Problem
Poor Problem Framing
Teams jump to solutions before defining the decision, scope, constraints, trade-offs, or success criteria.
Misunderstanding Analytics
Analytics gets asked to answer a question the business has not actually clarified and solutioning is rushed.
Hidden Capability Gaps
Teams discover too late that they lack the data, skills, stakeholder alignment, or readiness to execute.
what usually happens
[01]
Question is vague
The question sounds specific, but the assumptions underneath are still unclear.
[02]
Framing gets skipped
Goals, constraints, risks, stakeholders and success criteria stay implied.
[03]
Analytics fills the gap
Data teams are forced to translate strategy and guess what leadership actually needs.
[04]
Execution starts too early
The team builds against an unclear decision, creating confusion and scope creep.
frame the decision before you build