CULTURAL DIVERSITY...We’ll do this by diving into real-world use cases where these breakthroughs...

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