[daf 2017] digital analytics 4.0: are you ready?
TRANSCRIPT
Digital Analytics 4.0: Are You Ready?
Neil MasonDigital Transformation Lead
Accenture Digital
Director Emeritus DAA
Digital Analytics: 1.0
Digital Analytics: 2.0
Digital Analytics: 3.0
Digital Analytics: 3.0
Digital Analytics: 4.0
Digital Analytics
The Physical gets Digital
Source: Walkbase
Source: Euclid Analytics
The Physical gets Digital
Digital is Everywhere
More digital means more data but…
…it also now means greater governance
Right to…
Be Informed
Access
Rectification
Deletion
Restrict Processing
Data Portability
Object
Not to be profiled
Privacy Data
By Design
Digital Analytics
Descriptive“What happened?”
Predictive“What might happen?”
DigitalAnalytics
PredictiveAnalytics
Descriptive Predictive
DigitalAnalytics
PredictiveAnalytics
Predictive
Descriptive“What happened?”
Predictive“What might happen?”
Prescriptive“What should I do?”
Simulation &Optimisation
PredictiveAnalytics
Prescriptive
Data
Insight
Action
10% discount
offer
30 days before
expiry
Contact by email
Anna has a high propensity to churn…
“Do something!”
Repeat via SMS
after 5 days
“Do this…”
1. It involves little physical contact or manipulation of things
2. It involves answering data dependent questions
3. It involves quantitative analysis
4. Consistent performance is critical to your role
5. It involves the creation of data-based narratives
6. There are well defined rules for performing the work
Your job is due to be automated if:
Source: Only Humans Need Apply: Winners and Losers in the Age of Smart Machines by Thomas H. Davenport and Julia Kirby
Digital Analytics: 4.0
What does this mean for us?
Digital Analytics: 1.0
Digital Analytics: 2.0
Digital Analytics: 4.0
Digital Analytics: 3.0
Technician
Reporter
Analyser
??
Data
Insight
Action
Outcomes
Digital Analytics
What does digital mean in the digital age?
What happens when the machines take over?
Merci ☺