Decision and workflow map
The job, actors, hand-offs, failure points and exact outcome the proposed AI use case should improve.
KAF World Consulting
A focused diagnostic for B2B revenue leaders deciding where AI can help, whether the operating conditions are trustworthy and what should happen next.
The problem we solve
The diagnostic replaces vague enthusiasm with evidence about the workflow, data, permissions, human control, commercial value and ownership required to proceed safely.
The job, actors, hand-offs, failure points and exact outcome the proposed AI use case should improve.
The information, system access, data quality, permissions and measurement needed for a trustworthy result.
Who reviews, corrects, escalates and remains accountable when the output is incomplete or wrong.
A concise Go, Fix or Hold recommendation with next actions, dependencies, risks and the evidence behind the decision.
Seven working days
Confirm the commercial question, scope, evidence owners and decision deadline.
Review the workflow, CRM environment, data, access and current controls.
Test assumptions, failure modes, adoption realities and the value case.
Deliver the recommendation and work through the evidence with leadership.
Right-sized by design
This is a focused diagnostic for one revenue function and one CRM environment. It is not a system implementation, procurement exercise, legal opinion or promise that AI should be deployed.
Technology shopping, unbounded strategy work, speculative automation without an owner, or a request to manufacture certainty the evidence does not support.
Read before you buy
Start with the 60-second scorecard or request the 2026 Revenue AI leadership brief. Both are designed to improve the question before money changes hands.
A founding-client execution pilot can be scoped against one measurable use case. It is priced separately and recommended only when the diagnostic evidence supports it.
Start an enquiry
Tell us what needs to become clearer. We will reply within one working day and, if there is a credible fit, arrange a 20-minute call.