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PROOF & MEASUREMENT

Make the change traceable.

NorthlineIQ records the baseline, the work completed, the follow-up evidence, and the limits of comparison so progress can be examined without turning a score into a performance promise.

Explore the illustrative assessment

THE PROOF PROTOCOL

A result needs two comparable evidence states.

  1. 01

    Baseline

    Dated assessment, methodology version, evidence coverage, confidence, and limitations.

  2. 02

    Implementation record

    What was actually changed, when, by whom, and against which finding.

  3. 03

    Follow-up

    A new evidence snapshot collected under a disclosed and comparable boundary.

  4. 04

    Comparison

    Deterministic deltas where supported; non-comparable and incomplete states remain visible.

EVIDENCE REGISTRY

Claims stay attached to their source.

Each material observation records a source type, observed or as-of date, evidence state, confidence, limitation, and the finding it supports. Completed work is a separate record; it does not rewrite the original baseline.

  • FACT: directly observed or owner-supplied evidence
  • DERIVED: deterministic calculation or comparison
  • INFERENCE: labeled interpretation that remains non-scoring in V1
  • RECOMMENDATION: suggested action, not a measured outcome

ILLUSTRATIVE MEASUREMENT RECORD

How a future case study will separate work from outcome.

Illustrative example only. This is not a real customer, testimonial, live assessment, or measured result.

BASELINE

Completion signal unverified

The fictional booking handoff was visible, while a completed-booking event was unavailable.

WORK RECORD

Event definition documented

The illustrative record says what would be configured and how a controlled test would be run.

FOLLOW-UP RULE

Verify before comparing

No improvement is claimed until a new dated test confirms one unique completion signal.

COMPARABILITY & LIMITS

No material change is a valid result.

A rescore compares the same methodology version and applicable criteria when possible. Source changes, missing access, seasonality, platform changes, and differences in evidence coverage are disclosed. NorthlineIQ does not attribute rankings, bookings, traffic, or revenue to its work without adequate comparable evidence.

When nothing material changed, the report says: No material change detected.

ESTABLISH THE BASELINE

Start a reviewed assessment.

See the evidence before deciding what to fix.

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