Turn complex industrial data into actionable insights

Built for manufacturing

Isometric view of a modern manufacturing facility with industrial equipment, vehicles, and workers

Factories Deserve Better

Manufacturing runs the world, but the tools don't match the job. We're building the infrastructure that makes AI useful in factories.

Illustration showing the transformation of chaotic manufacturing data through a context engine into valuable business outcomes

16/09/25

The False Promise of AI in Manufacturing

Why AI tools like ChatGPT fail in manufacturing contexts and what it takes to build AI systems that actually work in complex industrial environments.

Factories Deserve Better

Industry Insights

What We Do

Make factory data make sense

Solve real-world industrial challenges with Anvil

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Identify root causes

Anvil analyzes equipment sensor data, maintenance logs, and operational parameters to identify the underlying causes of failures, enabling targeted interventions and preventing recurring issues.

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Multi-system failure

Identify complex failure patterns across interconnected systems, revealing how issues in one area cascade through operations to provide comprehensive root cause understanding.

How we do it

Building the foundations of your knowledge

From data to context to action

Anvil seamlessly connects to all your hardware and software systems, eliminating data silos and manual processes. Connect once, and Mithryl handles the rest.

✓Connects to ERP, MES, QMS, and IoT devices

✓Supports structured and unstructured data

✓Real-time data synchronization

Data Integration

FAQ

What types of industrial data can Anvil integrate?

Anvil seamlessly integrates with ERP systems (SAP, Oracle, Microsoft Dynamics), CRM platforms, manufacturing execution systems (MES), IoT sensors, legacy databases, and custom applications. We support both real-time and batch data processing across manufacturing, supply chain, energy, and other industrial sectors.