🔮⚖️ LLM Council Verdict — April 9, 2026

W2 vs. AI Consultancy? The Council Says Neither — Until You Pass One Test.

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?

  • ✓ Yes → Start fractional/consulting now. Use 40% of time to build reusable IP you own.
  • ✗ No → Take a W2 at an AI-core startup (employee #5-30). Build proof on their payroll. Launch in 6-12 months.

Blind spot caught: Every analyst assumed the person could sell. The devil’s advocate asked the question nobody wanted to ask — and it changed the verdict.

Read Full Report → 5 agents · 251s · Sonnet + Haiku + Mythos + Opus

Factory Automation × AI — Moline, IL

Industrial Intelligence.
Built to Deploy.

CSI Automation builds AI-powered tools for manufacturers, aerospace contractors, and government suppliers — real systems that run on real shop floors and win real contracts.

View Projects Work With Us
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Factory Automation
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Agentic AI Systems
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Regulatory Compliance
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Bitcoin Infrastructure

Open Source Projects

Tools we built. Code you can use.

Every project below was built for a real use case. Free to download, fork, and deploy.

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Factory Automation · AI

ShopFloor Sentinel

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.

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Aerospace · Government · Compliance

ComplianceBot

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.

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Bitcoin Mining · Infrastructure

MineGuard

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.

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Civic Tech · Automation

Congress Blast

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.


What We Do

From PLC to production AI.

We integrate AI into industrial environments where most AI vendors won't go.

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PLC & OT Integration

Modbus TCP, OPC-UA, EtherNet/IP. We connect AI agents to your existing control hardware — no rip-and-replace.

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Compliance Automation

FAR/DFARS, AS9100D, ISO 9001, OSHA. AI-generated audit-ready documents in seconds, not days.

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Agentic AI Systems

Multi-agent pipelines that monitor, classify, escalate, and self-tune — running 24/7 without a human in the loop.

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Industrial Analytics

Real-time dashboards, shift reports, and KPI tracking built on your existing sensor and PLC data.

Get in touch

Let's build something that runs.

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.

Start a Conversation Call 563-529-6488