PAIN ! - Don’t get
started on data!
What school systems want:
● Direct access to their data from
● Help managing their data;
● Better data warehousing and data
mart solutions that provide
actionable, real-time data;
● Common data standards that are
shared among software vendors.
Citation: research report from EdSurge:
“School and Software, What’s Now and
School systems “Frankenstein” multiple
software products ...
“Give me my $#%* data.”
“It’s our data. Why do we have to negotiate
xAPI tracking all kinds of learning experiences
Recording Learning Events
Learning happens in interactions:
Instructors, Peers, Experts….
Contents: Courses, Books,
Web pages, Games, AR ….Activities(making, exercises,
researching, online, offline ….)
Course Webpage Game Simulator
LRS Learning data
is sent to LRS
can be delivered
Goal: Data Loops AND Action Loops
Activity/Agent Profile API
IRS, Quiz service
AcrossX Solution: Integration of Workflow and Data flow
Videos or MOOC platform