SlideShare a Scribd company logo
Acceleratingthe
Packaging
DesignProcess
withAI
ConsumerGoodsTechnology
Designers Are Pushing
The Boundaries Of The
Design Form—from
Function To Aesthetics.
3
Exciting trends in color, illustration, form and
other design elements are coming together
to create unexpected product packaging that
helps brands break through the clutter of
competition.
Innovationedge Copyright 2020
Trend 1: Ecommerce and Branded Packaging
4
• Ecommerce products don’t have the luxury of being seen, and touched, in real life, so
they need to leverage everything they have available to tell their brand story and build a
connection with their audience—and that starts with their packaging.
• Branded packaging is especially important for subscription boxes, where the box itself becomes the only
representation of the brand since the contents feature other brands and products.
• Subscription boxes take a more
comprehensive approach to their
packaging design—and to use their
packaging as an opportunity to tell
their brand story, communicate their
key messaging and build a deeper
connection with their ideal
customers.
Innovationedge Copyright 2020
Trend 2: Artful Designs
• Artful designs that show fascinating ideas like “metamorphoses” are poised
to be one of the biggest packaging trends in 2020.
• Embrace this more artistic, avant garde packaging trend as a way to stand out
from the crowd and create something new and different.
5
Innovationedge Copyright 2020
Trend 3: Eco-Friendly Packaging
• Climate change has officially become a crisis. So one of the
most important packaging design trends of 2020, without a
doubt, sees brands taking a more eco-friendly approach to
packaging.
6
Innovationedge Copyright 2020
AI and Design
Innovationedge Copyright 2020
8
• Once a basic design is established and a
few parameters provided, a smart AI
system could generate a selection of
design alternatives to present to the
designer, who would then choose the
best design according to his/ her
preference.
• Leveraging those design opportunities is
not going to happen by magic, but by
designers co-creating with AI as our
creativity sits in the crosshairs of art,
science, engineering, and design.
AIWill Present A Series Of Exciting Opportunities
Innovationedge Copyright 2020
AI Creates MultipleVariants
• Artificial Intelligence helps
designers create multiple
variants after recognizing a
pattern.
• The algorithm extracts colors
and patterns of a design and
then creates thousands of
variants, within the range of
identified colors and patterns.
• This application is extensively
useful for designers.
Innovationedge Copyright 2020
10
Case Study: Nutella
About the Project:
• Nutella’s manufacturer Ferrero partnered with its advertising
agency Ogilvy & Mather Italia to devise a plan to get people to
buy more Nutella.
• The company provided the software with a database of patterns
and colors that Ferrero felt fit with the hazelnut spread brand.
• The synergy of AI, design, and marketing utilized AI’s ability to
decipher, generate and print unique images.
• Nutella created 7 million one-of-a-kind jar designs for their Italian
market.
• It was wildly successful, inspiring over 10,000 consumer videos
and selling out every jar within 30 days.
Innovationedge Copyright 2020
AI design techniques aren’t especially new, but deep
reinforcement learning is a relatively new technique
that emerged in the last three to four years and is
responsible for much of the recent excitement and
progress of AI as a discipline.
Innovationedge Copyright 2020 11
World of Possibilities
When humans and computers
work together, they can do
amazing things that neither
could do alone.
Take a look at Michael
Hansmeyer’s unimaginable
shapes.
No person could draft these
shaped by hand, but they are
buildable.
Innovationedge Copyright 2020 12
www.oreilly.com
Acceleratingthe
Packaging
DesignProcess
withAI
ConsumerGoodsTechnology
Accelerating
IdeastoMarket
By connecting content assets to
data throughout the product
lifecycle from ideation to support.
For a more efficient digitalsupply
chain, and an increase in the value
of the assets.
Trustworthybrands(are)obviouswinnersin
uncertaintimes,butexecutioniseasiersaidthan
done.Thosewhodoitrightwillbewellrewarded.And
sowilltheircustomers.
—JebGleason-Allurd-GCIEditorinChief
Product Life Cycle
1
6
Create Make Sell
Materials Design PhotoStudio
Campaign Design ProductKnowledge
ContentHub
PackagingDesign
Content + Data = Information
MATERIALS
—
Suppliers,
pricing,
availability*,
swatches
PHOTO STUDIO
—
Model,
photographer,
location,
logistics*
CAMPAIGNDEVELOPMENT
—
Seasonality,usage
rights,productrelease
timing*
PACKAGING
—
Image cropping,
labelling info,
localization*
CONTENT
—
Where used,asset
owner,retirement
dates
PRODUCTKNOWLEDGE
—
On sale dates,SKUs,
productoptions*
*Data from business systems
DESIGN
—
Product
specifications*,
virtual
prototyping
Design
Packaging
Faster
• Trend to use turn-key components
• Preview, access, customize designs
• Localization needs
• Complex Workflows
Packaging Design
Roadblock
Technical and creative information collides with file formats
whenever packaging is involved. Packaging designers are
called on to localize designs for multiple markets and change
specific elements.
Real-LifeExample
A cosmetics company streamlined the packaging approval
process by having relevant data attached to visuals.
