# DV Quick Run Mini RCA (Experimental)

> Mini RCA is experimental, deterministic, and evidence-backed. Explain assists. Evidence decides.

Generated: 2026-07-10T03:06:39.092Z
Subject: Account · TIMELINE-MOCK
Question: What operational explanation best fits the available evidence?

## Executive Summary

- Leading explanation: Automation Participation (100%)
- Evidence confidence: 49% (Low)
- Correlation confidence: 91% (Very High)
- Supporting evidence: 5 references
- Strongest competing explanation: Mixed Contributors (72%)
- First action: Inspect automation participation

## Investigation Story

- Mini RCA reviewed 5 snapshots across 4 intervals and summarised 38 timeline events.
- Automation Participation is the leading operational explanation for Account.
- Mixed Contributors remains visible as a competing explanation, but it currently carries a lower correlation score (72%) than Automation Participation (100%).
- Correlation is strong at 91%, but evidence confidence is 49%, so the explanation should be treated as probable rather than conclusive.
- Use the evidence references as the source-of-truth: Mini RCA explains the pattern; it does not prove exact change time, runtime causality, remediation status, or operational authority.

## Why DVQR Thinks This

- Timeline Understanding: 38 timeline event(s)
- Evidence grouped into:
  - Automation Participation: 5
  - Configuration Drift: 2
  - Metadata Evolution: 1
  - Operational Profile: 1
  - Security Participation: 1
- Leading explanation path: Automation Participation
- Confidence adjustment: Audit evidence unavailable; Low evidence confidence; Very High correlation confidence
- Mini RCA recommendation: Inspect automation participation
- Note: This section summarises reportable deterministic evidence flow, not hidden chain-of-thought.

### Leading Explanation

**Automation Participation** — 100% (High)

Leading explanation context: 5 supporting evidence references; observed across 4 timeline intervals.

Timeline evidence contains automation or execution participation changes. 5 supporting evidence items support this explanation.

Linked evidence: timeline-2, timeline-3, timeline-4, timeline-5, timeline-7

### Competing Explanations

- **Mixed Contributors** — 72% (Medium)
  - The strongest explanation is not isolated to one contributor type. Evidence spans multiple categories across 4 intervals.
  - Evidence: timeline-1, timeline-2, timeline-3, timeline-4, timeline-5, timeline-6
- **Configuration Drift** — 38% (Low)
  - Configuration drift is present, but the available evidence does not identify a more specific contributor class. 2 supporting evidence items support this explanation.
  - Evidence: timeline-8, timeline-10
- **Metadata Evolution** — 24% (Low)
  - Schema or field-level evolution is present in the reconstructed timeline. 1 supporting evidence item support this explanation.
  - Evidence: timeline-6
- **Operational Profile** — 24% (Low)
  - Operational profile signals indicate different execution posture or context. 1 supporting evidence item support this explanation.
  - Evidence: timeline-1
- **Security Participation** — 24% (Low)
  - Identity, team, role, business-unit, or access participation signals appear in the reconstructed evidence. 1 supporting evidence item support this explanation.
  - Evidence: timeline-9

## Evidence

### Supporting Evidence
- timeline-2
- timeline-3
- timeline-4
- timeline-5
- timeline-7

### Missing / Limiting Evidence
- Audit evidence unavailable. Confidence unchanged.
- Cross-environment understanding was not provided to this Mini RCA bundle.
- Provider signals beyond Timeline Understanding were not provided.
- Reconstruction artifacts were not attached to this Mini RCA bundle.
- Timeline evidence is not fully verified
- Audit evidence may be absent from RCA correlation
- Limiting evidence: timeline-1
- Limiting evidence: timeline-6
- Limiting evidence: timeline-8
- Limiting evidence: timeline-9
- Limiting evidence: timeline-10

### Confidence Notes
- Strengthens: A deterministic leading explanation is available: Automation Participation (100%).
- Strengthens: 9 high-confidence evidence references support the evidence set.
- Limits: Evidence confidence (49%) is lower than correlation confidence (91%).
- Limits: Timeline evidence is not fully verified (Medium).
- Limits: Audit evidence may be absent from RCA correlation (Low).
- Limits: Multiple competing contributor categories remain visible.

## Recommended Next Steps

- **Inspect automation participation** — Review the plugin steps, workflows, flows, or execution pipeline entries referenced by the leading evidence group.
  - Rationale: 5 evidence references currently support Automation Participation with a deterministic correlation score of 100.
  - Evidence: timeline-2, timeline-3, timeline-4, timeline-5, timeline-7
- **Prepare reconstruction export if remediation is needed** — Where the finding maps to DV ForgeLab reconstruction utilities, use the linked evidence to decide whether DVAF, DVCE, DVIM, or DVEVM export is appropriate.
  - Rationale: 1 metadata-oriented evidence reference appears in the RCA bundle; Mini RCA can guide reconstruction, but it does not perform remediation.
  - Evidence: timeline-6
- **Open the Timeline Understanding source report** — Use the Timeline Understanding report to inspect strongest intervals, adjacent windows, and raw event context behind the Mini RCA summary.
  - Rationale: Mini RCA summarises timeline evidence; Timeline Understanding remains the detailed source-of-truth for first-observed windows.
  - Evidence: timeline-1, timeline-2, timeline-3, timeline-4
- **Enrich with audit evidence where available** — Use per-event audit evidence actions to narrow the observed window before escalating confidence or customer-facing conclusions.
  - Rationale: Audit evidence can narrow an observed interval but does not override snapshot evidence or prove root cause.
- **Capture another baseline if confidence remains contested** — Add another snapshot or cross-environment comparison when mixed contributors remain visible or when evidence confidence is materially lower than correlation confidence.
  - Rationale: Mini RCA becomes stronger when independent understanding surfaces converge on the same contributor category.
  - Evidence: timeline-2, timeline-3, timeline-4

