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Speaker NameSpeaker Title
Speaker Company
CULTURAL DIVERSITY
PARALLEL SESSION STREAMReal-world use cases for AI in Projects
Lance OlsonApplied AI – Dir of PM
Microsoft
Real-world use cases in AI and the impact on projects
In this session we’ll look at the impact of several recent developments in the areas of vision, language understanding, and reinforcement learning on our ability to more effectively carry out projects. We’ll do this by diving into real-world use cases where these breakthroughs are being applied to improve projects through better communication and collaboration, information processing, and decision making.
Azure Cognitive Services
Language
Vision
Speech
Decision
Web search
Bing Spell Check
Custom
Vision
Personalizer
Form Recognizer
Speech Translation
Anomaly Detector Content
Moderator
Content Moderator
Speaker Recognizer
Custom Voice
Speech to Text
Text to Speech
Face
Video
Indexer
Computer
Vision Language
Understanding
QnA Maker
Text Analytics
Translator Text
Bing Web
Search
Bing Custom
SearchBing
Video Search
Bing Image Search
Bing
Local Business
Search
Bing Visual Search
Bing Entity Search
Bing News
Search
Custom Speech
Communication
Field technicians are safer and more efficient with Azure AI
Impact
Increased field productivity by 15-25%
Decreased drive time between sites by 10%
Improved customer satisfaction 20%
550+ pictures per second
AzureBot Service
Azure Machine Learning
Azure Search
Demo: Custom Neural TTS
Actual Voice Recording
Neural Synthetic Voice
Use of computer vision for alt text
This Photo by Unknown Author is licensed under CC BY-SA
Azure Storage
or file system
Customer calls
Speech
to Text
Text Analytics
Sentiment
Analysis
Key Phrase
Extraction
Call intervention
or escalations
Batch processing
Dashboard
App Portal
Speech Real-time processing
Named Entity
Recognition
Domain AwarenessNote on hospital report: “She has not noticed any rashes, and has been afebrile. She says that she feels like it is swollen down in her esophagus as well. In the ED she was given 25mg benadryl IV, 125 mg solumedrol IV and pepcid 20 mg IV”
Key Phrases: benadryl IV, solumedrol, pepcid, rashes, esophagusNamed Entities: ED [Person], 25mg [Quantity-Dimension], Intravenous therapy [Other], 125 mg [Quantity-Dimension], 20 mg [Quantity-Dimension], IV [Person]
Knowledge
Understanding the latent value in all content
Knowledge Mining Pattern
Data in any format,
any Azure store
Annotations
Skillset Search
Ingest Enrich Explore
Ingest Enrich
Your data source
Translation
AML models
experience 2
3
1
document
primaryImage
secondaryImage
History
Origin
Construction
Design
Material
Aesthetics
Tourism
Access
Popularity
Ingest
Background on Eiffel Tower
Enrich Explore
experience 2
3
1
document
primaryImage
secondaryImage
History
Origin
Construction
Design
Material
Aesthetics
Tourism
Access
Popularity
Key phrase extraction
Language
detection
Automatic
translation
Named entity
extraction
Clause
extraction
Risk
identifier
Azure Web App
Enrich Explore
Cognitive skills Custom skills
Azure Cognitive Search
Search Index
PDFs
Ingest
Images
Azure Blob Storage
Ingest
Magazine metadata
Magazine images
Ingest Explore
Magazine metadata
Magazine images
Image tagging
Geo-point extractor
Custom object detector
Similar image tagger
Biography enricher
Search Index
Azure Web App
Enrich
Azure Cognitive SearchAzure Blob Storage
Auditing and compliance
Customer feedback analytics
Technical content review
Digital asset management
Business process automation
Catalog search
Decisions
DemosPersonalization
Anomaly Detection
Real-world use cases in AI and the impact on projects
In this session we’ll look at the impact of several recent developments in the areas of vision, language understanding, and reinforcement learning on our ability to more effectively carry out projects. We’ll do this by diving into real-world use cases where these breakthroughs are being applied to improve projects through better communication and collaboration, information processing, and decision making.
Speaker NameSpeaker Title
Speaker Company
CULTURAL DIVERSITY
PARALLEL SESSION STREAMReal-world use cases for AI in Projects
Lance OlsonApplied AI – Dir of PM
Microsoft
