Data Product Publisher

What problem does it solve?

The Data Product Publisher skill removes friction from packaging, publishing, and monetizing curated datasets by guiding providers through data preparation, metadata, security, licensing, and marketplace listing steps. It helps teams avoid common pitfalls like exposing PII, lacking lineage, poor quality, or unclear licensing that block consumer adoption and create compliance risk.

Core Features & Use Cases

• End-to-end publishing workflow: Evaluate candidate datasets, validate quality, create consumer-facing views, and prepare metadata and lineage for marketplace listings.
• Access control & privacy patterns: Prescriptive column-level and row-level security patterns, masking strategies, and context models (private vs shared) to enforce least-privilege consumption.
• Monetization & licensing: Templates and patterns for free, subscription, and pay-per-query pricing models, plus contractual terms and onboarding processes for external consumers.
• Operational governance: Quality scorecards, readiness checklists, lifecycle/versioning guidance, and monitoring recommendations to keep products production-ready.
• Use case example: Publish a "Retail Sales Transactions" product as a private subscription offering with consumer-specific views, SLA'd refresh cadence, and a monthly subscription license.

Quick Start

Use the Data Product Publisher skill to create a private marketplace listing for "Retail Sales Transactions", prepare a consumer-specific view, and set manual access approval.