Execution Friction Detected at Ironwood Software — Standwick Report fpIt-U
Severity Score
36.9/100
Trend Direction
↗ Improving
⚠️ Primary Risk Signal
Execution Friction
🧠 Root Cause Hypothesis
Tool fragmentation and context-switching are reducing effective output per team member. This matters now because context-switching imposes a cognitive tax that is invisible in output metrics but real in decision quality — your team is spending brain cycles on tool navigation that should be spent on the work itself.
Operational cost drag and throughput loss
13.5%
🎯 Highest Leverage Fix
Tool fragmentation imposes a cognitive tax that does not appear on any timesheet but degrades every decision. Each context switch between tools costs 15-20 minutes of focused thought. Consolidate around fewer systems. The best tool stack is not the one with the most specialized tools — it is the one your team actually navigates without friction.
⚡ If Ignored
If current improvement continues, severity is projected to decline from 36.9 to approximately 31 within 30 days. Estimated impact would decrease from 13.5% to approximately 11.7%. No urgent intervention required, but continued monitoring is recommended.
🔍 Signal Attribution
Risk is distributed across 4 signals. No single signal dominates — multiple factors require attention.
📈 Scenario Projections
If nothing changes — projected severity: 31.4
If current improvement continues, severity is projected to decline from 36.9 to approximately 31 within 30 days. Estimated impact would decrease from 13.5% to approximately 11.7%. No urgent intervention required, but continued monitoring is recommended.
If you act now — target: 19.2
If the highest-leverage fix is implemented within 14 days, initial results are projected to appear within 28 days, with full recovery to a severity of approximately 19 within 59 days. Estimated impact would decline from 13.5% to approximately 7.5%. Note: approximately 7.4 points of severity may be structural and resistant to this single intervention — additional measures may be needed for full risk resolution.
If you wait — severity compounds to: 42.4
If action is delayed by 30 days, severity is projected to compound from 36.9 to approximately 42. Impact would grow from 13.5% to 15.4%. Recovery from this elevated level would take approximately 88 days — 29 days longer than if action is taken now. The same intervention would only reduce severity to approximately 22, leaving more residual risk than early action would.
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