CSI Automation builds agentic AI systems that run unattended — on shop floors, in compliance pipelines, and on real-money portfolios. The kind of AI that ships, not the kind that demos.
We integrate autonomous AI into industrial, regulatory, and financial environments where most AI vendors won’t go — on top of the hardware and systems you already run.
Our deployment pipeline is engineered for rapid integration with zero disruption to your existing hardware infrastructure.
Agents connect directly to your existing PLCs, sheets, brokers, and APIs — Modbus TCP, OPC-UA, EtherNet/IP. No rip-and-replace.
Autonomous multi-agent pipelines are initialized to monitor, classify, and escalate complex operational, regulatory, and financial events.
Systems run unattended, using self-tuning algorithms to optimize factory operations, compliance, and portfolios — 24/7, no human in the loop.
Every project below was built for a real use case. Free to download, fork, and deploy.
AI shift supervisor for small manufacturers. Monitors PLCs via Modbus TCP and OPC-UA, classifies machine state with Claude Haiku, escalates faults via Telegram, self-tunes alarm thresholds, and generates end-of-shift reports.
Self-tuning Bitcoin mining monitor and pool optimizer for BitAxe hardware. Tracks hashrate, temperature, and power efficiency. Auto-switches pools based on mempool fee conditions. Sends Telegram alerts on faults.
Five agents across four frontier models pressure-test one hard call — three independent analysts, a devil’s advocate that hunts the groupthink, and an Opus chairman that returns a single auditable verdict. Build-vs-buy, vendor selection, capital spend — the calls that cost money to get wrong.
We run unattended systems on real shop floors and real money. We engineer for safety, oversight, and accountability first.
AI that ships and operates — integrated with your existing hardware — not demos that never leave the lab.
Live, logged track records and audit-ready trails. You see exactly what the agents did, and why.
Deterministic guardrails, trailing stops, and self-tuning thresholds — autonomy with discipline.
We work with manufacturers, aerospace contractors, and government suppliers. If you have a shop floor, a contract, or a compliance problem — we have a solution.