METHODOLOGY

How Monokromatik uses AI

AI helps us discover, structure and interrogate signals. Editorial accountability remains human.

Discovery and organisation

AI can monitor approved sources, classify stories, detect duplication, extract metadata and support search across approved intelligence records.

Dual-provider resilience

Monokromatik is designed for Claude and OpenAI to operate through a shared routing layer. When a Claude task fails operationally, OpenAI is attempted automatically, subject to the same quality and governance checks.

What remains human

AI does not independently approve sensitive brand analysis, disputed claims, commercial-performance conclusions, rights decisions or premium intelligence publication.

Learning responsibly

The system improves through verified source outcomes, editorial feedback, model performance and reader behaviour, without autonomously rewriting its core standards or production code.