Built to be examined

A Privacy Number Needs a Definition. A Utility Claim Needs a Task.

Verisynth is designed around explicit workload definitions, complete privacy specifications, task-level measurement and reproducible release evidence.

Workflow

How an accepted release is produced.

01

Scope

Purpose, recipients, boundary and criteria.

02

Profile

Schema, constraints and task-relevant patterns.

03

Generate

Configured mechanism and release accounting.

04

Measure

Structural, statistical and downstream tests.

05

Evidence

Methods, results, limits and identifiers.

Differential privacy discipline

ε is not a complete privacy statement.

Where differential privacy applies, the record should state the privacy unit, adjacency definition, mechanism, ε and δ, contribution bounds, sampling assumptions, composition, cumulative consumption, threat model and limitations.

Utility

Measured at three levels.

StructuralSchema, keys, constraints and relationships.
StatisticalDistributions, correlations and cohort behaviour.
TaskDownstream performance against agreed criteria.
Capability labels

Proof state, not aspiration.

Current Contractable within documented limits.Design partner Co-developed against a named workload.Named programme Available only through a scoped engagement.Research No current delivery claim.
Reproducibility

The report should be regenerable.

Each release should link the result to its build, configuration, environment, source, output, metrics, privacy ledger, checksums and limitations.

manifest.jsonprivacy-specification.jsontask-results.csvlimitations.md

Review the architecture against your workload.

Bring the schema, intended task, privacy unit, deployment requirement and acceptance criteria.

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