## Appendix

### Understanding Bundle v1

- Bundle version: understanding-bundle-v1
- Overall bundle confidence: Low
- Available: Timeline, Metadata, Identity, Configuration
- Unavailable: Audit (Audit evidence was not retrieved or audit is disabled, so exact change confirmation remains limited.); Cross Diff (Cross-environment understanding was not provided to this Mini RCA bundle.); Query (Query Understanding was not provided to this Mini RCA bundle.)
- Not applicable: Relationship
- Confidence reasons:
  - 4 understanding contributors are available.
  - Available contributors: Timeline Understanding, Metadata Understanding, Identity Understanding, Configuration Understanding.
- Confidence limitations:
  - Audit Understanding: Audit evidence was not retrieved or audit is disabled, so exact change confirmation remains limited.
  - Cross Diff Understanding: Cross-environment understanding was not provided to this Mini RCA bundle.
  - Query Understanding: Query Understanding was not provided to this Mini RCA bundle.
  - First observed is not changed at; Timeline Understanding narrows investigation windows but does not prove exact change time.
  - Audit evidence was not retrieved or audit is disabled, so exact change confirmation remains limited.
  - Metadata drift is investigation evidence; it is not deployment correctness proof.
  - Participation is not authority; identity drift does not prove effective access.
  - No relationship evidence was present in this investigation bundle.

### Contributor Confidence Summary

- **Timeline Understanding** — available; confidence Medium
  - Summary: Timeline Understanding reviewed 38 event(s) across 4 interval(s).
  - Evidence: timeline-1, timeline-2, timeline-3, timeline-4, timeline-5, timeline-6, timeline-7, timeline-8, timeline-9, timeline-10
- **Audit Understanding** — unavailable; confidence Unknown
  - Summary: Audit evidence was not retrieved or audit is disabled, so exact change confirmation remains limited.
  - Limitation: Audit evidence was not retrieved or audit is disabled, so exact change confirmation remains limited.
- **Metadata Understanding** — available; confidence High
  - Summary: Metadata Understanding found 1 relevant evidence reference.
  - Evidence: timeline-6
- **Identity Understanding** — available; confidence High
  - Summary: Identity Understanding found 1 relevant evidence reference.
  - Evidence: timeline-9
- **Relationship Understanding** — notApplicable; confidence Unknown
  - Summary: No relationship evidence was present in this investigation bundle.
  - Limitation: No relationship evidence was present in this investigation bundle.
- **Configuration Understanding** — available; confidence High
  - Summary: Configuration Understanding found 2 relevant evidence references.
  - Evidence: timeline-8, timeline-10
- **Cross Diff Understanding** — unavailable; confidence Unknown
  - Summary: Cross-environment understanding was not provided to this Mini RCA bundle.
  - Limitation: Cross-environment understanding was not provided to this Mini RCA bundle.
- **Query Understanding** — unavailable; confidence Unknown
  - Summary: Query Understanding was not provided to this Mini RCA bundle.
  - Limitation: Query Understanding was not provided to this Mini RCA bundle.

### Correlation Summary

- Reinforcing signals:
  - Timeline Understanding, Metadata Understanding, Identity Understanding, Configuration Understanding are available for bounded correlation.
- Conflicting signals:
  - None identified.
- Missing signals:
  - Audit Understanding is unavailable: Audit evidence was not retrieved or audit is disabled, so exact change confirmation remains limited.
  - Cross Diff Understanding is unavailable: Cross-environment understanding was not provided to this Mini RCA bundle.
  - Query Understanding is unavailable: Query Understanding was not provided to this Mini RCA bundle.
- Unrelated / not applicable signals:
  - Relationship Understanding was not applicable for this investigation bundle.
- Recommended investigation path:
  - Start with Timeline Understanding; review linked evidence without inferring causality.
  - Start with Metadata Understanding; review linked evidence without inferring causality.
  - Start with Identity Understanding; review linked evidence without inferring causality.
  - Start with Configuration Understanding; review linked evidence without inferring causality.

