How To Prepare For A Bounded Pilot On Your Own Historical Data
Early partners start with a bounded pilot on a slice of consented customers, measured against their own baseline. Here is how to prepare in five steps.
In Brief
A bounded pilot measures Morph on a slice of your consented customers against your own baseline before anything goes into production. Preparation means choosing the question, picking a slice of historical data, confirming consent, deciding on deployment, and agreeing on how success will be measured.
Morph partners start small on purpose. A bounded pilot uses a slice of consented customers and measures results against your own baseline, so you can judge the lift before anything changes in production.
Five Steps To Prepare
- Choose the question. Pick one goal that matters now, such as which offer each person is most likely to accept, or whether a discount is needed at all.
- Pick a slice of historical data. A bounded set of consented customers with orders, campaign sends, and responses over several months.
- Confirm consent and notices. Onboarding includes a review of your consent and notice practices, because compliance depends on how data was collected.
- Decide on deployment. Cloud or on premises, depending on your data sharing posture. See how to choose.
- Agree on the success measure. Define the baseline and the metric before the pilot starts, so results are clear either way.
What You Get At The End
A readout that compares individual level predictions with what actually happened, against your own baseline. It shows where budget went to people who were never going to act, which is the segment tax in your own numbers.
Note. Morph is in its early partner phase. Pilot designs are agreed with each partner, and no result is claimed before it is measured.
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