How we automated a contact-import review
From a raw CSV to two accepted contacts, three flagged records, and a traceable source fingerprint in one MCP call.
Read article →Piwi field notes
Build systems that people can inspect.
Practical guides for decomposing real work, defining boundaries, and keeping human judgment where it matters.
How we automated campaign-link preflight
One local workflow removes repeated URLs and finds missing attribution parameters, insecure links, and unapproved hosts.
Read article →How we automated a brand-copy review
Apply an approved terminology change, count the resulting copy, and flag prohibited phrases before a person signs off.
Read article →Validate a CSV before it reaches your CRM
Use Piwi's local CSV tool to catch malformed rows, preserve source data, and prepare a reviewed import.
Read article →How to automate repetitive tasks without creating a black box
A practical method for turning a recurring job into bounded tools, a reviewable workflow, and a measurable result.
Read article →Turn authorized customer feedback into a decision brief
A repeatable pattern for collecting approved feedback, preserving provenance, grouping evidence, and preparing a human decision.
Read article →Prepare social content for review without automating publication
Use a controlled workflow to assemble platform-ready drafts while retaining factual review, brand review, and publishing approval.
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