Research

Kirin Solutions analyzes emerging trends across networking infrastructure, telecommunications technology, and AI-driven systems.

The AI Operating Envelope Framework

A practical, six-phase framework for defining reasonable AI behaviour, implementing enforceable controls, validating assumptions, monitoring production drift, applying graduated intervention, and recovering safely.

Research Areas

  • AI-driven networking
  • Network automation platforms
  • Infrastructure observability
  • Telecommunications infrastructure evolution
  • Infrastructure software markets

Publications