Why your next competitive advantage may sit between your systems.
A Domani perspective on work that rarely appears in the organisation chart: searching, transferring, asking and reminding.
The invisible work
Moving an enquiry from an inbox to a CRM involves more than transferring data. Someone interprets it, finds context and decides who should act. When this coordination is not represented in the workflow, it remains dependent on individuals. The company may have digital tools without a coherent operating process.
Not every problem is an AI problem
A clear status change can be handled with a fixed rule. An incomplete message may require interpretation and clarification. Our recommendation is to capture these differences explicitly. Architecture should follow the work, not a desire to use as many models as possible.
The smallest useful unit
We start with a bounded task. Its input should be identifiable, its completion verifiable and its ownership clear. This prevents a pilot from quietly becoming a complete organisational rebuild. It also makes comparison possible: what remains with people, where does rework fall and what new oversight is needed?
A useful first test
Choose a recurring workflow that currently requires manual handoffs. Document real examples, including difficult ones. Let the system prepare rather than decide at first. Then assess the whole task, not just the quality of a single answer.
This article describes the Domani approach. It is not a performance study, an outcome guarantee or individual legal advice.