal-viable model integration or agent loop, validate deterministic behavior with prompt regression tests, and then scale into production.

Ready to scope an initiative?

Direct conversation with a systems architect. No sales intermediaries.

Complementary practices

Practice · Intelligent Systems & AI

Ready to scope an initiative?

Direct conversation with a systems architect. Share your requirements in Intelligent Systems & AI and we'll outline technical scope within 48 hours.