How It Works
Factory AI Deployment & Operations
From factory pain diagnosis → PoC validation → custom delivery → continuous hosting. We handle the complete lifecycle so you don't need an in-house AI team.
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The last mile from a generic AI Agent to something you can actually use
Generic AI → Last-mile deployment
We specialize in this segment
Generic AI Agents are far from drop-in usable — data is scattered, rules are wrong, ERP/MES integration is missing. We use the combo agent platform to do end-to-end customization for your specific workflow.
We don't force you to bend around a generic tool.
Domain expertise → Reusable assets
Senior-master know-how no longer walks out the door
Convert senior staff judgment, customer preferences, and lessons-learned into system-level Skills and rule libraries. New-hire ramp-up is dramatically shorter; sick days no longer block projects.
Knowledge as an asset is the real moat in manufacturing AI.
Explainable + Sign-off-ready
AI is the assistant; engineers retain authority
Critical decisions (drawing review, quoting, process parameters) must trace back to evidence. Our AI never replaces sign-off — it surfaces issues and recommendations; the human decides.
Black-box AI is a non-starter in manufacturing.
We build → We maintain
Customers don't have to hire an AI team
Go-live is not the finish line. New models migrated transparently, rule library evolves with your business, false-positive rates monitored, 7x24 SLA. AI is no longer a one-shot project that expires the day after delivery.
Hiring an AI team easily costs $1M+/yr. We do it for you.
Deployment Options and Security Compliance
Data Sovereignty
Strict tenant isolation mechanism, ensuring every technical disclosure and drafting record circulates only within authorized scope
Compliance System
Compliant with GDPR, PIPL and other data protection requirements, supporting cloud deployment and enterprise private deployment
Continuous Iteration
Legal knowledge base real-time updates, ensuring system logic always fits the latest examination practices
Ready to deploy AI into your factory?
Start with a free pain-point diagnosis — no commitment, no charge