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.
HIST DWDN is an autonomous portfolio-management agent. Every market close, it pulls 251 days of OHLC data for every position, computes each stock’s maximum historical drawdown, derives a trailing stop, cancels stale GTC sell-stop orders at the broker, places the new ones, verifies them, and logs the result — in 21 minutes, with no human in the loop. The strategy: cut losers fast, let winners run.
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.
Max-drawdown-based stop-loss strategy for a 128-symbol equity portfolio. Computes optimal stops from 251 days of OHLC, syncs to Robinhood every market close, and logs portfolio state. Live track record — see the proof.
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.
Autonomous compliance document generator for aerospace contractors and government suppliers. Produces FAR/DFARS, AS9100D, ISO 9001, OSHA, and NASA NPR documents in under 60 seconds with full audit trail.
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.
Automated constituent outreach toolkit for reaching all 482 members of Congress simultaneously via Facebook and Twitter/X. Uses Playwright browser automation with session persistence and rate-limit-aware batching.
Five AI agents — three analysts (Sonnet, Haiku, Mythos), a devil’s advocate, and a chairman (Opus) — debated: “Given the choice between going back to work or launching an agentic AI consultancy, what other options merit consideration?”
THE DECISIVE TEST
Can you name three people who would pay you in the next 30 days?
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.