Building a streaming technology solution to action on real time insights - University of Alberta Artificial Intelligence Lab

1. Building a Streaming Tech Stack and
Actioning on Real Time Insights:
ATB Financial - University of Alberta
AI Lab

2. 2
Information Redundancy
delay
Sending system
timeline
Pub/Sub timeline
late arrival
𝛴1hour
xit
False trigger#1: What’s going
on? Why customer activity is so
low?
False trigger#2: What’s going
on? Is system under a fraud
attack?

3. 3
Information Redundancy, cont’d
Sending system
timeline
Pub/Sub timeline
“Artificial” sending system
transactions based on historical data
𝛴1hour
xit
splicing series

4. 4
Software redundancy
“Raw” data topics
“Derived” data topics
Pub/Sub 𝛴1hour
xit
Handler#1
Handler#2
+?
+?
Data query topics
Q: Who has 𝛴1hour
xit
? Urgent!
A: I do, here it is

5. Data Pipelines
5

6. Data Pipelines
6

7. Data Pipelines
7

8. Data Pipelines
8

9. Data Pipelines
9