Product thinkingComing soon
Why data cleaning needs a review surface
Notes on keeping AI-assisted data cleaning auditable, local-first, and user-controlled.
IMD
Resources / Blog
IMD Blog
Product notes, data-cleaning practice, AI workflow thinking, and IMD release updates will live here.
Latest posts
WorkflowComing soon
From raw tables to result packages
How IMD thinks about import, diagnosis, cleaning, review, and export.
IMD
AI contextComing soon
Designing AI context for data work
How role, language, tools, and domain context make AI answers less generic.
IMD