NIST-Aligned AIFor Smart Manufacturing.
Manufacturing is being transformed by AI — from predictive maintenance to smart assembly. But 43% of manufacturers adopted too fast without governance. We help you implement AI with NIST framework alignment so you scale with confidence, not chaos.
The Governance Gap
AI Without NIST Alignment Creates Operational Risk
Premature AI Adoption
43% of manufacturing organizations adopted AI too quickly and are now facing challenges scaling it back or governing it properly. Speed without structure creates liability.
OT/IT Convergence Risk
As AI bridges operational technology and IT systems, attack surfaces expand. A compromised AI model in production can halt entire manufacturing lines.
Supply Chain AI Governance
AI-driven supply chain decisions affect safety, quality, and delivery. Without NIST-aligned governance, errors cascade through the entire value chain.
Quality & Safety Compliance
AI in quality control and predictive maintenance must meet industry safety standards. Unverified AI decisions can lead to product recalls and liability.
Governed AI Opportunities
Where NIST-Aligned AI Transforms Manufacturing
Predictive Maintenance
50% less downtimeAI analyzes sensor data to predict equipment failures before they occur, reducing unplanned downtime by up to 50% and extending asset life.
Demand Forecasting
30% better accuracyAI uses historical data to predict future inventory and production needs accurately, reducing overstock waste and stockout losses.
Quality Inspection
99.9% accuracyComputer vision AI inspects products at line speed with 99.9% accuracy, catching defects human inspectors miss while maintaining full traceability.
Smart Assembly & Robotics
40% more throughputAI enables robots to adapt to complex assembly tasks, handling variations without reprogramming — increasing throughput while reducing errors.
The Arcana Approach
Structured AI Governance for Manufacturing
OT/IT AI Inventory
We map all AI systems across your operational and information technology environments, identifying ungoverned deployments and shadow AI.
NIST AI RMF Alignment
We assess your AI systems against the NIST AI Risk Management Framework — Govern, Map, Measure, Manage — identifying gaps and priorities.
Governance Implementation
We implement AI governance policies, monitoring systems, and validation frameworks that ensure safety, reliability, and compliance.
Continuous Improvement
We establish ongoing monitoring, model performance tracking, and governance reviews to maintain compliance as your AI capabilities evolve.