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The year might be coming to an end, but plenty of design trends are still beginning to emerge. It’ll be interesting to see how many of these website design elements remain popular into the new year. From vintage elements to circles to happier feelings, there’s a lot to play with here.

Here’s what’s trending in design this month…

Old-School Print Inspired

Vintage design elements seem to circle back in new iterations at a pretty frequent pace. This time website designers are finding inspiration from old-school print design.

These projects mimic the look of old newspapers and magazines with styles that look like news or advertising content. One of the most exciting takeaways might be color, with beige backgrounds that almost seem like aged paper.

Note the font choices, scale, and imagery as well. All of these things have an old-school feel that’s modern enough to help encourage interaction.

Each of these designs keeps visitors engaged with trendy effects that pair with the vintage aesthetic so that while there’s an old-school look, the overall design is modern and fresh.

The portfolio of Niccolo Miranda feels like a “WAR” day on the front page of a major newspaper, but with modern touches – computer illustrations, animated images, and button-style icons.

Enfant Sauvage Music takes on the feel of an old-style newspaper or magazine ad with a single color design and grainy imagery. An oversized funky pointer on hover and side navigation keeps the design interesting.

Kalso uses a giant timeline with typography and effects that mimic the era on the screen. Animation and motion keep the design with the times and on-trend.

Center-Screen Circles

Circles seem to be a website design trend that just never goes out of style – it only evolves.

The newest iteration includes center-screen circles. And you can use them in all kinds of different ways. The nice thing about a circle is the shape is innately harmonious and can pull a design together and make everything feel together and unified.

They can be an excellent container for text or other elements or serve as a button.

Circles work with almost any overall design pattern, in any color, and with virtually any type of image or video. The shape is practically perfect! (That’s why it’s a trend that never really gets old.)

Each of these examples uses a center-screen circle in a slightly different way.

Aflote uses a center circle as part of its overall branding effort and to help draw the eye from the split-screen images to the center arrow, encouraging users to scroll to the next bit of content. Color helps here, and the circle is a container for brand and some other content with a nice layer on top of the images.

One Ocean Science uses one of the oldest circles we know – the globe – as a dominant art element that rotates in the center of the screen. The layer on top – the exact text in multiple languages – gets extra attention thanks to the center placement. The design also uses a top left corner circle for branding and a bottom right corner circle as a CTA, helping create a visual flow through the design from top to center to bottom to click.

To Be Love uses a fantastic animated set of concentric circles to pull together the name of the event and draw interest to the CTAs. The circle is just the right size in a sea of black sky to draw the eye to the content in the middle of the screen.

Lighter, Happier Designs

After a couple of years of pandemic life and a world that’s just been a little less than cheery, website designers include lighter, happier elements to projects. This might just be the design trend we all need right now.

This effect can be designed in several ways, including color, imagery, animation, scale, and even typography. It’s hard to pinpoint what makes a design lighter and happier until you see it, but when you do, you’ll know it. (It might just be that little grin at the corner of your mouth when you see it.)

Meanpug uses fun, animated illustrations as a load screen with a full-text homepage (you’ll have to click through to see it). Between color and animation, you can’t help but feel good looking at the design. What might be most interesting is that the website is for a marketing agency that works with law firms. (Probably not what you expected at all.)

Happy smiling faces are hard not to feel good about. Even the devil emoji seems somewhat joyful. Add in big, bold typography and the yellow smiley, and the world just feels a little less dark.

Oatly uses lots of small elements in a cartoon-style aesthetic that is light and interesting. In addition to fun fonts and animation, all of the words on the website also contribute to a feeling of ease and happiness. It’s a solid strategy for sales; make people feel good about what they are thinking of buying to help propel them toward a purchase.

 

Conclusion

One of the most exciting things that we’ve seen with design trends in the past year is how world events – from the pandemic to isolation to working remotely – have impacted design projects as a whole.

We’ve seen fewer faces, more illustrations and typography, and an overall shift in feeling to some of the lighter, happier design elements featured here. Cheers to 2022!

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The post 3 Essential Design Trends, December 2021 first appeared on Webdesigner Depot.

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Every day design fans submit incredible industry stories to our sister-site, Webdesigner News. Our colleagues sift through it, selecting the very best stories from the design, UX, tech, and development worlds and posting them live on the site.

