FRICTION IS THE KILLER.
Execution Drag—context switching, alert fatigue, rework loops, and tribal knowledge silos—consumes 30–40% of engineering capacity before strategic work begins. Allari's Entropy Reversal protocol eliminates these friction forces structurally, recovering lost bandwidth and compressing median resolution from 16.42 days to 1.77 days.
You cannot scale a system that is fighting itself.
Your roadmap isn't failing because of a lack of vision. It is failing because 30-40% of your engineering capacity is consumed by Execution Drag: unplanned work, alert fatigue, and context switching. We do not just "patch" systems; we reverse the entropy that causes them.
High performers lose less than 5% to unplanned work.
Most organizations lose 35-45%.
This is not a hiring problem. This is a physics problem.
WHAT ARE THE 5 FRICTION FORCES DRAINING YOUR CAPACITY?
These forces drain your "Capacity Tank" before a single strategic initiative begins. Each one compounds the others.
Context Switching
15-20%Context Switching
15-20% LOSSEvery interruption costs 23 minutes of recovery time. Your engineers are not slow—they are fragmented.
Alert Fatigue
10-15%Alert Fatigue
10-15% LOSSWhen everything is critical, nothing is. False positives train your team to ignore signals until failures cascade.
Wait Times
8-12%Wait Times
8-12% LOSSQueued tickets, approval bottlenecks, vendor response delays. Time spent waiting is capacity destroyed.
Rework Loops
10-15%Rework Loops
10-15% LOSSIncomplete requirements, miscommunication, scope creep. The same work, done twice or three times.
Tribal Knowledge
12-18%Tribal Knowledge
12-18% LOSSCritical context locked in the heads of 2-3 people. When they're unavailable, velocity stops.
CUMULATIVE EXECUTION DRAG
These forces do not add—they compound. The typical IT organization operates at 55-65% effective capacity.
Capacity Destroyed
HOW DOES ALLARI REVERSE OPERATIONAL ENTROPY?
We do not "manage" your friction. We engineer it out of existence using the five laws of execution physics.
ID²
Intake Governor. Stops entropy at the source by filtering noise before it becomes work.
TARGETS: Context Switching, Rework Loops →Power of 15™
Velocity Gear. 15-minute operational sprints that eliminate wait time accumulation.
TARGETS: Wait Times →Human-Verified AI
Safety Protocol. AI acceleration with expert validation to prevent false positive cascades.
TARGETS: Alert Fatigue →OpenBook™
Telemetry. Full visibility into where capacity is being consumed and destroyed.
TARGETS: Opacity, Rework →Dynamic Runbook™
Living Memory. Captures institutional knowledge as a permanent, accessible asset.
TARGETS: Tribal Knowledge →Embedded Teams™
Anti-Fragmentation. Long-term pods that retain context and prevent knowledge bleed.
TARGETS: Tribal Knowledge, Context →WHAT FRICTION COSTS.
TYPICAL IT TEAM (50 FTEs)
15-20
Ghost FTEs (Capacity lost to friction)
AT $150K FULLY LOADED COST
$2.25M+
Annual Capital Destruction
RECOVERABLE VIA INTERVENTION
30-40%
Capacity Returned to Strategic Work
Run the Friction Analysis.
Quantify your execution drag in 45 minutes.
Our Executive Diagnostic maps the 5 Friction Forces to your specific environment and delivers a prioritized intervention roadmap.
Extract CapacityExecution Drag: Frequently Asked Questions
Answers for CIOs quantifying the friction consuming their engineering capacity.