Kontai.io
  • Systems
  • Signals
  • Experiments

Systems

  • Security Intelligence — Understanding a security environment as a single, observable system.
  • Research Intelligence — Mapping a research ecosystem so its structure and activity become legible.
  • Museum Intelligence — Seeing a museum as a living system of visitors, spaces and collections.
  • City Intelligence — Understanding a city as an interconnected system of systems.

Signals

  • Dashboards Are Not Enough — Why showing more data does not produce more understanding.
  • Simulation as Decision Support — Using simulation to reason about systems before acting on them.
  • Shared Understanding Is a Competitive Advantage — When teams see the same system the same way, decisions get faster.

Experiments

  • TWINTYPE Runtime — The engine that turns system models into live, explorable representations.
  • AI Agent Workflows — Exploring how AI agents assist in observing and reasoning about systems.
  • Realtime Visualization Lab — A sandbox for live, interactive visualizations of system state.