Embed Size (px)
Citation preview
Use this title slide only with an image
@timoelliott
Timo Elliott, SAP
Data Intelligence et Machine Learning : levier d’innovation dans les processus métiers.
Les algorithmes gagnent du terrainTranscrire la voix Lire sur les lèvres Décrire des images
Jouer à Go
“JPMorgan software does in seconds what took lawyers 360,000 hours”
Remplacer les avocats
Les algorithmes gagnent du terrain
“Les applications intelligentes vont transformer le lieu
de travail” GARTNER
Page 5
Business Miner
Data mining for mainstream business users
Un diapositive de 1996!
Internal use only 6
Pret A Manger
Internal use only 7
© 2014 SAP AG. All rights reserved. 8
Planification
Knowledge
Check Past Sales
Check Forecast
Check Must Stock
Run and Check Range
Tool
Set 60%/70% Fixed First Production
Hot Food Continuous
Replenishment
All Other Food Monitor for 2nd
and 3rd Variable
Productions
© 2014 SAP AG. All rights reserved. 9
Planification automatique
Ventes
Gamme de base
Méteo
Evènements
© 2014 SAP AG. All rights reserved. 10
Internal Data
External Data
Slow and Steady DataTransactional,
Changeable Data
POS Data
Deliveries
Store Attributes
Store Org Structure
Store Placement
Store Staff
Store Visibility, Signage
Competitor Store Attributes
Census, ONS Data
POI Data
GIS Competitor and Cannibalisation
Footfall
Weather
Events
Real Estate
Choisir un nouvel emplacement de magasin
Situational Awareness
What do I need to do right now?
Prediction
What can I expect to happen?
Suggestion
What do you recommend?
Notification
What do I need to know?
Perception
What’s happening
now?
Nouveaux processus d'Intelligence Artificielle
Automation
What should I always do?
Prevention
What can I avoid?
Source: Ray Wang, Constellation Research
SAP Clea: Applications intelligentes
S/4HANA Invoice matching
SuccessFactors CV Matching
Engine
Cloud 4 Ccustomer Service Buzz Clustering
Cloud 4 Customer Automated Sales
Forecast
Machine Learning as a Platform
Hybris YAAS.IO Recommender
« Une grande responsabilité est la suite inséparable d’un grand
pouvoir »
Le monde change…
![[Agile Testing Day] Test & Métiers](https://img.pdfslide.us/doc/110x75/58ee50361a28ab75228b4567/agile-testing-day-test-metiers.jpg)
