SME Automation / Applied Research
Research into practical automation for small businesses, grounded in existing operational workflows.
The small-business automation work begins with the workflows already visible in the systems portfolio: stock, orders, customer communication, documents, reconciliation and reporting. It asks where assistance would remove repetitive work and where a person still needs a clear decision or verification step.
The archive records research and product thinking rather than a universal autonomous-business product. Useful prototypes should be small enough to assess against a real task and honest enough to reveal errors. This direction connects Mazao, Ground Control and the internal creator workspace without turning every automation idea into an announced finished feature.