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- AI-powered customer insights
Put approved customer data behind one sales or service decision.
Match the records the team is allowed to use, calculate the signal for one decision, and send the recommendation to a person before anything changes.
Scope an AI workflow pilot- Best for
- Customer decisions slowed by fragmented data and manual analysis
- Starting point
- One sales, service, or retention decision
- Typical pilot
- 2-4 weeks
- Decision at the end
- Integrate the workflow, revise the signal, narrow the use, or stop
Customer records are matched under the agreed identity and privacy rules. A reviewer sees the signal and recommendation before approving the next step.
Move from approved records to a reviewed action.
Approved customer sources
- Approved account and contact fields
- Approved visits and product events
- Purchases, payments, and returns
- Cases and prior resolutions
Customer evidence
- Bring in only the fields allowed for the decision
- Apply the agreed customer identity rules
- Calculate the signal the owner asked for
Reviewed action
- Show the evidence to a named reviewer
- State the suggested action and supporting signal
- Send accepted work to the operating system
This workflow needs
- A business owner who can name the decision and the action it may trigger
- Approved customer records and rules for matching identities
- Reviewers who can compare the recommendation with the current method
Not a fit: a customer dashboard or prediction model with no decision owner, review point, or action path.
How the engagement runs
Three steps, then a decision.
Define
Name the owner, the current method, the approved records, the review point, and what a useful recommendation must contain.
Connect
Match only the customer records needed for the decision and route the recommendation to its reviewer.
Test
Compare recommendation quality, reviewer effort, use, and follow-through with the current method.
Bring us the customer decision your team keeps making by hand.
We will name the approved records, the reviewer, and the action the recommendation may trigger.