Use cases
Turn sample JSON into a strict, valid JSON Schema your API can enforce.
API & platform teams
Pain: Hand-written schemas drift from production payloads.
How it helps: Derive a draft 2020-12 schema from a real sample, then lock types and required fields before merge.
Ops & compliance leads
Pain: Need consistent validation without a dedicated schema specialist.
How it helps: Deterministic rule screens plus plain-language field notes for review packs.
Agencies & contractors
Pain: Every client ships a different JSON shape.
How it helps: Self-serve: paste sample, export schema, attach to the SOW deliverable.
Indie founders
Pain: Want a repeatable contract layer between clients and backends.
How it helps: Drop-in drafting step before you wire OpenAPI or runtime validators.