/ Opening
Advanced evidence work begins where the summary slide usually ends
The task is not to define fact and opinion. It is to show how a consequential claim was manufactured.
LINEAGE
Where did the claim come from?
Sources → grains → statements → interpretation.
PRESSURE
What contradicts it?
Competing evidence and alternative readings.
CONSEQUENCE
What decision rests on it?
Action, owner, risk, and falsifier.
TAKEAWAYA claim is client-ready only when its evidence lineage and limits are visible.
PRODEVXQXQ1
/ Quick Test
Which recommendation can survive a skeptical room?
Both sound confident.
ORPHAN CLAIM“Customers value trust”
“Customers value trust”
Three quotes
No sample or contradiction
Recommendation already chosen
TRACEABLE CLAIMNamed sources and dates
Named sources and dates
Evidence statements by category
Competing read preserved
Falsifier and action linked
TAKEAWAYConfidence is not evidence lineage.
PRODEVXQXQ2
/ Model
Build the chain a skeptic can audit
Do not jump from raw input to recommendation.
01GrainsCapture traceable observations.
02StatementsPromote only converging evidence.
03InsightInterpret what the statements mean.
04DecisionName action, owner, and falsifier.
TAKEAWAYEvery promotion between layers requires judgment and should remain inspectable.
PRODEVXQXQ3
/ Distinctions
Four properties make evidence decision-ready
The chain should preserve what polished summaries often remove.
PROVENANCE
Source, date, method, context
Can another person locate it?
CONVERGENCE
Multiple grains support a statement
Volume is not the same as agreement.
CONTRADICTION
Conflicting evidence remains visible
Do not average away tension.
BOUNDARY
Population, timeframe, certainty
State where the claim stops.
TAKEAWAYA strong claim includes the conditions under which it may fail.
PRODEVXQXQ4
/ Team Challenge
Build a claim defense from a messy evidence packet
Use the provided interviews, analytics, sales notes, and operational facts.
Customer quoteConversion dashboardSales-call noteService-ticket trend
OUTPUT: 6 grains · 2 evidence statements · 1 insight · strongest counterreading · recommendation · falsifier
TAKEAWAYThe recommendation must cite the evidence statements that authorize it.
PRODEVXQXQ5
/ Pressure Test
Can a neutral reviewer reconstruct the reasoning?
The room should be able to disagree with the judgment without disputing what was observed.
1.Which source supports each factual statement?
2.What contradiction was preserved?
3.Where did interpretation enter?
4.What evidence would kill or narrow the insight?
TAKEAWAYIf the chain cannot be reconstructed, the claim is a story with citations—not evidence discipline.
PRODEVXQXQ6
/ Example
One auditable chain
The interpretation is visible and bounded.
LAYERCLAIMLINEAGE
Grain“I understand the product; I do not trust the commitment.”Interview G12
StatementCommitment proof is weak among first-time prospectsG12, G19, sales S4
InsightBelief is weaker than interestES2 + ES5
DecisionTest proof architecture before more reachOwner + falsifier named
TAKEAWAYThe insight earns consequence because the evidence chain remains visible.
PRODEVXQXQ7
/ Close
Do not present evidence. Present the lineage of the decision.
Advanced rigor is traceability under pressure.
TRACEPreserve sources and layers
CHALLENGEKeep contradiction alive
COMMITLink evidence to action
TAKEAWAYThe vocabulary matters only when the chain changes what the team is willing to decide.
PRODEVXQXQ8