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Trifacta's Transformational Platform

Talkat Strata Conference 2014 · 2014-02-11..02-13· [data-engineering, databases]
speakerdeck:jhellerstein
slides:none on file

Company founded in 2012 builds a data-wrangling platform that surfaces suggestions as users point and highlight messy fields, showing live previews of transformation outcomes. Research basis: 35 analysts at 25 companies report spending 80% of their time cleaning data. Core idea is predictive interaction — visual cues plus recommendations rather than fully automated cleansing. Roadmap adds machine learning to learn from user actions and apply lessons across datasets; prototyping includes paper-to-digital healthcare pipelines in developing regions.

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