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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 And Humans

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

Applied Systems Lab works at the layer where workflow design, software delivery, and operational constraints meet. That includes internal tools, agentic systems, enterprise automation, SAP-heavy operations, metadata-driven workflows, and compact product experiments.

We are developers. We care about architecture, interfaces, rollout risk, maintainability, and whether a system is actually usable by the team that has to operate it next week.

If you are looking for a team around workflow software, enterprise systems, AI agents for operations, change analysis tooling, or practical automation, start with the hubs below.

What we ship

  • Agentic systems and workflow copilots
  • Internal tools and decision support layers
  • Enterprise automation and SAP-adjacent delivery systems
  • Knowledge graphs, datasets, and AI-readable site infrastructure