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MetalHatsCats

Production & Research Lab

Applied
Systems Lab

We design and build tools, workflow concepts, and digital systems for complex work — from enterprise operations to focused side projects.

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Open to collaborations around early products & prototypes. Get in touch

INPUT

Signals

CORE

Applied
Logic

OUTPUT

Operational
Systems

For Search & Humans

We build software for developers, operators, and teams that need systems to survive contact with reality.

MetalHatsCats works at the layer where workflow design, software delivery, and operational constraints meet. We are developers. We care about architecture, rollout risk, and whether a system is actually usable by the team running it next week.

What We Ship

Agentic systems and workflow copilots

Internal Tools, Agentic Systems

Enterprise automation

SAP-Heavy Operations

Knowledge graphs, datasets, and AI-readable site infrastructure

Metadata-Driven Workflows

Internal tools and decision support layers

Compact product experiments