SLOW IS THE NEW DOWN.
2025 Industry Benchmarks on Execution Drag.
"53% of organizations now agree: Performance degradation is as damaging as a total outage. Yet, for the first time in five years, operational 'Toil' is rising."
— 2025 Catchpoint SRE ReportToil Trend: 2020-2025
% of engineering capacity consumed by operational toil
Source: Catchpoint SRE Report 2024, DORA State of DevOps 2024
The Paradox: The AI Acceleration Trap
AI has expedited value realization — features ship faster, code generates quicker, deployments accelerate. But the manual cleanup still falls to humans. Toil doesn't automate itself. Your best engineers are now spending 30% of their time on operational debris that AI creates faster than they can absorb.
The industry's reflexive answer — "add more people" — is failing to close the capacity gap. External benchmarks prove it: despite record hiring, toil is rising. This is not a talent problem. It is a structural failure in how operational work is governed.
agree degradation = outage
lost to operational toil
the performance standard
Reclaiming the Lost 30%
Allari's Structured Execution Framework absorbs the 30% operational drag through the ID² Governance Funnel — a systematic process that filters, codifies, and delegates operational work away from your specialists and into an embedded execution layer.
Instead of adding headcount to absorb toil, we remove the toil from the system entirely. Your team gets capacity back. Your budget stays flat.
HellermannTyton's core team recovered capacity equivalent to multiple FTEs within Year 1. Closing Velocity compressed from 16.42 days to 1.77 days (−89%). Year-1 costs maintained at 81% of budgeted cap — a 19% savings.
Read the Full Forensic AnalysisSTOP GUESSING. START MEASURING.
The data is clear. Toil is rising. Capacity is shrinking. The question is: how much drag is in your system?
At Site HT-2025, we reversed the curve — recovering 30-40% of execution capacity. See the forensic breakdown →