While we've been using the term "personal computing" for well over 40 years, the device in your pocket is really the first computer-worthy of the moniker. Consider that the typical smartphone possesses the senses of vision, audition, mechanoreception, equilibrioception, and thermoception; and they’re all backed by information regarding the user's location, friends, schedule, correspondence, etc. Now, top it off with a full-time connection to the Internet. If we define context as the sum total of everything that the user is experiencing at the moment of engagement, then the mobile device has the unique ability to gather contextual information and provide relevant content in ways never before imagined.
(From David's Digital Atlanta 2012 presentation: http://digitalatlanta2012.sched.org/speaker/davidreeves1#.UJrw7GCD2oI)
Hello friends,
Yes, it’s that time of year again: a time for fruitcake, impassable traffic outside shopping malls, and the frantic search for the perfect gift. It’s also the time of year for that ubiquitous agency output — the trend piece.
I’ve generally found that these ponderous tomes have a shelf life roughly equivalent to the fruitcake mentioned above. After that, they become great paperweights or door-stoppers. Which is a shame, because a lot of time, sweat equity, and research go into developing them.
We often remark that 22squared is a different kind of agency — nimble, independent, collaborative — so it’s only fitting that we think about trends a little differently. We’re driven by a radical idea: that we should hold ourselves accountable for our lofty trend predictions.
Rather than creating a massive trend review and sending it out into the ether, never to be discussed again (until next’s years assignment rolls around), we wanted to revisit predictions we made at the outset of the year and see how close we came to gauging the future.
This is not to pat ourselves on the back if we were dead-on, or shame ourselves if we were dead-wrong, but rather to make sure we’re always building upon our learnings. At the end of the day, we believe trends are organic things: not a static fact at a certain moment in time, but living, evolving, shifting patterns that shape and guide the world we live in. It’s by charting the course of these predictions over time that we can begin to see (and harness) the impact they make on our clients’ businesses, and thus know what to look for in the coming year.
This piece has been a true collaboration, both within the Brand Planning department and across disciplines here at 22squared. We hope you’ll enjoy reading it as much as we enjoyed pulling it together. We also sincerely hope that, as the new year rolls around, you won’t be using this as a door-stopper, but rather referencing it throughout the year to see how we stack up for next year’s trends time capsule.
Happy holidays, and happy reading -
Jen Grant, SVP, Director of Brand Planning, 22squared
Today, as attention spans decrease and clutter increases, good content is the only way for brands to connect with the right people at the right time. But content marketing is not easy. And it's not luck. In this session at the CTAM Think conference, 22squared's Chris Tuff will explore how content has evolved and share strategies for creating compelling content that engages consumers, compliments traditional channels, and delivers greater value for brands.
- Chris Tuff, SVP, Director of Emerging Media and Partnerships, 22squared (@christuff, @22squared, #CTAMThink)
As gender roles and responsibilities evolve, we set out to understand the collaborative effect of couples on household shopping. This report reveals our findings on team shopping and the importance of being a team-friendly brand.
Trend-watching is a perennial buzzword for brands and retailers, but rarely is its full power harnessed successfully. This presentation for the 14th Annual Shopper Insights in Action conference outlines the "trend commandments" to follow for success in identifying and taking advantage of industry trends.
- Jen Grant, SVP, Director of Brand Planning, 22squared (@jengrsnap1, @22squared, @Shopper360, #Shopper360)
- David Yeend, VP, Planning Director, 22squared (@davidyeend)
Another year has passed, and that means another look back at our own predictions on the trends that shaped our industry. Take a look at our 2014 report card and our thoughts on what's to come this year in the areas of shopping, media, technology, and consumer trends.
Hello friends,
Yes, it’s that time of year again: a time for fruitcake, impassable traffic outside shopping malls, and the frantic search for the perfect gift. It’s also the time of year for that ubiquitous agency output — the trend piece.
I’ve generally found that these ponderous tomes have a shelf life roughly equivalent to the fruitcake mentioned above. After that, they become great paperweights or door-stoppers. Which is a shame, because a lot of time, sweat equity, and research go into developing them.
We often remark that 22squared is a different kind of agency — nimble, independent, collaborative — so it’s only fitting that we think about trends a little differently. We’re driven by a radical idea: that we should hold ourselves accountable for our lofty trend predictions.
Rather than creating a massive trend review and sending it out into the ether, never to be discussed again (until next’s years assignment rolls around), we wanted to revisit predictions we made at the outset of the year and see how close we came to gauging the future.
