Custom AI systems for enterprise operations.
We build agents, private LLMs, computer vision, and ML models around your workflows, data, tools, and controls.
Everyone is talking about AI. You want to know what it can actually do inside your company and where it can sharpen the workflows you already run. That takes domain experts who understand your industry deeply not a couple of AI engineers hunting for a problem to solve. That’s where we come in.
What we do
Workflow agents
Agents that move through your tools, check their work, and hand off when judgment is needed.
Computer vision
Inspection, video analytics, and edge models for places where speed and privacy matter.
Private LLM systems
Search, retrieval, and assistants built around your documents and access rules.
Governance
Logging, monitoring, and review paths that make AI usable in serious environments.
Industries we serve
We build around the operations of each sector: data quality, workflows, approvals, privacy, infrastructure, and the people who have to use the system.
How we engage
Find the workflows, data gaps, and risks worth solving first.
Ship the smallest real system that proves the case.
Train your team, document the system, and stay close while it settles.
Field notes
Real-Time Fraud Detection: Architecture, Latency, and Regulatory Compliance
Predictive Maintenance for Rotary Assets: A Practical Engineering Blueprint
Implementing Computer Vision for Factory Defect Detection: An Engineering Guide
Start with the workflow. The model comes later.
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