Research-informed examinations of customer intent, AI, information systems, evidence, and decision-making—translated into questions practitioners can use without overstating what the research proves.
The Doctoral Desk™ sits between scholarly inquiry and enterprise practice: not simplifying research into slogans, but translating its questions, evidence, and limitations into decisions worth examining.
Organizations observe searches, clicks, exits, purchases, calls, and repeat visits. Those behaviors matter. But the research question is not whether behavior is useful—it is what kind of claim that behavior can responsibly support.
A Customer Intent Intelligence lens asks where observation ends, interpretation begins, and validation becomes necessary.
CONTINUE THE CII JOURNEY
Follow one Customer Intent Intelligence™ idea from research to interpretation, critique, application, practice, and reflection.
Each Desk Note should make the research question, evidence boundaries, practitioner assumptions, and unresolved questions visible—not disappear them for the sake of a cleaner story.
What are we actually trying to understand?
What does the existing scholarship examine?
What do practitioners often treat as settled?
What does the available research support—and limit?
What changes in how we interpret or decide?
What still deserves investigation?
The Doctoral Desk™ creates a home for research interpretation across customer intent, AI, information systems, evidence, governance, and decision-making.
The Doctoral Desk can translate peer-reviewed work, explore research questions, and examine implications. It should not make an emerging CII concept appear empirically validated when that validation has not occurred.
Turn a practitioner problem into a stronger research question by making the phenomenon, evidence, context, and assumptions explicit.
Customer Intent Intelligence™ becomes stronger when its questions remain open to evidence, challenge, revision, and deeper study. The Doctoral Desk™ is where that discipline becomes visible.