The condition entering RSI is a starting point — not a predetermined finding.

RSI begins with a defined unresolved condition inherited from RFID, an authorized executive or governance referral, or another authorized Revenue Governance Standard trigger.

The incoming record preserves what was observed, what upstream review established, what it did not establish, the evidence and materiality inherited into RSI, the unresolved question, and the governance decision affected.

Deeper examination may leave the incoming condition intact.

It may also materially change the organization’s understanding of it.

The signal must be examined inside a defined revenue architecture and decision boundary.

RSI defines the investigative environment before the signal is interpreted.

The examination is bounded through the relevant:

• reporting period;
• revenue architecture;
• revenue-critical journeys;
• systems and platforms implicated;
• material transaction and integration dependencies;
• revenue model;
• historical baseline;
• internal and external comparators where relevant;
• governance or oversight question;
• and decision-specific materiality criteria.

Materiality must be defined before final interpretation.

A threshold created only after an unfavorable result becomes known must be identified as post-hoc and cannot, by itself, support a bounded RSI disposition.

Evidence state and claim status answer different questions.

RSI distinguishes the strength and condition of the evidence from the type of claim that evidence is being used to support.

RSI separately classifies what the finding itself is permitted to say.

Every materially consequential RSI finding must state both its evidence state and its claim status.

A verified input can still produce a modeled conclusion.

Conflicting evidence should remain visible until the conflict is actually resolved.

RSI does not allow a material contradiction to disappear merely because one source or interpretation is preferred.

Unknown evidence cannot support an Observed or Reconciled conclusion about the proposition that remains unknown.

Disputed evidence cannot support an Observed or Reconciled conclusion on the proposition that remains materially disputed.

The dispute also does not prove the adverse interpretation.

A comparator can inform the examination without establishing the consequence.

RSI records the comparator or benchmark used, its source and vintage, why it is relevant to the organization, and any known comparability limits.

A benchmark or comparator may support:

• examination;
• orientation;
• sensitivity testing;
• or counterfactual modeling.

It does not, by itself, establish organization-specific leakage, preventability, recoverability, or loss.

Where plausible comparators would materially change interpretation or disposition, that conflict must remain visible rather than being resolved solely in favor of the preferred result.

The trigger is examined alongside the conditions that may help explain it.

RSI uses a Revenue Signal Context Scan to identify additional conditions relevant to understanding the material trigger.

The scan may examine conditions relating to:

Context responses are recorded as YES, NO, UNABLE, or N/A.

But no count or pattern of responses creates severity, clearance, or progression by itself.

A signal becomes insight through disciplined examination — not through stronger language.

RSI does not allow the conclusion to skip the evidence between signal and judgment.

A materially adverse interpretation must survive a credible alternative explanation.

For every materially adverse finding, RSI requires the organization to record:

• the current interpretation;
• the strongest credible competing explanation;
• the evidence supporting the current interpretation;
• the evidence supporting the competing explanation where available;
• and the evidence needed to distinguish between them.

RSI does not have to establish final root cause where doing so would require work beyond the methodology’s boundary.

It does have to prevent the first plausible explanation from becoming the final explanation merely because it is convenient or familiar.

Five domains. Five different forms of revenue-signal examination.

Modeled opportunity must remain modeled.

RSI may use assumptions, comparators, scenarios, formulas, and counterfactual analysis where those tools are relevant to the governance question.

But a modeled result remains modeled even when every underlying input is Verified.

Where modeled variables are materially interdependent — including conversion rate, average order or contract value, traffic quality, pricing, or customer mix — the dependency must remain visible.

Holding a materially dependent variable constant must be identified as a model limitation.

Every financial number must disclose what kind of number it is.

RSI may produce financial insight where relevant.

Every financial figure must be classified according to what the evidence actually supports.

RSI does not assign a universal percentage of organizational revenue to a condition and does not multiply annual revenue by a generic leakage band.

