Data Quality Operations: A Practical System for Trustworthy Records
A practical operating system for defining, validating, monitoring, correcting, and explaining data quality across sources, records, and workflows.
Oddity Journal
Useful thinking for practical technology.
Field notes, guides, and clear explanations for people working with business data, digital products, software, and the systems that connect them.
Latest perspectives
Data, development, and the work between.
3 published articles · current stories newest first, archives follow
What Makes a Business Dataset Worth Buying?
A buyer’s guide to evaluating whether a business dataset provides the coverage, fields, freshness, formats, license rights, and evidence your project needs.
AI-Ready Data: Preparing Structured Datasets for Retrieval, Agents, and Automation
AI systems become dependable when their data has stable identities, clear meaning, known provenance, controlled access, practical evaluation, and safe recovery paths.
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