The document discusses various topics related to artificial intelligence including: - The importance of data and different types of AI like cognitive services that can be used with PowerApps. - How IKEA has become the 10th largest food service company in the world by applying their core business principles of reducing costs and maintaining quality to their food offerings. - How data from a company's core business can provide insights, drive business strategies, deliver innovations, and ensure data protection. - How cloud computing enables the new world of data, AI, digital transformation, and democratizing artificial intelligence. - An overview of Azure AI solutions and Azure Cognitive Services like language, vision, speech, decision, and various APIs

1. Junio 2020
Pon un poco de AI
en tus Power Apps
Marco Amoedo
CTO Microsoft KPMG EMEA
MVP Microsoft Business Applications

2. Agenda
La importancia de los
datos
Tipos de AI
Cognitive Services con
PowerApps
Más allá

5. IKEA the largest furniture
retailer in the world
€38B in revenue
400+ Stores
5th retail brand by value

6. IKEA the 10th
largest food service
company in the
world
€1.8B in IKEA FOOD
30% of Ikea Food’s customers are
coming to the stores just to eat.
Swedish biggest exporter of
lingonberry
Photo by Mabel Lu https://www.flickr.com/photos/mabeleaff/11251336926/
“This might sound odd, but it’s
almost something we didn’t
notice” IKEA Food Director

7. IKEA Food
Cómo Pasó?
IKEA applied their core
business principles to reduce
costs, maintain quality, and
deliver a low price offering
core business keep innovating
New food offerings adapted to
different regions (e.g. ‘Ribs’ in
NA). More food variety and
new partnerships
IKEA used the same data and
tools from their core business
to predict and plan food
demand. Achieving a 30%
waste reduction
data focus
IKEA Food crece más rápido que el negocio principal con
650M de comensales al año en más de 48 paises

9. Goldman explotó
información pública para
su ventaja comeptitiva
13.5% growth
Top Global Equity Fund

10. Los datos son la mercancía más valiosa
Provide Insights
Data can be mined and
processed to help drive
business strategy.
Drive the Business
Businesses should
become Data-driven to
operate efficiently
Deliver Innovation
Data powers Predictive
Analytics and Artificial
Intelligence
Ensure Protection
Data must be secured
and used ethically to
ensure trust

11. Transformation & Technology

12. La nube hace posible este nuevo mundo
DATA A.I.Cloud Computing

13. Democratizar la Inteligencia Artificial
page
013
“The last 10 years have been about building
a world that is mobile-first. In the next 10
years, we will shift to a world that is AI-first.”
Sundar Pichai, CEO of Google
“AI is the defining technology of
our times."
Satya Nadella, CEO of Microsoft
“A.I. is in a ‘golden age’ and
solving problems that were once in
the realm of sci-fi”
Jeff Bezos, CEO of Amazon

14. Cloud
Data A.I.
Digital
Transformation

15. El panorama de la IA

16. AI Landscape
e.g.
Relationship
Analytics
Diseños Sugeridos
e.g.
AI Builder
e.g.
Customer Insights
Customer Service
Insights
e.g.
Custom
Smart&Pool

17. Azure AI - Soluciones
AI apps & agentsKnowledge miningMachine learning

18. Azure Cognitive Services
Language
Vision
Speech
Decision
Web search
Conversation transcription capability
Language Understanding
Ink Recognizer
Personalizer
Computer Vision
Neural Text-to-Speech
Anomaly Detector
Content Moderator
Speech Service Device SDK
Speech transcription
Text-to-Speech
Custom transcription
Speech Service API
Text Analytics
QnA Maker
Bing Spell Check
Content Moderator
Text Analytics
Translator Text
Custom Vision
Form Recognizer
Face
Video Indexer
Bing Web Search
Bing Custom Search
Bing Video Search
Bing Image Search
Bing Local Business Search
Bing Visual Search
Bing Entity Search
Bing News Search
Bing Autosuggest

19. Conversational
QnA
Human Parity
89.4%
Stanford CoQA
challenge
Speech
Synthesis
Near Human Parity
98.64%
Neural TTS MOS similarity
to human recording
Machine
Translation
Human parity
69.9%
MT research system
Machine Reading
Comprehension
Human parity
88.5%
SQuAD reading
comprehension text
Speech
Recognition
Human parity
5.1%
Switchboard speech
recognition test
Object
Recognition
Human parity
96%
RESNET vision
test 152 layers
May 2016
Jan 2018
May 2017
May 2018
Aug 2018
April 2019

20. Demo
¿Qué puede hacer Cognitive Services por mi?

21. Integrando IA sin código
REST API
[JSON]
Developers No Code and Low Code
SDK Containers
Azure subscription + Cognitive Services resource

22. Speech-to-Text
Speech SDK Devices SDK AI Containers Languages Voice Models
Text-to-Speech Speech Translation Custom Speech Models
Servicios de Voz

23. Sentiment
analysis
Key phrase
extraction
Named entity
recognition
Language
detection
AI Containers LanguagesTA SDK
Servicios de Texto

24. Demo
Transformando voz en inteligencia

25. Cúal es el password de la
wifi?
Hay wifi?
Cómo me conecto a la Wi Fi?
Cómo me conecto?
Cual es la wifi?
QnA Maker

26. QnA Maker
INGESTA DE KB SOPORTE PARA
DOCUMENTOS O WEB FAQ
GENERA MODELO
CONVERSACIONAL

27. Demo

28. Azure ML
Azure Machine
Learning service
Build appCollaborate Release app Monitor app
ML Ops

29. Demo
Smart & Pool

30. ¡Muchas gracias!