This is not to pat ourselves on the back if we were dead-on, or shame ourselves if we were dead-wrong, but rather to make sure we’re always building upon our learnings. At the end of the day, we believe trends are organic things: not a static fact at a certain moment in time, but living, evolving, shifting patterns that shape and guide the world we live in. It’s by charting the course of these predictions over time that we can begin to see (and harness) the impact they make on our clients’ businesses, and thus know what to look for in the coming year.
This piece has been a true collaboration, both within the Brand Planning department and across disciplines here at 22squared. We hope you’ll enjoy reading it as much as we enjoyed pulling it together. We also sincerely hope that, as the new year rolls around, you won’t be using this as a door-stopper, but rather referencing it throughout the year to see how we stack up for next year’s trends time capsule.
Happy holidays, and happy reading -
Jen Grant, SVP, Director of Brand Planning, 22squared
Today, as attention spans decrease and clutter increases, good content is the only way for brands to connect with the right people at the right time. But content marketing is not easy. And it's not luck. In this session at the CTAM Think conference, 22squared's Chris Tuff will explore how content has evolved and share strategies for creating compelling content that engages consumers, compliments traditional channels, and delivers greater value for brands.
- Chris Tuff, SVP, Director of Emerging Media and Partnerships, 22squared (@christuff, @22squared, #CTAMThink)
As gender roles and responsibilities evolve, we set out to understand the collaborative effect of couples on household shopping. This report reveals our findings on team shopping and the importance of being a team-friendly brand.
Trend-watching is a perennial buzzword for brands and retailers, but rarely is its full power harnessed successfully. This presentation for the 14th Annual Shopper Insights in Action conference outlines the "trend commandments" to follow for success in identifying and taking advantage of industry trends.
- Jen Grant, SVP, Director of Brand Planning, 22squared (@jengrsnap1, @22squared, @Shopper360, #Shopper360)
- David Yeend, VP, Planning Director, 22squared (@davidyeend)
Another year has passed, and that means another look back at our own predictions on the trends that shaped our industry. Take a look at our 2014 report card and our thoughts on what's to come this year in the areas of shopping, media, technology, and consumer trends.
ROBOT HUMAN INTERFACE FOR HOUSEKEEPER ROBOT WITH WIRELESS CAPABILITIESIJCNCJournal
This paper presents the design and implementation of a Human Interface for a housekeeper robot. It bases
on the idea of making the robot understand the human needs without making the human go through the
details of robots work, for example, the way that the robot implements the work or the method that the
robot uses to plan the path in order to reach the work area. The interface commands based on idioms of the
natural human language and designed in a manner that the user gives the robot several commands with
their execution date/time. As a result, the robot has a list of tasks to be doneon certain dates/times.
However, the robot performs the tasks assigned to it without any human intervention and then gives
feedback to the human about each task progress in a dedicated list. As well as, the user decides to get the
feedback either through the interface, through the wireless communication, or both of them. Hence, the
user’s presence not necessary during the robot tasks execution.
Implementation of humanoid robot with using the concept of synthetic braineSAT Journals
Abstract This paper is elaborate the model of humanoid robot interacts with human being and perform various operation as per the command given by the human being. A humanoid robot having Synthetic brain can able to do Interaction, communication, Object detection, information acquisition about any object, response to voice command, chatting logically with human beings. Object detection will be done by this robot for that purpose there is use image processing concept (HAAR Technique), And to make the system intelligent that is whenever system interact, communicate, chat with human it gives proper response, question / answers there is integrates artificial intelligence and DFA / NFA automata and Prolog language concept for answering logically over the complex and relevant strings or data. Keywords —Humanoid Robotics, Artificial Intelligence, Image Processing, Audio Filtering.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Welcome, intruder: The art and science of connecting to consumers22squared
What’s the future of broadcast storytelling? How about online pre-roll? Is a hashtag effective? Why are the wrong metrics being prioritized? Is there a formula to viral success? Should we stop using the word viral all together? 22squared's EVP, Chief Creative Director John Stapleton and SVP, Director of Earned and Emerging Media Chris Tuff will address these topics and provide 10 techniques to improve your content and help you craft a less invasive path to your target consumers.
- John Stapleton, EVP, Chief Creative Director, 22squared (@jstapleton)
- Chris Tuff, SVP, Director of Earned & Emerging Media, 22squared (@christuff)
@22squared
@AMAAtlanta (http://www.ama-atlanta.com)
@AtlantaIMA (https://twitter.com/AtlantaIMA)
#welcomeintruder
How Southeast Toyota Dealers Mastered Local at Scale on Facebook22squared
All retail brands struggle with how to leverage the complex and ever-changing social platforms for local retailers. Using client Southeast Toyota Distributors as a case study, 22squared's Chris Tuff, Southeast Toyota's Julie Tullis and BLiNQ Media's Dave Williams will discuss how brands and marketers can best stay ahead of the evolving social platforms, as well as why they chose Facebook as the foundation for creating true word-of-mouth on behalf of dealers. They will address creative, attribution, ROI, local at scale, how to use paid to scale WOM and share 10 sure-fire techniques for brands to win locally on Facebook.