The best way to keep up with the most important stories for web professionals is to subscribe to Webdesigner News or check out the site regularly. However, in case you missed a day this week, here’s a handy compilation of the top curated stories from the last seven days. Enjoy!

Top Web Design and UI Trends for 2022

WordPress 5.9 Delayed Until January 2022

20 Best New Websites, November 2021

Parallax Powered by CSS Custom Properties

Icons in Pure CSS

How to Make Basic and Advanced Shapes with Pure CSS

2022 Color Trends: The Year’s Top Colors

CasaOS – A Simple, Easy-to-use, Elegant Open-source Home Cloud System

Frontend Store – Buy and Sell Interface Elements

Launching Fig

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The post Popular Design News of the Week: November 22, 2021 – November 28, 2021 first appeared on Webdesigner Depot.

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Welcome to this month’s round up of what has caught our eye on the web. As it’s November we’re going to help chase those winter blues away with some color.

Color does so much of the heavy lifting in visual design. It can create a mood, reinforce a brand identity, establish a hierarchy, differentiate sections, highlight type or reduce it; color even makes a statement by its absence.

Good use of color isn’t just about getting the most appropriate color scheme for the subject, it’s also about how much color to use, and where to use it. In this collection we’ve included a range of use examples from bright and full of color, to restrained with subtle tones. Enjoy!

Toboggang

There’s a pleasing UPA cartoon feel to the colors and type in this compact portfolio site.

On

On digital technology studio keep things simple with a black on light blue, and infinite scrolling.

re_

A pleasing mix of reds, greens, pinks, and golds liven up a simple grid layout for re_ package free grocery store.

LA Art Box

This site for LA Art Box makes great use of horizontal scrolling and animated transitions.

JYZ Design

Strong color and geometric shapes create a vibrant feel for JYZ Design’s company site.

Hyperframe

Hyperframe’s site takes on board the ‘show, don’t tell’ theory by cleverly using on scroll animation to demonstrate its product’s major selling point.

Rebecca Atwood

Rebecca Atwood’s site combines product shots with a color scheme that reflects the aesthetic of her designs.

Natural Paint Co.

For any paint company, displaying the available colors is a central function of their site. Natural Paint Co. do a really nice job of this with an interactive picker that changes the background color of the window.

Piaule Catskill

Beautiful photography and minimal text do a great job of selling the experience of Piaule Catskill cabins, and the horizontal scrolling on desktop adds extra focus. I found myself looking up flights to New York…

Rose Delights

There is a vintage, hand made quality to the mix of video and photographs on Rose’s home page, that creates a sense of warmth. The transparent mail list sign up is nicely non-invasive.

Voila

This site for Voila instant coffee creates a modern feel with fresh pastel colors balanced by a grounding dark blue.

Chiwawa

Wrestling masks, skeletons and lots of tone on tone color makes this a lively and appealing site for Chiwawa cantina.

HI(NY)

Keeping the rest of the design elements minimal here allows the movement of content areas not become cluttered and fussy feeling.

Think Tank Team

The divided square motif on the Think Tank Team homepage is a nice visual metaphor for building blocks coming together to create a whole.

Just Egg

Lots of yellow, and food close ups in the what part of Just Egg’s site is bold and confident. But the how section with its scrolling animation is the really good bit.

Moooi Paper Play

Although not a standalone site, this is a very pleasing animation centred around a particular product from Moooi.

Maersk Upside

Logistics giant Maersk have added a more user-friendly and visually engaging section to their corporate site, with use cases and real case studies.

Sol’ace

The color palette for Sol’ace furniture is has been carefully chosen to reflect the idea of luxury and natural materials.

Terra

A good mixture of standalone product shots and styled photographs works well here. The navigation options–shop by type, material or collection–have been well thought out too.

Thanxiety

And finally, for our readers in the US, Thanxiety is a carefully chosen collection of conversation topics to help avoid any uncomfortable silences, or family rows, around the dinner table at Thanksgiving. (And maybe the rest of us could use it on other holidays…)

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The post 20 Best New Websites, November 2021 first appeared on Webdesigner Depot.

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With the holidays fast approaching, there are plenty of fun gifts for you in this roundup of new tools and resources for web designers. Make sure to share anything you find helpful with others to spread additional holiday cheer.