BusinessBenefits
Less waste, more efficient approvals process, reduced
localization costs, increased collaboration.
TimeSaved
The packaging approval process was reduced from 4 weeks
to 4 days.
20
Derivatives
Where used | Parents | Publication
Relations and Tracking
• Derivatives
• Derived from
• Published proxies
• Translations
Summer Sale
65% off
Apply
MachineLearning
for developing metadata models to
drive more accurate user search
experience
22
Generic
Connect to a broad set of public services for common use cases (general
classification, enrichment, OCR, speech-to-text, etc.).
Commodity models provide generic services.
Business-Specific
Deliver highly relevant insights and enrichments to enable specific
business use cases / domains.
Custom models deliver more meaningful outcomes for business.
There are
2 types of AI
Enrich.
Decide.
Optimize.
23
Generic AI
Configurable
Configure content structure
and processes
Normalized
Use different providers for
more power
Scalable
Enrich bilions of documents
and digital assets
Consolidated
Enrich documents
and searches
Rekognition
Image& Video
Transcribe
Textract
Comprehend
Translate
23
Business-Specific
AI/MLServices
ContentBots
Secure, customer models trained
on your own content.
Multiple Inputs/Outputs
Train with both content
(documents, media) & data.
Predict multiple values at once.
ContinuousTraining
Content bots continuously evolve
in an automated training cycle.
Active Learning
Gamified “human-in-the-loop”
system for over-the-shoulder
validation & learning.
ContentCreation
Track all-machine generated
content (metadata) and
corrections.
Performance Monitoring
Real-time performance reporting.
Quickly identify corruptions &
degradation in models.
Fail Proof
All content actions are reversable.
Models are versioned & can be
reverted to previous versions.
Auditable
Review training and evaluation
datasets for each Content Bot.
Enterprise-ready ML.
PackagingUseCase
LifestyleImage ProductImage
ShotType
Single Product, Multi product Front,
Side, Details, Back,...
Image asset
Location
Geography, Language, Season,...
RelatedProducts
Accessories , Cases, etc.
GettheFinalPackage
EarlyEnough
Testing is a critical element
for success
WhereDoesNuxeoFit?
Materials
Library
Reference library of elements
that designers apply to a new
product
Designand
Prototyping
Creating prototypes for
sell-in and manufacturing
approval
Photo
Studio
High-volume, highly-
structured product or lifestyle
photography and video with
well-defined outputs
Packaging
Design
Creative design of packaging and labels,
often with exacting technical and legal
requirements
ContentHubs
&Portals
Collection of content and metadata from
upstream creative processes for distribution
to marketing, retail, and sales channels
ProductKnowledge
Management
Collection of product information, including
visuals, documentation, and metadata, to
support sellers and customer support
CreativeCampaign
Development
Photography, video, copy,
and other unstructured
campaign content
28
Think
Beyond
Medatada
29
30
Consistent view of product related assets
and associated data throughout the product value chain
Revenue growth through reduced time to market
Thankyou!
nuxeo.com/pclm

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Accelerating the Packaging Design Process with Artificial Intelligence

  • 2.
  • 3. Designers Are Pushing The Boundaries Of The Design Form—from Function To Aesthetics. 3 Exciting trends in color, illustration, form and other design elements are coming together to create unexpected product packaging that helps brands break through the clutter of competition. Innovationedge Copyright 2020
  • 4. Trend 1: Ecommerce and Branded Packaging 4 • Ecommerce products don’t have the luxury of being seen, and touched, in real life, so they need to leverage everything they have available to tell their brand story and build a connection with their audience—and that starts with their packaging. • Branded packaging is especially important for subscription boxes, where the box itself becomes the only representation of the brand since the contents feature other brands and products. • Subscription boxes take a more comprehensive approach to their packaging design—and to use their packaging as an opportunity to tell their brand story, communicate their key messaging and build a deeper connection with their ideal customers. Innovationedge Copyright 2020
  • 5. Trend 2: Artful Designs • Artful designs that show fascinating ideas like “metamorphoses” are poised to be one of the biggest packaging trends in 2020. • Embrace this more artistic, avant garde packaging trend as a way to stand out from the crowd and create something new and different. 5 Innovationedge Copyright 2020
  • 6. Trend 3: Eco-Friendly Packaging • Climate change has officially become a crisis. So one of the most important packaging design trends of 2020, without a doubt, sees brands taking a more eco-friendly approach to packaging. 6 Innovationedge Copyright 2020
  • 8. 8 • Once a basic design is established and a few parameters provided, a smart AI system could generate a selection of design alternatives to present to the designer, who would then choose the best design according to his/ her preference. • Leveraging those design opportunities is not going to happen by magic, but by designers co-creating with AI as our creativity sits in the crosshairs of art, science, engineering, and design. AIWill Present A Series Of Exciting Opportunities Innovationedge Copyright 2020
  • 9. AI Creates MultipleVariants • Artificial Intelligence helps designers create multiple variants after recognizing a pattern. • The algorithm extracts colors and patterns of a design and then creates thousands of variants, within the range of identified colors and patterns. • This application is extensively useful for designers. Innovationedge Copyright 2020
  • 10. 10 Case Study: Nutella About the Project: • Nutella’s manufacturer Ferrero partnered with its advertising agency Ogilvy & Mather Italia to devise a plan to get people to buy more Nutella. • The company provided the software with a database of patterns and colors that Ferrero felt fit with the hazelnut spread brand. • The synergy of AI, design, and marketing utilized AI’s ability to decipher, generate and print unique images. • Nutella created 7 million one-of-a-kind jar designs for their Italian market. • It was wildly successful, inspiring over 10,000 consumer videos and selling out every jar within 30 days. Innovationedge Copyright 2020
  • 11. AI design techniques aren’t especially new, but deep reinforcement learning is a relatively new technique that emerged in the last three to four years and is responsible for much of the recent excitement and progress of AI as a discipline. Innovationedge Copyright 2020 11
  • 12. World of Possibilities When humans and computers work together, they can do amazing things that neither could do alone. Take a look at Michael Hansmeyer’s unimaginable shapes. No person could draft these shaped by hand, but they are buildable. Innovationedge Copyright 2020 12 www.oreilly.com
  • 14. Accelerating IdeastoMarket By connecting content assets to data throughout the product lifecycle from ideation to support. For a more efficient digitalsupply chain, and an increase in the value of the assets.
