USE CASES
Intelligence with
a clear purpose.
Start with a defined task, a trusted source and an accountable person. These are proposed workflows, not services currently supplied by World CRM AI.
01 / SALES
Prepare with context
A meeting brief can combine account history, open opportunities and unresolved questions.
- Data foundation
- Use only permitted CRM records; link statements to their sources.
- Human control
- A salesperson confirms accuracy and decides what to share.
- Measure the pilot
- Preparation time; corrections per brief; adoption.
02 / SERVICE
Resolve with a clear handover
A service assistant can retrieve an approved answer and flag cases that need a person.
- Data foundation
- Use current knowledge articles and an identifiable policy version.
- Human control
- Escalate complaints, uncertain answers and account changes.
- Measure the pilot
- Resolution quality; escalation rate; customer effort.
03 / MARKETING
Make relevance deliberate
An assistant can organise campaign ideas around declared customer interests.
- Data foundation
- Respect consent, exclusions, retention rules and purpose limits.
- Human control
- Approve audience selection and every outbound message.
- Measure the pilot
- Review time; approved content; opt-out handling.
04 / OPERATIONS
Keep customer records useful
AI can suggest duplicate records or missing information for a data steward.
- Data foundation
- Use a documented matching rule and preserve the source record.
- Human control
- Review merges and retain an audit trail.
- Measure the pilot
- Duplicate rate; correction backlog; match precision.
A simple operating discipline.
01 / ScopePick one repeatable task.
02 / GroundIdentify approved source records.
03 / ReviewAssign a human owner.
04 / MeasureCompare against a baseline.