Visualization practitioners · 6 source sections
I make visualizations
A bounded workflow plan naming what to delegate, what to inspect, who accepts it, and when to stop or revert.
OpenFor your work
One evidence base. Six different decisions.
Each route assembles the relevant source sections in a different order, adds role-specific framing and proof standards, and points toward a concrete working output. Open any step to read the research itself without returning to an omnibus page.
Analytics and BI leaders · 5 source sections
I govern analytics
An approval packet that distinguishes available controls, locally verified behavior, operating authority, and unresolved deployment evidence.
OpenResearchers and evaluators · 5 source sections
I study visualization
A study or audit design that targets the first missing consequential receipt instead of adding another disconnected metric.
OpenNewsrooms and public explainers · 5 source sections
I publish for readers
A publication and correction plan that names what AI may assist, what editorial authority must inspect, and what readers still need tested.
OpenProduct and system builders · 5 source sections
I build AI systems
A bounded mechanism decision with one falsifiable local test, an observable failure surface, and a rollback or recovery path.
OpenEducators and accessibility leads · 5 source sections
I teach or evaluate access
A learning and access plan naming what may be assisted, what must be practiced independently, and whose outcomes will be observed over time.
Open