06/12/2026
๐ ๐ผ๐๐ ๐ฒ๐ป๐๐ฒ๐ฟ๐ฝ๐ฟ๐ถ๐๐ฒ๐ ๐ฐ๐ฎ๐น๐น ๐๐ต๐ฒ๐ถ๐ฟ ๐๐ฎ๐ฏ๐น๐ฒ๐, ๐ฑ๐ฎ๐๐ต๐ฏ๐ผ๐ฎ๐ฟ๐ฑ๐, ๐ฎ๐ป๐ฑ ๐ฝ๐ถ๐ฝ๐ฒ๐น๐ถ๐ป๐ฒ๐ โ๐ฑ๐ฎ๐๐ฎ ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐.โ
Theyโre not.
A real data product has 5 non-negotiables:
1๏ธโฃ OWNER - a named person accountable for outcomes, not just โthe IT teamโ
2๏ธโฃ CONSUMERS - clearly defined business users and use cases
3๏ธโฃ SLA - documented expectations for freshness, quality, and availability
4๏ธโฃ LINEAGE - traceable data origin, movement, and transformations
5๏ธโฃ CONTRACT - a governed interface with visibility into schema or breaking changes
Without all 5, itโs just a spreadsheet with aspirations.
Enterprises achieving real AI and analytics ROI are treating data like a product - with governance, accountability, observability, and operational ownership built in from day one.
Want to build scalable, enterprise-ready data products?
๐ฉ๐ถ๐๐ถ๐ ๐๐๐.๐ฏ๐น๐๐ฒ๐ป๐.๐ฐ๐ผ๐บ ๐๐ผ ๐๐ฒ๐ฒ ๐ต๐ผ๐ ๐๐น๐๐๐ป๐ ๐ต๐ฒ๐น๐ฝ๐ ๐ผ๐ฟ๐ด๐ฎ๐ป๐ถ๐๐ฎ๐๐ถ๐ผ๐ป๐ ๐บ๐ผ๐ฑ๐ฒ๐ฟ๐ป๐ถ๐๐ฒ ๐ฑ๐ฎ๐๐ฎ ๐ผ๐ฝ๐ฒ๐ฟ๐ฎ๐๐ถ๐ผ๐ป๐, ๐ด๐ผ๐๐ฒ๐ฟ๐ป๐ฎ๐ป๐ฐ๐ฒ, ๐ฎ๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐, ๐ฎ๐ป๐ฑ ๐๐ ๐ณ๐ผ๐๐ป๐ฑ๐ฎ๐๐ถ๐ผ๐ป๐.