Here’s what is new for designers this month…

Volley

Volley, billing itself as Snapchat for work, is a new way to collaborate with remote teams. The tool addresses the two main problems of remote teams (lack of communication and loneliness) with an async video messaging app with interactive transcriptions neatly organized into workspaces. Volley emphasizes talking over typing (76% of volleys sent are video), doesn’t require you to coordinate schedules (it’s 100% asynchronous), and lives in a threaded conversation with context that’s neatly organized. Plus, the tool is free to use.

Upnext

Upnext is a new type of reading list. It’s designed to help you save, organize, and focus on fantastic content while expanding your knowledge on your favorite topics. You can create playlists with almost any type of content that you can refer to later and follow “thinkers” that you love. Search and filter content, focus on reading, integrate videos, and even highlight and note specific content in your customized library. This brand-new web app has a waitlist that you can join to get access soon.

Startup 5

Startup 5 is a new version of the popular website builder, and it’s a perfect tool to create your online presence. With Startup, it’s fast and easy to get your business online with pre-designed blocks. It includes a visual editor with 150+ blocks with pre-designed and pre-coded elements and styles you can easily customize in a drag and drop interface. It’s an easy tool for building a website quickly without a coding background. Most users can publish a website quickly and easily.

Flatmap

Flatmap generates Mapbox Vector Tiles from geographic data sources like OpenStreetMap. It is memory-efficient so that you can build a map of the world in a few hours on a single machine without any external tools or database. Vector tiles contain raw point, line, and polygon geometries that clients like MapLibre can use to render custom maps in the browser, native apps, or a server. Flatmap packages tiles into an MBTiles (SQLite) file that can be served using tools like TileServer GL or even queried directly from the browser.

Cleanup.Pictures

Cleanup.Pictures is a web-based tool to remove objects, people, text, or other defects from your images before using them in projects. It’s an AI-based alternative to other photo-editing software.

Linkz.ai

Linkz.ai helps you make smart link preview popups for your website to help encourage greater engagement and interaction for links. It works with a line of code you can install quickly and easily, and then you get smart link previews (in two style options) for every link on your site.

Llline

Llline is an SVG generator that helps you create smooth and organic lines and strokes with plenty of customization options for almost any application. This tool helps create graphic elements in just a few clicks, allowing you to add a few points to a canvas and then draw a smooth curve using these points. You can then tweak the resulting SVG graphic by rotating it, changing its color, giving it a gradient, making it a dashed line, and then you can download or copy the SVG markup.

Lorem.Space

Lorem.Space is a valuable placeholder image tool. With just a little bit of code, you can pop cool placeholder images – from movie posters to shoes – right in your website mockup so that the design is easier to visualize. It’s a great solution that’s fun and keeps you from having to put empty boxes throughout the design. And everything can be randomized, so you don’t spend time looking for placeholders.

Huetone

Huetone can help you create more accessible color palettes by making use of the Advanced Perceptual Contrast Algorithm. The contrast ratios and color combinations show on one screen to help you quickly develop palettes and combinations. Plus, the tool has hotkeys that make it easy to change hues, toggle, and adjust quickly. Then you can export everything to Figma.

Rowy

Rowy is an open-source tool to build on the Google Cloud Platform. You can manage Firestore data in a spreadsheet-style user interface, write Cloud Functions in the browser, and connect to third-party platforms.

AdCreative.ai

AdCreative.ai uses artificial intelligence to help create better ad creative. To get started, you upload logos and color files, connect social and other accounts, pick the sizes you need, write text, pick a background, and upload product images, and let the AI do the work. Once you have the creative you like, you can connect to your online ad accounts for easy use. This is a premium tool that’s free to try.

Flowrift

Flowrift is a tool to browse and then copy and customize Tailwind CSS blocks in groups of collections. Filter by block type and then experiment with the options. It even has e-commerce blocks.

Layout Patterns

Layout Patterns is a collection of layout patterns built using modern CSS APIs to help you build common interfaces such as cards, dynamic grid areas, and full-page layouts.

You.com

You.com is a new private search engine that summarizes the web. The tool is in open beta and includes superior privacy choices, actionable results, extensible apps, and personalization through preferred sources.

