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Back to the business caseConsistency checks ยท Implementation

Compare scoped facts with a deterministic check

The workflow uses structured definitions and traceable reuse. AI can help locate candidate phrasing, but the value comparison and policy decision have explicit owners.

Follow the process
Business goal
Manage risk
Business metric
Contract risk

Define, find, compare, and repair

Agree on the authoritative value, effective scope, and checked corpus. Retain a reviewed set of known statements and exceptions.

The task in this example

Find every statement of the data-retention period and flag disagreements.

  1. Step 1

    Define the fact

    Record the retention period and scope once.

    Content team

    Give the fact a stable identity and maintain its applicability and review evidence.

  2. Step 2

    Find statements

    Follow reuse references and inspect retyped variants.

    Content team

    A reviewed corpus search complements direct-reference tracking; record sources the check cannot inspect.

  3. Step 3

    Compare values

    Flag disagreements within the same scope.

    System

    Deterministic code compares normalized values and reports exceptions with their source locations.

  4. Step 4

    Confirm authority

    Resolve value or scope disagreements.

    Product or customer data

    Legal and product confirm the correct policy and effective period.

  5. Step 5

    Repair and verify

    Replace approved duplicates with the shared definition.

    Content team

    Check rendered output and retain legitimate exceptions instead of changing every number indiscriminately.

This framework provides a practical baseline shaped by experience. Every organization operates under distinct technical and operational realities that require tailored design and governance. While you can adapt these measures independently, we frequently partner with teams to customize governance, integrations, and rollout. Performance outcomes will naturally vary.

Why these content layers matter

Intelligent content

Maintain an authoritative, scoped fact and traceable references. Replace retyped duplicates after review; deterministic code compares the stated values.

Verify the result and handle exceptions

Seed known 30-day contradictions in a test copy and confirm detection against the 90-day definition. Check direct reuse, retyped prose, and a differently scoped exception.

Unclear scope or conflicting authoritative records requires owner review. Report inaccessible sources as a coverage limit rather than claiming corpus-wide consistency.

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Support for this implementation

Give shared facts a maintained source and a clear review process when statements disagree.

Which facts does your team keep reconciling by hand?

Intuitive Stack can help identify shared facts, model their scope and reuse, and design checks that show where contradictory statements remain.

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