First Thoughts: Putting Artificial Intelligence into the Business Enterprise
-
Upload
james-janega -
Category
Data & Analytics
-
view
45 -
download
0
Transcript of First Thoughts: Putting Artificial Intelligence into the Business Enterprise
![Page 1: First Thoughts: Putting Artificial Intelligence into the Business Enterprise](https://reader036.fdocuments.net/reader036/viewer/2022062820/58ab9f741a28abdf3c8b4693/html5/thumbnails/1.jpg)
First thoughts on AI for the enterpriseJames Janega
![Page 2: First Thoughts: Putting Artificial Intelligence into the Business Enterprise](https://reader036.fdocuments.net/reader036/viewer/2022062820/58ab9f741a28abdf3c8b4693/html5/thumbnails/2.jpg)
2
AI architecture: Evolving
Predictive Analysis
Fewer analysis layers
Different dominant designs for different use cases
Deeper analysis layers
Neural Networks
Dat
a M
inin
g
(Sup
ervi
sed
Lear
ning
, pr
edic
tions
on
train
-and
-test
)
“Art
ifici
al In
telli
genc
e”(A
lgor
ithm
s on
dat
a m
inin
g an
d re
al-ti
me
mac
hine
le
arni
ng)
Mac
hine
Lea
rnin
g(U
nsup
ervi
sed
Lear
ning
)
Banks
Netflix
Amazon
Next Gen Apps, experiments
![Page 4: First Thoughts: Putting Artificial Intelligence into the Business Enterprise](https://reader036.fdocuments.net/reader036/viewer/2022062820/58ab9f741a28abdf3c8b4693/html5/thumbnails/4.jpg)
4
WINDOW – Which INnovation strategy DO I Want?Customer Preference/Competitive
Advantage Known
Customer Preference/Competitive Advantage Unknown
Supp
orts
/ A
utom
ates
Ex
istin
g Pr
oces
ses
Disrupts / C
hanges Existing Processes
Consider new products powered by supportive technology via lower costs, lower time-to-market
Use technology to enhance existing business practices
1
2
3
4
A. Contract proof-of-concept apps
B. Partner with domain expert
C. Consider acquisition
Build APIs
Consider open innovation
![Page 5: First Thoughts: Putting Artificial Intelligence into the Business Enterprise](https://reader036.fdocuments.net/reader036/viewer/2022062820/58ab9f741a28abdf3c8b4693/html5/thumbnails/5.jpg)
5
Considerations:
1
2
3
4
Consider new products powered by supportive technology via lower costs, lower time-to-market
Use technology to enhance existing business practices
Contract proof-of-concepts, partner with domain expert, or consider acquisition
Build APIs, consider open innovation
Staff development, outsource/hire consultants, assess organization on SWOT, roadmap to desired future state
Consider foundational enablers: Maturity of cloud storage and data management readiness
Consider market size, value of partnering with complementary services, joint-venture and partnership diligence and governance
Develop API layer atop data, build open innovation capabilities, IP and legal considerations, compliance issues in regulated industries
Source: Slalom analysis, Gartner
![Page 6: First Thoughts: Putting Artificial Intelligence into the Business Enterprise](https://reader036.fdocuments.net/reader036/viewer/2022062820/58ab9f741a28abdf3c8b4693/html5/thumbnails/6.jpg)
6
Read more:
James Janega: Innovation, Insights, and What’s Nextjamesjanega.wordpress.com