DATA FLOW

Evidence moves in one direction.

01

Approved public API

The endpoint and non-secret query are recorded.

02

Raw retained snapshot

The response is stored before transformation.

03

Schema and quality checks

Missing fields, duplicates, dates, and empty results are tested.

04

Normalization and review

A human gate is required where category judgment matters.

05

Processed artifact and manifest

Counts, files, hashes, limitations, and review state are linked.

06

Static publication

Only approved artifacts can supply public numeric claims.

SOURCE CATALOG

Official sources, explicit roles.

openFDA Cosmetic Events

Public cosmetic-event records

openFDA Device

Classification, 510(k), recall, and event records

AccessGUDID

Device identifier records when a dependable join exists

Google product specifications

Ruleset inputs for metadata and machine-readability checks

PUBLICATION GATES

Validation is not approval.

Automated checks confirm shape, file integrity, deterministic transforms, and claim lint. A company-role review still controls taxonomy choices, device category inclusion, and public interpretation. A pending manifest cannot provide a public chart or metric.

RELEASE MANIFESTS

Files behind the public cases.

Skin Signal Brief

v1 · source snapshot 2026-07-12T02:38:43Z

Aesthetic Device Evidence Watch

v1 · source snapshot 2026-07-12T02:38:13Z

AI Product Readiness Audit

v1 · source snapshot 2026-07-12T02:45:00Z

KNOWN LIMITATIONS

What the records cannot establish.

  • Public report counts do not provide a product-use or treatment denominator.
  • Record presence does not prove causality, prevalence, quality, safety, or effectiveness.
  • Documentation requirements can change; ruleset sources require dated review.
  • Ambiguous device identity joins remain unlinked rather than guessed.
CORRECTION POLICY

Corrections remain visible.

A material data, method, source, or interpretation correction receives a dated changelog entry. The previous artifact stays identifiable by its manifest and hash when retention is legally and operationally appropriate.

PRIVACY

No private intake in this release.

The public release does not collect patient records, facial or clinical images, diagnosis or treatment histories, payment-card data, private social-media data, or customer product exports.

TERMS OF USE

Research and business intelligence only.

Latticepoint pages are not medical, treatment, legal, investment, or regulatory advice. Source organizations retain their own terms, licenses, and responsibility statements.