### Supporting Evidence Appendix

#### Automation Participation (5)

- **timeline-2: Account Create Validation plugin state changed (Enabled → Disabled)**
  - Source: Timeline
  - Confidence: High
  - Provider: Plugin Step Diff
  - Summary: Observed plugin step registration metadata differs across snapshots. Use this as runtime behaviour orientation, not as root-cause certainty. First observed between 2026-06-16T06:20:23.405Z → 2026-06-16T06:31:26.106Z.
  - First observed: 2026-06-16T06:20:23.405Z → 2026-06-16T06:31:26.106Z
- **timeline-3: Account SIT Enrichment Dispatch added in target**
  - Source: Timeline
  - Confidence: High
  - Provider: Plugin Step Diff
  - Summary: Target-only plugin step registration. Treat this as runtime behaviour context, not deployment validation. First observed between 2026-06-16T06:20:23.405Z → 2026-06-16T06:31:26.106Z.
  - First observed: 2026-06-16T06:20:23.405Z → 2026-06-16T06:31:26.106Z
- **timeline-4: Account Update Integration Dispatch execution pipeline changed**
  - Source: Timeline
  - Confidence: High
  - Provider: Plugin Step Diff
  - Summary: Observed plugin step registration metadata differs across snapshots. Use this as runtime behaviour orientation, not as root-cause certainty. First observed between 2026-06-16T06:20:23.405Z → 2026-06-16T06:31:26.106Z.
  - First observed: 2026-06-16T06:20:23.405Z → 2026-06-16T06:31:26.106Z
- **timeline-5: Legacy Account Background Sync removed from target**
  - Source: Timeline
  - Confidence: High
  - Provider: Plugin Step Diff
  - Summary: Source-only plugin step registration. Treat this as runtime behaviour context, not deployment validation. First observed between 2026-06-16T06:20:23.405Z → 2026-06-16T06:31:26.106Z.
  - First observed: 2026-06-16T06:20:23.405Z → 2026-06-16T06:31:26.106Z
- **timeline-7: Account Sync Realtime state changed (Deactivated → Activated)**
  - Source: Timeline
  - Confidence: High
  - Provider: Workflow / Automation Participation Diff
  - Summary: Observed state and owner metadata differ across snapshots. Use this as orchestration orientation, not as execution causality. First observed between 2026-06-16T06:20:23.405Z → 2026-06-16T06:31:26.106Z.
  - First observed: 2026-06-16T06:20:23.405Z → 2026-06-16T06:31:26.106Z

#### Configuration Drift (2)

- **timeline-8: Account Change Tracking Enabled changed: false → true**
  - Source: Timeline
  - Confidence: High
  - Provider: Entity Configuration Diff
  - Summary: Entity change tracking configuration differs across snapshots. Change tracking may affect integration, synchronization, and delta-observation behaviour, but DVQR does not infer runtime impact or remediation scope. First observed between 2026-06-16T06:31:26.106Z → 2026-06-16T07:23:46.723Z.
  - First observed: 2026-06-16T06:31:26.106Z → 2026-06-16T07:23:46.723Z
- **timeline-10: human.operator.dev@example.com present only in source**
  - Source: Timeline
  - Confidence: Medium
  - Provider: Identity Participation Diff
  - Summary: Identity appears only in the source evidence set. First observed between 2026-05-25T05:27:12.006Z → 2026-06-16T06:20:23.405Z.
  - First observed: 2026-05-25T05:27:12.006Z → 2026-06-16T06:20:23.405Z

#### Metadata Evolution (1)

- **timeline-6: Power Pages Runtime Core changed from Managed → Unmanaged**
  - Source: Timeline
  - Confidence: High
  - Provider: Solution Participation Diff
  - Summary: Observed solution package metadata differs across snapshots. Use this as deployment/layering orientation, not as proof that a deployment caused runtime behaviour. First observed between 2026-06-16T06:20:23.405Z → 2026-06-16T06:31:26.106Z.
  - First observed: 2026-06-16T06:20:23.405Z → 2026-06-16T06:31:26.106Z

#### Operational Profile (1)

- **timeline-1: DVQR Score density changed: 42 → 67**
  - Source: Timeline
  - Confidence: High
  - Provider: Operational Profile Diff
  - Summary: Observed operational-density score differs across snapshots. Use this as comparison orientation, not as health, risk, or root-cause evidence. First observed between 2026-06-16T06:20:23.405Z → 2026-06-16T06:31:26.106Z.
  - First observed: 2026-06-16T06:20:23.405Z → 2026-06-16T06:31:26.106Z

#### Security Participation (1)

- **timeline-9: Relationship removed: lk_accountbase_modifiedby (Account → SystemUser, ManyToOne)**
  - Source: Timeline
  - Confidence: High
  - Provider: Relationship Metadata Diff
  - Summary: This ManyToOne relationship (account → systemuser) exists in the source snapshot but is missing in the target. Relationship drift can occur when lookup fields or relationship metadata are removed, renamed, added, or changed between snapshots. DVQR treats this as high-signal metadata evidence because relationships can affect lookup/navigation/traversal interpretation, but it does not infer deployment causality, runtime impact, or remediation scope. First observed between 2026-06-16T06:31:26.106Z → 2026-06-16T07:23:46.723Z.
  - First observed: 2026-06-16T06:31:26.106Z → 2026-06-16T07:23:46.723Z

## Experimental Boundary

Mini RCA suggests probable operational explanations. It does not prove exact change time, root cause, remediation status, deployment correctness, or operational authority.