Define the outcome.
Identify the customer journey, information required, staff responsibilities, data destination and success criteria.
Kosmos AI Development · Process
A controlled route from business process to AI system.
The strongest AI system begins with the workflow, boundaries and data responsibilities—not with a model or a flashy interface.
Approve the boundaries.
Confirm knowledge, questions, rules, integrations, handover points, reporting and what sits outside the package.
Build and test.
Develop the interface, workflows, system prompts, storage, integrations and package-specific dashboard or reports.
Launch and optimise.
Monthly management begins at launch, covering monitoring, approved updates, technical support and ongoing optimisation.
Human control
Automation should know when to stop.
The system can apply approved rules, but important prices, sensitive decisions and uncertain answers should route to a staff member. Human escalation is treated as part of the experience, not a failure.
- Approved knowledge and deterministic rules
- Staff review where judgement is required
- Limited system permissions
- Written communication before usage limits increase