3D Icons

3D Icons is a fun set of three-dimensional, full-color icons that are free for all uses. (Donations are accepted.) They integrate with pretty much any web design tool you are using and come in four color styles – clay, gradient, color, and premium – so you can get just the right look for your project. Each icon also includes three rendering views – dynamic, side, and isometric.

Arco Design

Arco Design is a comprehensive React UI components library based on the Arco Design system. It includes a customizable theme and more than 60 crafted components that you can use out of the box.

Seekvectors.com

Seekvectors.com is a search tool to find free resources in five different formats, PNG, SVG, JPG, EPS, and AI.

Outline to Single Stroke

Outline to Single Stroke is a tool in the Figma community that works just like the name implies. Select a filled vector on the canvas, and then you can outline it to a single stroke and adjust the line weight if you like.

Codeamigo

Codeamigo is a new self-paced platform to help you learn coding skills. It’s packed with various lessons for different languages and templates and has something for every level from beginner to advanced.

Sizze

Sizze is a Figma to React Native export tool to create app prototypes and instantly export to code.

CodingFont

CodingFont is an excellent game that can help you pick a font to use for coding that you like! If you spend a lot of time looking at code each day, the right font can help reduce eye strain and make the work a little easier to see.

Christmas Revue

Christmas Revue is the first in a trio of holiday typefaces that you can use this season. This SCG color font is fun and perfect for the holidays with exciting glyphs. It is free for personal use only.

Hotsnow

Hotsnow is a fun display font that has interesting fills and shapes in an all-caps character set. It is free for personal use.

Marlwich

Marlwich is a feminine handwriting-style typeface that has the feel of signing a holiday letter or card. It contains upper- and lower-case characters and is only for non-commercial use for free. (A paid option is available for commercial projects.)

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The post Exciting New Tools For Designers, December 2021 first appeared on Webdesigner Depot.

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NoSQL data sets arose in the latter part of the 2000s as the expense of storage drastically diminished. The days of expecting to create a complicated, hard to-oversee data model to avoid data replication were long gone and the primary expense of programming and development was now focused on the developers themselves, and hence NoSQL databases were brought into the picture to enhance their productivity.

As storage costs quickly diminished, the measure of data that applications expected to store increased, and the query expanded as well. This data was received in all shapes and sizes — organized, semi-organized, and polymorphic — and characterizing the schema ahead of time turned out to be almost incomprehensible. NoSQL databases permitted the developers to store colossal measures of unstructured data, providing them with a ton of flexibility. 

Source de l’article sur DZONE

Every day design fans submit incredible industry stories to our sister-site, Webdesigner News. Our colleagues sift through it, selecting the very best stories from the design, UX, tech, and development worlds and posting them live on the site.

The best way to keep up with the most important stories for web professionals is to subscribe to Webdesigner News or check out the site regularly. However, in case you missed a day this week, here’s a handy compilation of the top curated stories from the last seven days. Enjoy!

Fresh Resources for Web Designers and Developers

The Metaverse is BS

8 JavaScript Set Methods You Should Master Today

7 Web Design Tips To Improve Your Site

Visual Git

Nazca – New GUI for the Web

Dashana – Visualize your Data in Less than a Minute

Color Peeker – Color Code in the Menu Bar

Bootstrap V4.6.1

Why We Love FIFA’s New Women’s World Cup 2023 Logo

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The post Popular Design News of the Week: November 1, 2021 – November 7, 2021 first appeared on Webdesigner Depot.


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As the year begins to wind down, there are still plenty of new and evolving website design trends going strong. Much of what you’ll see this month carries over from things we’ve been seeing all year but with fresh touches.

From peek-a-boo designs with neat animated elements to vertical bars to brutalist blocks, there are a lot of highly usable trends to work with.

Here’s what’s trending in design this month.

Peek-a-Boo with Animation

Designers have been experimenting with cut-out and layering elements with animation for some time, which has evolved into full peek-a-boo styles with a lot of visual interest.

How each design comes together is a little different. Some have the animation in the back, others in the front, and some include text as part of the style. There’s almost no set of actual rules to how to make this design trend work.

Each of the examples below does it somewhat differently with varying degrees of success. The commonality here is that it is almost one of those visuals that you either see and love or hate.

Jatco Insurance is the most stunning example here, with a bold color choice and a peek-a-book element inside the oversized “J.” The overall effect is soothing and interesting and naturally draws the user across the screen from the top left to the background video layer. The small tagline, “Individual attention you deserve,” is perfectly placed.

