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Keep pace
with
multitudes
of new
platforms
and cloud
services?
Keep
pace with
new
entrants
to
market?
Keep
pace
with the
expectat
ions of
our own
staff?
Keep pace
with
customer
demands
and market
expectation
s?
Keep our
data and
IP safe
whilst
keeping
pace?
The Future is Here
Behavioural Indicators Attendance, Library, Student Learning System, ICT
Known IndicatorsSchool, NCEA, Deprivation, First in Family, Age, etc
LEARNING ANALYTICS
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
1 2 3 4 5 6 7 8 9 10 11 12
Ave
rage
Wee
kly
Att
edan
ce R
ate
Semester week
Series1 Series2 Series3 Series4 Series5
CLUSTER: ATTENDANCE RATE
LEARNING FROM AUT
AI still in early stages, but
the ROI is well worth the
risk
Transformation starts
with your data estate
How will this change
your business model?
Be playful, experiment,
learn and repeat –
measure always
It’s not a one-off project,
value comes from sustained
effort
HOW WE DO STUFF
Documentation
No MS WordWhite boarding
PrototypeData Dictionary/MDS
Self-documenting toolsTFS & Daily StandupException Reporting
BI on BIWIP Wiki
VisionVision not a Roadmap
Little GovernanceLeading Edge
Early adoptersAvoid being too risk-
adverseWe want all the data
Maximise usage
Strategy Selling +
SponsorshipVC and SLT
We are everywhere‘Powered by the Data
Warehouse’Reportal TV
Regular StoriesOutputs that look great
Paid Work
SpeedTo get the dealExtreme Agile
No Project ManagersRelease 2-3 Weeks
BI on a separate development path
TemplatesQA done by SME
DisruptiveCompetition
Compelling ProjectsEasy wins first
React to the businessDon’t ‘log a job’Use what’s free
It’s not just about reportsFind experts
Innovation Time