Proof of Learning

WikiSure is not a document scanner. It is organizational memory.

Every scan adds to a permanent registry of approved meaning. Concepts accumulate occurrences, governance decisions, and reuse — and meaning becomes more stable over time. This page is the proof.

Concept · Coverage

Canonical approved

First seen

January 2026

Occurrences

14

Departments

Claims · Legal · Risk

Governance decisions

3

Last drift event

12 days ago

Confidence trend

Increasing

Governance history

  1. Scan 1 · Jan 12, 2026

    Concept discovered

    First mention of 'Coverage' extracted from Property Policy Wording v3.2.

  2. Scan 2 · Jan 15, 2026

    Alternative definition detected

    Claims SOP defines 'Coverage' differently. Drift event recorded; severity High.

  3. Scan 3 · Jan 17, 2026

    Governance review completed

    Steward reviewed both definitions, gathered owners from Legal, Claims and Risk.

  4. Scan 4 · Jan 19, 2026

    Canonical definition approved

    Approved canonical definition v1.0 published. Owner: Head of Underwriting.

  5. Scan 5 · Feb 02, 2026

    Reused during new analysis

    New Risk Appetite memo scanned — canonical 'Coverage' reused, no new drift introduced.

Semantic Stability Score

82

/ 100

Improving

Previous quarter: 74 · Current: 82. Higher is more stable.

  • Concept consistency across departments
  • Drift frequency (lower is better)
  • Governance coverage of critical terms
  • Reuse of canonical definitions

Accumulation over time

  • Canonical definitions approved

    1247

  • Concepts with governance owner

    938

  • Drift events auto-detected

    461

  • Reuse of prior decisions

    122

Each scan adds to the registry. Knowledge does not reset between sessions, tenants, or models.

Before / After

What organizational memory actually changes.

Without WikiSure

  • Coverage — 5 different definitions
  • Claims — 3 different definitions
  • Risk Exposure — 4 different definitions
  • AI outputs inconsistent across teams
  • Compliance interpretation differs by team
  • Governance decisions undocumented

With WikiSure

  • Coverage — 1 canonical definition (v1.0, owner: Underwriting)
  • Claims — 1 canonical definition (v1.1, owner: Claims)
  • Risk Exposure — 1 canonical definition (v1.0, owner: Risk)
  • AI grounded on approved meaning via Resolve API
  • Compliance reads from a single governed source
  • Every governance decision logged, exportable

The moat is accumulating meaning

Registry, not report

Every approved definition is a permanent, versioned, owner-accountable asset — not a finding in a one-off scan.

Learning compounds

Prior governance decisions are reused on new scans. The platform gets more aligned with each analysis.

Measurable outcome

The Semantic Stability Score makes governance progress visible to the board, not just to data teams.

WikiSure™ is designed for secure semantic governance. Your documents remain private, encrypted and under your control. Security & Trust →
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