  • 16. Product Life Cycle 1 6 Create Make Sell Materials Design PhotoStudio Campaign Design ProductKnowledge ContentHub PackagingDesign
  • 17. Content + Data = Information MATERIALS — Suppliers, pricing, availability*, swatches PHOTO STUDIO — Model, photographer, location, logistics* CAMPAIGNDEVELOPMENT — Seasonality,usage rights,productrelease timing* PACKAGING — Image cropping, labelling info, localization* CONTENT — Where used,asset owner,retirement dates PRODUCTKNOWLEDGE — On sale dates,SKUs, productoptions* *Data from business systems DESIGN — Product specifications*, virtual prototyping
  • 18. Design Packaging Faster • Trend to use turn-key components • Preview, access, customize designs • Localization needs • Complex Workflows
  • 19. Packaging Design Roadblock Technical and creative information collides with file formats whenever packaging is involved. Packaging designers are called on to localize designs for multiple markets and change specific elements. Real-LifeExample A cosmetics company streamlined the packaging approval process by having relevant data attached to visuals. BusinessBenefits Less waste, more efficient approvals process, reduced localization costs, increased collaboration. TimeSaved The packaging approval process was reduced from 4 weeks to 4 days.
  • 20. 20 Derivatives Where used | Parents | Publication Relations and Tracking • Derivatives • Derived from • Published proxies • Translations Summer Sale 65% off
  • 21. Apply MachineLearning for developing metadata models to drive more accurate user search experience
  • 22. 22 Generic Connect to a broad set of public services for common use cases (general classification, enrichment, OCR, speech-to-text, etc.). Commodity models provide generic services. Business-Specific Deliver highly relevant insights and enrichments to enable specific business use cases / domains. Custom models deliver more meaningful outcomes for business. There are 2 types of AI Enrich. Decide. Optimize.
  • 23. 23 Generic AI Configurable Configure content structure and processes Normalized Use different providers for more power Scalable Enrich bilions of documents and digital assets Consolidated Enrich documents and searches Rekognition Image& Video Transcribe Textract Comprehend Translate 23
  • 24. Business-Specific AI/MLServices ContentBots Secure, customer models trained on your own content. Multiple Inputs/Outputs Train with both content (documents, media) & data. Predict multiple values at once. ContinuousTraining Content bots continuously evolve in an automated training cycle. Active Learning Gamified “human-in-the-loop” system for over-the-shoulder validation & learning. ContentCreation Track all-machine generated content (metadata) and corrections. Performance Monitoring Real-time performance reporting. Quickly identify corruptions & degradation in models. Fail Proof All content actions are reversable. Models are versioned & can be reverted to previous versions. Auditable Review training and evaluation datasets for each Content Bot. Enterprise-ready ML.
  • 25. PackagingUseCase LifestyleImage ProductImage ShotType Single Product, Multi product Front, Side, Details, Back,... Image asset Location Geography, Language, Season,... RelatedProducts Accessories , Cases, etc.
  • 26. GettheFinalPackage EarlyEnough Testing is a critical element for success
  • 27. WhereDoesNuxeoFit? Materials Library Reference library of elements that designers apply to a new product Designand Prototyping Creating prototypes for sell-in and manufacturing approval Photo Studio High-volume, highly- structured product or lifestyle photography and video with well-defined outputs Packaging Design Creative design of packaging and labels, often with exacting technical and legal requirements ContentHubs &Portals Collection of content and metadata from upstream creative processes for distribution to marketing, retail, and sales channels ProductKnowledge Management Collection of product information, including visuals, documentation, and metadata, to support sellers and customer support CreativeCampaign Development Photography, video, copy, and other unstructured campaign content
  • 29. 29
  • 30. 30 Consistent view of product related assets and associated data throughout the product value chain Revenue growth through reduced time to market