22%
Lower cost-to-serve
Operating-model redesign, standardization, consolidation, and systemic optimization.
DOS EVIDENCE ROADMAP
Experience is the foundation. Prospective evidence is the next test.
DOS was codified from operating disciplines used in large, regulated, mission-critical environments. v4.3.31 separates that historical evidence from the prospective evidence DOS intends to generate through structured pilots.
FOUNDER EXPERIENCE · NOT BRANDED DOS DEPLOYMENTS
The operating experience that informed DOS.
These are historical operating outcomes and scale indicators from David D. Douglas's executive career. They are evidence that the underlying disciplines can produce measurable outcomes; they are not presented as results from formally branded DOS implementations.
28%
SLA improvement
Visibility, governance, process discipline, and stronger end-to-end service accountability.
~$2M → <$200K
Reduced SLA exposure
Financial exposure reduced through stronger operating visibility and execution.
>99.9%
Availability
Mission-critical reliability across large technology-enabled operating environments.
900+
Employees led
Cross-functional operations spanning field service, contact centers, data centers, and service management.
41,000+
Customer locations
Operational scale requiring repeatable governance rather than individual heroics.
Additional historical context includes annual operating budgets above $80M, 18 data centers, three contact centers, and operations across regulated jurisdictions. Outcomes depended on enterprise conditions, leadership decisions, implementation quality, and sustained execution.
PROSPECTIVE DOS EVIDENCE
Turn the methodology into testable enterprise hypotheses.
Each 12-week pilot should define a baseline before intervention, identify a small set of cross-functional measures, document decisions and barriers weekly, and compare evidence at the end of the pilot. The purpose is learning and validation—not manufacturing a success story.
| DOS hypothesis | Possible baseline | Prospective measure | Evidence expected |
|---|---|---|---|
| Visibility precedes accountability. | Unknown ownership, disconnected measures, recurring escalations. | Ownership clarity, issue aging, recurrence, decision latency. | Before/after operating map, decision log, escalation pattern. |
| Enterprise value is created between departments. | Handoff failures, rework, customer-impact transfers. | Handoff defects, rework rate, cross-functional cycle time. | Value-flow map and quantified friction register. |
| Leadership exists to remove barriers. | Barriers remain open without clear executive action. | Barrier age, barriers removed, value released. | Barrier register with owner, action, outcome, and evidence. |
| Metrics must mature. | Local KPIs dominate; enterprise/customer measures are weak. | Measure maturity, predictive indicators, cross-functional alignment. | Baseline and end-state metric maturity assessment. |
| Governance must accelerate execution. | Meetings report status but do not resolve decisions. | Decision cycle time, unresolved dependencies, action completion. | Governance cadence and decision-rights evidence. |
Evidence rule: define the measure before the outcome is known. Record positive, neutral, and negative findings. A credible pilot can conclude that an assumption was wrong, a measure was insufficient, or a different intervention is needed.
THE EVIDENCE LADDER
Founder experience → pilot evidence → replicated evidence → independent validation.
1 · HistoricalDocument the operating disciplines and outcomes that informed DOS.
2 · ProspectiveRun pre-defined pilots with baselines and evidence registers.
3 · ReplicatedTest across leaders, teams, industries, and facilitators.
4 · IndependentInvite research and education partners to review, challenge, and validate.