STEP 1
Collect context
Start with the work and the conditions around it.
- Calls and transcripts
- Opportunity outcomes
- Deal stages
- Rep cohorts
- Customer and product context
WINPATTERN METHODOLOGY
From Sales Conversations to Evidence-Linked Skills
How do we know a top-rep behavior is actually meaningful? By comparing relevant situations, testing candidate patterns, preserving evidence, and keeping people responsible for the interpretation.
STEP 2
Compare
Build relevant comparisons rather than celebrating one successful call.
- Top performers and average performers
- Won deals and lost deals
- Similar stages, buyers, and deal types
STEP 3
Identify candidate patterns
Look for observable differences that may be teachable.
- Questioning
- Qualification
- Objection handling
- Business impact
- Decision mapping
- Next-step control
STEP 4
Validate
Test whether a candidate pattern is strong enough to review.
- Frequency
- Context
- Outcome association
- Cross-rep consistency
- Exceptions
STEP 5
Human review
AI proposes patterns. Humans decide whether they become organizational guidance.
- Inspect source evidence
- Challenge the interpretation
- Define scope and exceptions
- Approve, revise, or reject
STEP 6
Deploy and learn
Treat every skill as revisable guidance, not permanent truth.
- New conversations
- New evidence
- Review
- Update skills
A NECESSARY LIMIT
Correlation is not causation.
WinPattern does not claim that an observed behavior alone causes a deal outcome. Customer need, product fit, pricing, timing, territory, rep experience, and many unobserved factors may influence results.
The purpose of the method is to produce evidence-linked candidate skills that informed people can examine, test, and revise—not universal claims about how every deal is won.