- Chris Tuff, SVP, Director of Earned & Emerging Media, 22squared (@christuff, @22squared)
- Julie Tullis, Marketing Communications Manager, Southeast Toyota Distributors (@julietullis, @SoutheastToyota)
- Dave Williams, Founder & CEO, BLiNQ Media (@Dave360, @BLiNQMedia)
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ROBOT HUMAN INTERFACE FOR HOUSEKEEPER ROBOT WITH WIRELESS CAPABILITIESIJCNCJournal
This paper presents the design and implementation of a Human Interface for a housekeeper robot. It bases
on the idea of making the robot understand the human needs without making the human go through the
details of robots work, for example, the way that the robot implements the work or the method that the
robot uses to plan the path in order to reach the work area. The interface commands based on idioms of the
natural human language and designed in a manner that the user gives the robot several commands with
their execution date/time. As a result, the robot has a list of tasks to be doneon certain dates/times.
However, the robot performs the tasks assigned to it without any human intervention and then gives
feedback to the human about each task progress in a dedicated list. As well as, the user decides to get the
feedback either through the interface, through the wireless communication, or both of them. Hence, the
user’s presence not necessary during the robot tasks execution.
Implementation of humanoid robot with using the concept of synthetic braineSAT Journals
Abstract This paper is elaborate the model of humanoid robot interacts with human being and perform various operation as per the command given by the human being. A humanoid robot having Synthetic brain can able to do Interaction, communication, Object detection, information acquisition about any object, response to voice command, chatting logically with human beings. Object detection will be done by this robot for that purpose there is use image processing concept (HAAR Technique), And to make the system intelligent that is whenever system interact, communicate, chat with human it gives proper response, question / answers there is integrates artificial intelligence and DFA / NFA automata and Prolog language concept for answering logically over the complex and relevant strings or data. Keywords —Humanoid Robotics, Artificial Intelligence, Image Processing, Audio Filtering.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Welcome, intruder: The art and science of connecting to consumers22squared
What’s the future of broadcast storytelling? How about online pre-roll? Is a hashtag effective? Why are the wrong metrics being prioritized? Is there a formula to viral success? Should we stop using the word viral all together? 22squared's EVP, Chief Creative Director John Stapleton and SVP, Director of Earned and Emerging Media Chris Tuff will address these topics and provide 10 techniques to improve your content and help you craft a less invasive path to your target consumers.
- John Stapleton, EVP, Chief Creative Director, 22squared (@jstapleton)
- Chris Tuff, SVP, Director of Earned & Emerging Media, 22squared (@christuff)
@22squared
@AMAAtlanta (http://www.ama-atlanta.com)
@AtlantaIMA (https://twitter.com/AtlantaIMA)
#welcomeintruder
How Southeast Toyota Dealers Mastered Local at Scale on Facebook22squared
All retail brands struggle with how to leverage the complex and ever-changing social platforms for local retailers. Using client Southeast Toyota Distributors as a case study, 22squared's Chris Tuff, Southeast Toyota's Julie Tullis and BLiNQ Media's Dave Williams will discuss how brands and marketers can best stay ahead of the evolving social platforms, as well as why they chose Facebook as the foundation for creating true word-of-mouth on behalf of dealers. They will address creative, attribution, ROI, local at scale, how to use paid to scale WOM and share 10 sure-fire techniques for brands to win locally on Facebook.
- Chris Tuff, SVP, Director of Earned & Emerging Media, 22squared (@christuff, @22squared)
- Julie Tullis, Marketing Communications Manager, Southeast Toyota Distributors (@julietullis, @SoutheastToyota)
- Dave Williams, Founder & CEO, BLiNQ Media (@Dave360, @BLiNQMedia)
Breaking through the clutter: Using content, analytics and paid to achieve RO...22squared
The competition for consumer attention between brands is at an all-time high, and social media platforms get more complicated everyday, making it a daunting task for brands and small businesses to understand what it takes to drive awareness, engagement and sales. To achieve true ROI via platforms like Facebook, Twitter, Instagram and Pinterest, you need art and science. 22squared's Chris Tuff will simplify the newest platform technologies and offerings, discuss the nuances of the new marketing analytics, and provide 10 strategies for brands to create compelling content that spans multiple platforms and leverages paid to reach the right audiences, move product and drive true ROI.