Liron Moran Interiors takes a different approach with the peek-a-boo concept with the letters peeking out from behind an image. The animation is restricted to a hover and scroll effect that adds a liquid element to the image as well as changes to the image and color background. The challenge here is in readability. More of the words show on wider screens, but is it enough?

Melon Fashion also layers text and animated effects for a neat peek-a-book style that almost seems cut out from the background. The overall look appears to have three layers: background video, middle layer for the yellow color block, and text on top. The opacity of text elements with the peeking video is interesting and well pulled together without sacrificing too much readability.

Vertical Bars

Vertical color bars are a design element that keeps popping up in different ways. Designers can use it as a standalone element or container for content, such as navigation or other click actions.

Vertical elements are helpful because they can help create a more consistent and unified user experience from desktop to mobile screens. This shape can also be somewhat disruptive because you don’t see it featured that often. (Although with this style trending that might become less true over time.)

New Classrooms uses a vertical color bar on the left to help you move through the design. The color actually changes as each slide progresses on the homepage.

Serving uses multiple vertical bars as links to different content entry points. Clickability is emphasized with a change from a red overlay to a full-color image. The navigation is also tucked inside a white bar on the left side of the screen with a hamburger menu therein.

TechnoAlpin goes with a skinny vertical navigation menu on the right side of the screen. The icons with menu elements make navigation highly visual and intuitive. The color, which significantly contrasts with the rest of the design, also helps.

Brutalist Blocks

Not many people thought brutalism would stick around when it started trending. Elements of brutalism keep sneaking in, though, although they are much less stark and harsh than some of those original trending website designs.

This version of brutalism focuses on block elements that contain images or text and often click to other pages in the design. The blocks themselves are essentially the buttons that help you navigate to additional content.

The critical question about this design technique is whether this click action is intuitive enough. Will users interact without buttons?

The answer likely depends on your audience base, but if you opt for a style like this, it is essential to keep a close eye on analytics to ensure that users know and understand how to engage.

Milli Agency might be the most intuitive example of the brutalist blocks trend. The homepage is essentially a giant navigation menu. Each block changes from white to yellow on hover and expands, further encouraging clicks.

Sick Agency uses brutalist blocks with experimental typefaces and bold color for an in-your-face design. You can’t help but look at all the different things happening here. The biggest question might be, where should you focus and click next? The cursor provides some visual cues, but it’s not quite as intuitive as you might want it to be.

Mawo mixes brutalist blocks with a big blue cursor to help users click through the design to see more clothing options. Even the images here have a rather stark feel, which isn’t typical for e-commerce. Every block element above the scroll on the homepage includes a click action from the navigation blocks across the top to the “Shop Women” and “Shop Men” images. Further, the blue cursor dot helps show where users can click, and text buttons change to blue on hover as well.

Conclusion

Most of the examples here show trends as homepage elements, but you aren’t limited to that application. Try some of these techniques on landing pages or interior pages that you want to add a little something special to.

This can be an excellent way to test the design and see if your users like the style and know-how to interact with it. If it works, then you can extend the aesthetic to more of the design.

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La définition la plus simple de l’analytique augmentée ? C’est une analytique qui est « améliorée » par des technologies d’intelligence artificielle (IA), notamment par le machine learning et le traitement du langage naturel (NLP).

Le machine learning automatise les processus analytiques complexes, comme la préparation des données et la génération d’informations. Le traitement par le langage naturel permet à tout utilisateur, même non formé, de poser des questions sur ses données et d’obtenir des réponses de manière simple sous forme de phrases.

Le terme « Augmented Analytics » a été inventé par Gartner en 2017 et est désormais largement considéré comme l’avenir de la business intelligence (BI) et de l’analyse de données – y compris l’analyse prédictive.


Pourquoi l’analytique augmentée est-elle importante ?

