03

CASE LIBRARY

The evidence is in the trace.

12 anonymized records across organizational design, people systems, operations and strategic judgment. Each record keeps its evidence status and implementation boundary visible.

12 CASE RECORDS

ANONYMIZED protects confidentiality; it does not inflate the strength of a claim.

FILTER / EXPLORE
Focus
Case type
Evidence
CASE 01
IMPLEMENTED CASE

The turnover rate wasn't the signal. The timing was.

Holiday coverage carried no additional compensation. For many employees stationed away from home, holiday duty could mean losing one of their few opportunities each year to return home.

Turnover is high, but the overall rate is not telling you why people leave.
People AnalyticsPattern Recognition
Open case record
CASE 02
DECISION / JUDGMENT

The most visible signal wasn't the most relevant one.

Technical hiring decisions risked over-weighting visible first impressions and scarce technical background rather than signals relevant to the role and sustained problem-solving.

Visible first impressions are outweighing job-relevant signals.
Talent AcquisitionPredictive Signals
Open case record
CASE 03
IMPLEMENTED CASE

When service knowledge lived only in people's heads.

As information moved through the organization, incident context could be lost. Parts requests could reach the warehouse without the operational urgency behind them.

The same operational problem keeps being solved again and again.Operational handoffs lose the context that makes urgency visible.
Field Service OperationsLow Code Platform
Open case record
CASE 04
STRATEGIC ADVISORY · NOT ADOPTED

When growth is not the same as demand.

The expansion decision risked treating a post-lockdown sales surge as durable demand despite a narrowing core-demand base, a wedding-occasion-concentrated portfolio, and weaker brand awareness than established domestic competitors.

Growth is being treated as demand before the demand has been tested.
Business StrategyDemand Assessment
Open case record
CASE 05
IMPLEMENTED CASE

When developing talent meant losing it.

Developed top-performing salespeople were leaving. In one cohort of approximately 10 top-performing salespeople, 8 eventually left.

Your best people become more valuable — and then leave.HQ policies are coherent, but they do not produce the intended behavior in China.
Talent RetentionTop Performer Retention
Open case record
CASE 06
IMPLEMENTED CASE

The meeting that eventually made itself unnecessary.

Customer orders were repeatedly late, while employees only appeared to have spare capacity.

Departments complete their KPIs, but nobody owns the end-to-end result.
Organizational EffectivenessCross Functional Coordination
Open case record
CASE 07
IMPLEMENTED CASE

What if complaints became design input?

Employee distrust and office complaints lacked a credible route into testable policy design.

Employee distrust has no credible route into testable policy design.
Organizational DesignOrganizational Trust
Open case record
CASE 08
IMPLEMENTED CASE

Scaling a culture that had never needed to explain itself.

New-hire voluntary attrition during the adaptation period reached approximately 50%.

New hires struggle to join a team that works well without them.
Organizational CultureCulture Scaling
Open case record
CASE 09
DESIGN CASE · PROPOSED / NOT IMPLEMENTED

When shared resources stopped being shared.

Engineering resources assigned to individual business units had gradually become difficult to move across the organization, while business units competed for scarce specialists.

A matrix exists on paper, but shared resources still belong to individual business units.Departments complete their KPIs, but nobody owns the end-to-end result.
Organizational DesignMatrix Organization
Open case record
CASE 10
IMPLEMENTED AFTER ESCALATION

When one exception becomes the new rule.

Reactive retention counteroffers created an informal pay-bargaining norm that bypassed compensation and promotion governance.

One exception solved an immediate problem — and suddenly everyone wants the same exception.
Compensation GovernanceRetention Counteroffers
Open case record
CASE 11
IMPLEMENTED CASE

When a business-unit closure could have become a collective dispute.

Closing the business was necessary. Treating the affected group as fifteen simultaneous terminations risked turning a business restructuring into a collective employee-relations dispute.

The business must close, but a collective dispute is not inevitable.
Organizational ChangeBusiness Unit Closure
Open case record
CASE 12
IMPLEMENTED AFTER ESCALATION

When an executive exit negotiation had already broken down.

Three internal exit discussions had increased the executive's resistance. By the time outside support entered, the company wanted an exit, while the executive had prepared documents, business results and legal material to challenge any poor-performance narrative.

An executive exit has become a dispute over professional reputation.
Organizational ChangeExecutive Exit
Open case record