Suitable when
- The decision pack shows the work is not yet ready for an agent or automation
- A wider portfolio still needs a practical order of work
- Governance inputs are required before a later bounded test
After discovery
Business AI Consulting
A possible outcome after Karnelo AI Workflow Discovery, not a parallel product. Further advisory work may follow if the decision pack shows the organisation needs more clarification before any build.
A possible outcome after discovery
Where Business AI Consulting may fit.
A possible outcome after discovery: further advisory work if the decision pack shows more clarification is needed before any build.
Important boundaries
- This is not Karnelo AI Workflow Discovery, which is the live engagement
- A no-build decision can be the right outcome
- Larger commitments follow only when a bounded test supports them
Human review is part of the design
Make boundaries visible before the workflow runs.
Practical AI needs more than a capable model. It needs clear information, permissions, review points and a safe route for exceptions.
Source evidence
Keep approved information and supporting sources connected to the work.
Permissions
Define which information and tools can be used, by whom and for what purpose.
Exceptions
Route uncertain, incomplete or unusual cases to an accountable person.
Stop conditions
Know when the system should pause, hand over or not proceed.
Start with one workflow
Explore whether Business AI Consulting fits the work.
A focused discovery conversation can clarify the task, evidence, exceptions and review requirements before any build decision.