Exploiter les possibilités offertes par le Big Data

Les données représentent la plus grande opportunité de l’économie moderne. Grâce à elles, les entreprises peuvent savoir quoi produire et quand, à qui s’adresser, comment évoluer, et bien plus encore. Mais le volume de données est aujourd’hui trop important pour que les collaborateurs puissent les interpréter seuls – ou sans parti pris – et l’exigence de réponses immédiates est tout simplement impossible à satisfaire. Des technologies comme l’IA et l’apprentissage automatique sont nécessaires pour découvrir des informations significatives dans un océan de Big Data. C’est l’une des raisons pour lesquelles les analyses augmentées sont si importantes : elles combinent la datascience et l’intelligence artificielle pour aider les entreprises à analyser des ensembles de données massifs en temps réel.

Réduire la dépendance à l’égard des data scientists

Le processus d’analyse est une série d’étapes manuelles et chronophages, si compliquées qu’en général seuls les data scientists peuvent les réaliser. Ces analystes professionnels doivent :

  1. Collecter des données à partir de sources multiples
  2. Les préparer pour l’analyse
  3. Effectuer l’analyse
  4. Trouver des insights utiles
  5. Visualiser les résultats
  6. Partager les résultats d’une manière convaincante
  7. Créer un plan d’action

Le problème, c’est qu’il y a une grande pénurie de data scientists dans le monde – et les embaucher coûte cher. Si l’analytique augmentée ne remplace pas ces professionnels, elle peut réduire votre dépendance à leur égard en automatisant des processus tels que la collecte, la préparation, le nettoyage et l’analyse des données.

En plus de libérer le temps des data scientists pour des tâches plus importantes, comme l’interprétation des résultats, l’analytique augmentée peut améliorer la valeur que ces analystes apportent à votre organisation. Les analyses optimisées par l’IA et l’apprentissage automatique les aident à établir des liens qu’ils auraient autrement manqués – et à trouver des informations pertinentes en moins de temps. Ces technologies peuvent également aider des collaborateurs qui occupent d’autres fonctions analytiques – des analystes commerciaux aux analystes métier – en améliorant leurs connaissances et en les aidant à faire le travail qui était auparavant réservé aux data scientists experts.

D’ici 2025, la rareté des data scientists ne sera plus un frein à l’adoption de la science des données et du machine learning dans les organisations.

Gartner, 2018

Démocratiser l’analytique pour les utilisateurs non formés

Une autre raison pour laquelle l’analytique augmentée est si importante est qu’elle permet aux « explorateurs de données » non formés d’entrer en jeu. En automatisant les processus analytiques complexes et en permettant aux utilisateurs d’interroger les données simplement en posant des questions, les collaborateurs qui n’ont pas de compétences en datascience peuvent quand même tirer parti des analyses avancées. L’apprentissage automatique peut guider ces explorateurs de données en leur proposant des questions/réponses pré remplies – et en leur suggérant où creuser davantage.

Avec l’analytique augmentée, les réponses aux requêtes se présentent sous la forme de visuels prêts à l’emploi, comme des diagrammes, des graphiques et des cartes, de sorte que les utilisateurs n’ont pas à les créer eux-mêmes. Ces visualisations peuvent être analysées à l’aide de commandes simples, rassemblées dans des récits de données et facilement partagées avec d’autres équipes et la direction.


L’évolution de l’analytique

L’Analytique et la Business Intelligence ont beaucoup évolué ces dernières années, passant d’outils sophistiqués destinés aux professionnels des données et de l’analyse à des outils optimisés par le machine learning que tout le monde peut utiliser.

1. Analytique traditionnelle

  • Impulsée par l’IT
  • Autonomie de l’utilisateur limitée
  • Des outils sophistiqués pour les professionnels des données et de l’analyse
  • Se focalise sur le reporting à grande échelle

2. Analytique en libre-service

  • Impulsée par les métiers
  • Plus d’autonomie pour les utilisateurs
  • Interface conviviale
  • Se focalise sur la découverte par les utilisateurs

3. Analytique augmentée

  • Impulsée par l’IA et le machine learning
  • Une véritable autonomie des utilisateurs
  • Outils d’IA et processus guidés
  • Se focalise sur des informations rapides, profondes et précédemment cachées.

