Rob Sable: Gen AI and Manufacfuring Community Day

© 2024, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Generative AI in
Manufacturing
2 0 2 4 A W S C O M M U N I T Y D A Y | M I D W E S T
Rob Sable
Sr Solutions Architect
Amazon Web Services

01
Modernize and
reduce tech debt
04
Generative AI in Manufacturing
Democratize
access to data
03
Close the shop
floor skills gap
02
Focus to drive
business value
05 06
3
AI-driven
transformation
Learn more about
Gen AI on AWS

© 2024, Amazon Web Services, Inc. or its affiliates. All rights reserved. 4
THE NEW NORMAL?

93%of industrial companies believe AI will be a game changer
in driving growth and innovation in the sector*
*According to Deloitte study
5

The tipping point for
MASSIVE PROLIFERATION
OF DATA
MACHINE LEARNING
INNOVATION
AVAILABILITY OF
SCALABLE COMPUTE
CAPACITY

Generative AI is powered
by foundation models
Pretrained on vast amounts of
unstructured data
Contain large number of parameters that make
them capable of learning complex concepts
Can be applied in a wide range of contexts
Customize FMs using your data for domain
specific tasks

Generative AI in manufacturing
C O M M O N D E S I R E D B E N E F I T S
8
Increase efficiency
and productivity
New business models
and revenue streams
Reduce time and cost to
innovate with AI

Manufacturing Use Cases
9

CHATBOTS
VIRTUAL ASSISTANTS
CONVERSATION
ANALYTICS
PERSONALIZATION
CONVERSATIONAL SEARCH
SUMMARIZATION
CONTENT CREATION
CODE GENERATION
DATA TO INSIGHTS
DOCUMENT PROCESSING
DATA AUGMENTATION
CYBERSECURITY
PROCESS OPTIMIZATION

Close the Shop
Floor Skills Gap
AGI NG WORKFORCE AND RI SI NG
ATTRI TI ON RATES
UPSKI LL WORKERS FASTER WI TH
MORE CONSI STENCY
12

Learn about procedures, maintenance, and operations, and
get diagnostics and troubleshoot issues.
Interactive
maintenance
& operations
guides
W H A T
Workers can learn about shop floor equipment from
interactive guides and troubleshoot using gen AI applications
trained on company’s data such as user manuals, factory
analytics, procedures and historical failure patterns.
H O W
E F F O R T & B U S I N E S S B E N E F I T
Medium effort | Business agility, staff productivity

Accelerating time to diagnose and repair for a
technician
14

Democratize
Access to Data
WRI TE REPORTS OUTSI DE OF I T
CONNECT TO AN I NCREASI NG NUMBER
OF DATA SOURCES
AUTOMATE REPORTI NG I NSI GHTS
15

Get business intelligence (BI), create compelling
visualizations, and execute complex analysis in seconds.
Generative business
intelligence with
natural language
W H A T
Use natural language prompts to create compelling sharable
data stories, get exec summaries, and receive data-backed
answers with a reimagined Q&A experience.
H O W
Low effort | Improve staff productivity by reducing manual
data wrangling efforts, increase business agility by rapidly
obtaining & incorporating data insights into organization’s
operations.

What if…
17

What if…
18

What if…
19
https://aws.amazon.com/blogs/business-intelligence/announcing-generative-bi-
capabilities-in-amazon-quicksight/

Modernize and
Reduce Tech Debt
I MPROVE THE BUI LDER EXPERI ENCE
REDUCE TI ME TO I DENTI FY AND
RESOLVE I SSUES
20

Accelerate & lower cost of tech modernization efforts, such
as a mainframe migration or refactoring apps, to improve
productivity across the business.
Generative AI-
powered
assistant for
software
development
W H A T
Use generative AI to translate older code to modern
languages. Debug, test, optimize, and create new code.
H O W
Medium effort | Cost savings, business agility, staff
productivity

Amazon Q Developer
Reimagines the builder experience
across the entire SDLC
Helps developers and IT professionals
build and manage secure, scalable,
and highly available applications
Helps you write, debug, test, optimize,
and upgrade your code faster
Converses with you to explore new
AWS capabilities, learn unfamiliar
technologies, and architect solutions

Retire tech debt at scale
Modernize projects and upgrade language version and
dependencies with Amazon Q Developer Agent for code transformation
Q Developer helps you
Drive developer & operations productivity
Get inline coding recommendations, summarize and document code,
scan for security issues, diagnose and troubleshoot bugs, and write unit tests
Improve security and code quality
Modernize and update old code, languages, and dependencies
with code scanning and automated remediation

Driving Business Value
24

Getting started with Gen AI
25
Common challenges Generative AI consideration
What is being generated and what to do
with it—is it API-based, conversational
user interface?
The FM will need to be fined tuned,
preferably with text or visual data, and
verifiable
Inference cost considerations; ROI vs. the
problem we’re solving & savings we create
Is the problem big enough?
Is there a sufficient data set available
and will the result be explainable?
Does the usage or insight need to be
automated into a workflow?

T O G E T B U S I N E S S V A L U E Q U I C K L Y W I T H G E N E R A T I V E A I
26
Key Focus Areas
Get started with generative
AI services for common
business tasks
Manage infrastructure to help ensure
optimal performance and cost
Choose a base FM and customize
it securely and quickly to build
differentiated apps
Enabling builders Cost effectiveness Faster time to value

Learn More
27

AI Use Case
Explorer
Easily find the most relevant AI
use cases with related content and
guidance to make them real
aiexplorer.aws.amazon.com
28

600+ digital
courses

Thank you!
Rob Sable
robsable@amazon.com
30

Rob Sable: Gen AI and Manufacfuring Community Day

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