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AI era - Coggle Diagram
AI era
AI is good at
extract summary from many documents
visualize data flow
explain the code/text in user friendly way
predict consequences
find "weak places"
point of failure
risk analysis
deep research
following the rules
Data Issues
Noise
Not Trusted Sources
No Understanding what to search in it
Analysis Paralysis
Fake News / Missleading
Not complete
Controversial / Conflict
Late / Outdated
BIG AI
Optimize KPI
of the Company
Efficiency
ROI
Find income streams
stable
business model
b2b sales
b2c sales
triggered
by Vendors
by Behaviour
by State
seasonal
by Calendar Events
aka Winter / Summer
Knowledge
reduce mistakes
improve
understanding
deep knowledge
educating during work
Cover gaps
Fast prototyping
PoCs
Growth Hacking
"Lean Startup" approach
Domain Knowledge
processes
influences
"key" events
Strategy / Tactics
Invest
multiple xN
Economy
Speculate
Extract
useful information
from stream of data
Who consume this?
Customer
Increase Company
product/service value
Increase
Customer
value
Social Scores?
Potenial
Wellness
Business
in what way?
avoid mistakes
active sales?
new behaviour?
Categorise
Predict
Summary
Enrich data
What makes company great?
Sufficient
Resources
stable business model
potential to grow
in height
new territories
in width
more products
more services
market segments
market size
up trends
new markets
innovation
disruption
low/none competition
Clear Purpose
Beyond Profit
Purpose-driven
innovation
TBD ... many social factors ...
Financial Results
for investors/owners
Impact on Society
Data
Customer
Generates Data
Behavior Patterns
Known
Unknown
Goverment
Regulations
Laws
Restrictions
Internal
Code base
Databases
Architecture
Use-case /
Corner cases /
Exceptions
Unit tests
Jira Tickets
Tech stack
Allocated Resources
Schemas
Standards
Protocols
APIs
SDKs
Market
Standards
ISO
Best Practices
Market Leaders
Finances
by Country
by Town
Events
Segments
Demands
Trends
Company
Products
Services
Customer Value
Costs of Running