Avantages de l’analytique augmentée

L’analytique augmentée offre de nombreux avantages similaires à ceux de la business intelligence, comme l’amélioration du reporting et de la prise de décision, mais elle offre également un niveau de rapidité et de précision impossible à atteindre sans intelligence artificielle et apprentissage automatique. Voici quelques avantages spécifiques à l’analytique augmentée :

  • Préparation plus rapide des données : Les analystes passent environ 80 % de leur temps à préparer les données pour l’analyse. Ils exportent de grands ensembles de données et les combinent, les nettoient et les structurent avant que l’analyse ne puisse commencer. L’apprentissage automatique de l’analytique augmentée automatise ce processus, libérant les analystes pour des activités plus utiles et réduisant les erreurs par la même occasion.
  • Analyse automatisée : Les modèles d’apprentissage automatique peuvent automatiser des analyses complexes qui, autrement, prendraient des semaines aux data scientists. Les réponses et les visualisations de données sont immédiatement générées et disponibles pour les utilisateurs, qui peuvent ainsi passer moins de temps à creuser dans les données et plus de temps à interpréter les informations, à raconter des histoires de données aux dirigeants et à provoquer le changement.
Libérer la valeur des données : l'analytique augmentée fait le travail pour vous

Découvrez comment l’analytique augmentée fournit automatiquement des réponses aux requêtes, afin que les utilisateurs passent moins de temps à explorer les données et plus de temps à agir.

  • Des insights profonds : Les machines peuvent examiner les données d’une manière qui serait impossible pour les humains. Elles peuvent examiner des ensembles de données beaucoup plus vastes sous plus d’angles et trouver des corrélations, des relations -via des modèles statistiques- invisibles à l’œil humain. Les machines peuvent comprendre les données rapidement et à grande échelle, renforcer l’intelligence humaine par des informations impartiales et indiquer aux utilisateurs où porter leur attention.
  • L’analyse conversationnelle : Le traitement du langage naturel – la même technologie d’IA conversationnelle qui équipe des assistants numériques comme Siri et Alexa – permet aux utilisateurs professionnels n’ayant aucune connaissance des langages de requête ou du code de poser des questions de manière conversationnelle. Et la génération de langage naturel (NLG) leur donne des réponses sous forme de phrases complètes, écrites ou orales, qui résument ou expliquent les résultats.
  • Contexte instantané : Les informations sans contexte n’ont aucun sens. En tenant compte de l’intention et des comportements des utilisateurs, les algorithmes d’apprentissage automatique peuvent fournir des informations contextuelles prêtes à être utilisées. En outre, en démocratisant l’analytique, les cadres et les employés expérimentés peuvent enrichir les informations grâce à leurs connaissances et à leur compréhension approfondie des business models et des opérations.
Libérer la valeur des données et de l'analytique : la valeur ajoutée de l'analytique augmentée

Hyoun Park, PDG et analyste principal chez Amalgam Insights, explique comment l’analytique augmentée fournit un contexte, afin que vous sachiez réellement ce que vos données contiennent.


Cas d’utilisation de l’analytique augmentée

L’analytique augmentée a le pouvoir de révolutionner les processus d’entreprise, mais à quoi cela ressemble-t-il dans le monde réel ? Voici quelques exemples de cas d’utilisation de l’analytique augmentée dans les domaines de la finance, des ventes et du marketing, de la production, des ressources humaines et du recouvrement.

L’analytique augmentée pour la finance
Un Analyste peut utiliser l’analytique augmentée pour prévoir et contrôler facilement les frais de voyage et de représentation (T&E) dans différents départements.

L’analytique augmentée pour le recouvrement
Les responsables du recouvrement peuvent utiliser l’apprentissage automatique dans l’analytique augmentée pour anticiper les retards de paiement, déterminer la bonne stratégie de recouvrement et maîtriser les flux de trésorerie.

L’analytique augmentée pour les ventes et le marketing
Les équipes de vente et de marketing disposent d’une meilleure connaissance des clients – et d’une identification rapide des opportunités de ventes croisées et incitatives – grâce à l’analytique augmentée.

L’analytique augmentée pour l’industrie manufacturière
Un analyste d’un fabricant d’acier peut utiliser l’analytique augmentée pour prévoir, surveiller et contrôler les dépenses dans différentes usines.

L’analytique augmentée pour les RH
Les responsables RH peuvent prédire le turn-over des collaborateurs, en comprendre les raisons et prendre des mesures correctives pour conserver les meilleurs éléments – tout cela grâce à l’analyse de l’IA.

 


Pictogramme d'un graphique pour représenter l'analytique augmentée

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Source de l’article sur sap.com