Insight, 6 minutes

Data minimization for legal campaign measurement

A useful measurement system does not need to repeat case narratives, sensitive answers, and contact data across every analytics, dashboard, Sheet, and ad-platform layer.

Author
Case Growth Solutions
Reviewer
Case Growth Solutions delivery team
Published
Updated

Minimize by layer, not by slogan

Different systems answer different questions. A funnel event needs a session, step ID, controlled answer value, and timestamp. A CRM lead needs contact and routing context. A signed outcome needs an assignment, status, occurrence time, and verification source.

Copying the full lead object into every layer makes access harder to control and errors harder to contain. Case Growth Solutions' implemented data model keeps those purposes separate.

Keep the event stream controlled

The fire-claim telemetry client sends page, survey, step, answer, disqualification, submit, success, and error events. It intentionally excludes names, contact details, and free-text descriptions. Attribution is attached only to the initial page or survey events.

This is enough to diagnose funnel progression and controlled-choice drop-off without turning the analytics table into a second intake database.

Limit routine views and reconciliation inputs

Lead Intel's default lead table shows a first name, campaign, source, outcome, CRM state, and postback state while withholding email and phone from the routine screen. Its documented read-only role limits accessible columns, and a full contact export is a separate explicit action.

The Sheet worker reads only the configured assignment ID, status, and signed-date columns. It does not import notes or case details and creates a review issue when the identifier or date cannot be resolved exactly.

Build platform payloads from an allowlist

Case Growth Solutions' signed-outcome worker constructs Meta and TikTok payloads from a small set of match fields, stable IDs, the mapped event, and the actual occurrence time. It does not clone the stored answers, attribution object, CRM note, or Sheet row.

Contact identifiers are normalized and hashed where required, while click or cookie identifiers are included only in the platform path that supports them. Case narratives, diagnoses, allegations, financial details, and sensitive URLs remain outside the payload.

Measure completeness without collecting everything

A dashboard can report source coverage, missing identifiers, delivery failures, status completeness, and unattributed outcomes without exposing the underlying narrative. Those quality indicators are often more useful than another field copied into a report.

Data minimization is therefore an operating design choice: collect what a stage needs, keep it where that purpose belongs, and make absence or failure visible.

Sources

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