Different revenue figures may describe the same economic population.

Financial figures from different RSI domains are not automatically additive.

Discovery opportunity, conversion opportunity, failed-attempt value, recording variance, and other domain figures may describe overlapping cohorts, events, periods, or economic value.

A combined exposure figure is supportable only where the underlying:

• cohorts;
• events;
• time periods;
• economic scope;
• and overlap

have been explicitly reconciled.

Material findings are challenged before they become governance conclusions.

For every materially disposition-relevant finding, at least one governance reviewer who is not the primary operating owner examines:

• the evidence basis;
• materiality;
• the competing explanation;
• claim status;
• and proposed disposition effect.

Where an organization-specific financial figure materially affects an RSI disposition, governance recommendation, resource commitment, executive conclusion, or board-facing financial finding, finance review is required.

That review considers classification, inputs, assumptions, defined scope, sensitivity, and cross-domain aggregation discipline.

This is internal governance challenge.

It is not audit assurance or certification of future business outcomes.

A material interpretation should identify what would cause leadership to change it.

RSI requires a specific falsifier or reopening trigger for the material interpretation and disposition.

The falsifier must identify a specific:

• observable condition;
• evidence source;
• defined threshold or change;
• or concrete event

capable of causing leadership to reject, narrow, reframe, or materially change the current interpretation or disposition.

Generic language such as “monitor for changes” does not satisfy the standard.

RSI does not force unresolved evidence into certainty.

Some material questions remain unresolved after legitimate examination.

Within RSI, unresolved does not automatically mean:

• the original hypothesis is true;
• the original hypothesis is false;
• methodological failure;
• automatic progression;
• or reassurance.

It means the available evidence does not presently support a stronger conclusion.

Unknown or disputed evidence cannot silently become either proof or comfort.

The question is not whether RSI is complete. The question is whether the record is sufficient for the decision.

Before RSI supports a governance disposition, leadership must be able to determine whether the record is sufficiently bounded and authoritative for the decision in view.

Three bounded RSI governance dispositions.

Disposition B is available only when the specific evidence needed can be identified, assigned to an accountable owner, obtained within a defined completion period, and re-adjudicated without requiring deeper vertical or system mapping.

RVM progression does not follow merely because RSI was performed.

Leadership should be able to reconstruct why the conclusion was reached.

RSI carries every material disposition-relevant finding into a controlled Finding Record.

The record replaces aggregate severity scoring and carries:

• the trigger or domain;
• the observed condition;
• the evidence state;
• the claim status;
• the competing explanation;
• the financial classification where relevant;
• the finding status;
• and the decision effect.

Every material context-scan condition and every material domain conclusion must correspond to the controlled Finding Record.

The record should allow another competent reviewer to reconstruct:

What RSI does not claim.

RSI does not automatically establish:

• structural fracture;
• root cause;
• causal attribution;
• organization-specific financial loss;
• recoverability;
• preventability;
• complete visibility;
• or the necessity of RVM.

A benchmark difference is not leakage.

A modeled opportunity is not observed loss.

A failed transaction attempt is not automatically unrecovered revenue.

A reporting variance is not automatically structural fracture.

And Disposition C is not confirmation of the original hypothesis.

Designed for governed internal organizational application.

RSI is designed to be applied using the organization’s own revenue architecture, evidence, participants, and governance decision.

The organization provides:

• the trigger and decision context;
• the revenue architecture;
• system and documentary evidence;
• comparators where relevant;
• operating participants;
• non-owner challenge;
• finance review where required;
• and leadership judgment.

The methodology provides the governed signal-examination architecture.

The organization retains its data and its decision authority.

RSI v1.3 — Founders Phase Release.

RSI v1.3 has completed the Obravor founders-phase adversarial examination process and is released for institutional use within its defined scope, evidence and claim authority, financial classification rules, governance challenge requirements, and RVM boundary.