Suitable when
- Repeatable processes with dependable rules
- Information that moves between agreed systems
- Routine checks and notifications with clear exceptions
After discovery
A possible outcome after Karnelo AI Workflow Discovery, not a standalone product. Use dependable rules and system connections where the process is repeatable and judgement is not the central requirement.
A possible outcome after discovery
A possible outcome after discovery: stable rules and system connections that reduce re-keying, delays and avoidable hand-off effort.
Human review is part of the design
Practical AI needs more than a capable model. It needs clear information, permissions, review points and a safe route for exceptions.
Keep approved information and supporting sources connected to the work.
Define which information and tools can be used, by whom and for what purpose.
Route uncertain, incomplete or unusual cases to an accountable person.
Know when the system should pause, hand over or not proceed.
Start with one workflow
A focused discovery conversation can clarify the task, evidence, exceptions and review requirements before any build decision.