Research
Analysis, evidence, and institutional proof. Briefs interpret signals. Case studies demonstrate outcomes. Reports prove the engine works.
Latest Briefs
All Briefs →The Five Patterns of Growth Instability ™
A framework by Boštjan Jarc identifying the five recurring ways growth becomes fragile — patterns that appear in Standwi...
BriefThe Operational Drift Model ™ — Why Businesses Fail Without Breaking
A framework by Boštjan Jarc explaining how organizations drift toward failure through accumulated micro-deteriorations t...
BriefThe Pricing Erosion Sequence ™ — How Revenue Pressure Appears Before Revenue Decline
A framework by Boštjan Jarc identifying the sequential stages through which pricing power deteriorates — a process that ...
Case Studies
All Case Studies →Institutional Reports
All Reports →S-1 Backtest: What Standwick Would Have Detected
Retrospective analysis of publicly filed metrics from major SaaS IPOs....
Coming Q3 2026SaaS Churn Prediction: A Correlation Study
Analysis of churn signals across 200+ private SaaS companies....
Coming Q4 2026Frameworks by Boštjan Jarc
All Briefs →Conceptual models underlying Standwick's detection engine.
The Operational Drift Model ™
Why businesses fail without breaking — the three stages of accumulated micro-deterioration.
FrameworkThe Five Patterns of Growth Instability ™
The recurring ways growth becomes fragile — detected months before growth stalls.
FrameworkThe Pricing Erosion Sequence ™
How revenue pressure appears before revenue decline — the four sequential stages.