- Chris Tuff, SVP, Director of Earned & Emerging Media, 22squared
- @christuff
- @22squared
- #socialfresh
- http://socialfreshconference.com
A search for "Facebook Fatigue” on Google yields 48 million results, and Google Trends shows that the search term has never seen more volume than it did last month. In a February 5 survey of U.S. adults ages 18 and over by the Pew Research Center, 34% of current Facebook users said that the amount of time they spend on Facebook has decreased over the past year, with the number jumping to 42% for those adults ages 18 to 29.
However, with comScroe recently reporting that Facebook is the #1 website in terms of total digital time spent (at 10.8%), with 83% market share of time spent on social networks, are people saying one thing but doing another? How much of a threat are other social networks like Twitter, Tumblr and Pinterest? What about the new sensation, Pheed, which recently rocketed to the #1 position in terms of most downloaded social networking app on Apples’ iTunes charts, are marketers concerned? What have they been experiencing in terms of engagement on Facebook? While Facebook Fatigue has long been a concern (“Why Do We Have Facebook Fatigue” was a popular post by uber blogger Om Malik in July 2007), the question feels more relevant today then ever.
Our speakers each look at Facebook from a different perspective, and they are each awash in data about user opinions and marketer experiences across geographies, demographics, and devices. By looking at trends over time, our speakers will bring additional context to the rapidly evolving Facebook universe, discuss what it means for the future of Facebook and digital marketing, and answer your questions.
Participants:
- Chris Tuff, SVP, Director of Earned and Emerging Media, 22squared (@christuff, @22squared)
- Lee Rainie, Director, Pew Internet & American Life Project and co-author of "Networked" (@lrainie, @pewresearch)
- Rob Leathern, Founder and CEO, Optimal, Inc. (@robleathern, @OptimalSocial)
- Mike Vorhaus, President, Magid Advisors (@mikevorhaus)
- Lou Kerner, Founder and Analyst, The Social Internet Fund (moderator; @loukerner)
Dominating Scale with Facebook Technology to Drive True ROI22squared
Whether it's delivering ad buys that are contextually relevant to specific fans, or the issues with content targeting for specific fans via newsfeed posts, all brands struggle with scale. This becomes increasingly true for retailers that want a local strategy for many individual locations. Using client Southeast Toyota as an example, 22squared's Chris Tuff and Southeast Toyota's Julie Tullis will discuss how brands and marketers can best stay ahead of the ever-changing Facebook marketing environment to deliver true ROI. He will also share 10 sure-fire techniques for harnessing the power of data to take your Facebook marketing to the next level.
- Chris Tuff, SVP, Director of Earned and Emerging Media, 22squared
- Julie Tullis, Marketing Communications Manager, Southeast Toyota Distributors
(From Chris and Julie's AllFacebook Marketing Conference EAST 2012 presentation: http://www.mediabistro.com/allfacebookmarketingconferencenyc/program_day2.asp#d2at945)
iPad Giveaways Suck: Taking Facebook contests and sweepstakes to the next level22squared
Jackson Hewitt was caught in a crowded environment, amidst a sea of big-spender competitors like H&R Block, Turbo Tax, and seasonal, local pop-up tax preparers. Jackson Hewitt developed an integrated campaign to drive brand awareness, fuel consumer conversation, and influence a once-a-year purchase decision by leveraging paid, owned and earned communication channels with 1/10th the budget of their national competition.
In this WOMM-U session, you will learn how they achieved this initial success using a delicate balance of paid, owned and earned strategies that truly scaled the WOM created from traditional campaign elements. They'll also share insights for how brands should be approaching contest and sweepstakes, including where to prioritize money spent.
Chris Tuff, SVP/Director of Earned and Emerging Media, 22squared
David Koroghlian, Director of Interactive & Social Media, Jackson Hewitt
Facebook APIs: There's More Under the Hood than Anyone Knows22squared
June 28, 2011, AllFacebook Expo presentation by Chris Tuff, VP/Social Media Director at 22squared (http://www.mediabistro.com/afexpo/program.asp).
Facebook APIs: There's More Under the Hood than Anyone Knows
What’s available through Facebook’s APIs? No one really knows. Many think that the only available statistics lie in Facebook Insights, but since Facebook opened up their Insights API, a treasure trove of data is available to agencies and brands. API dashboards from companies like AllFacebook, Socialbakers and PageLever serve as the new focus groups and using their tools, agencies are able to identify a brands’ active and engaged fanbase and parallel those segments to determine if they’re reaching brands’ target consumer, if they’re targeting these consumers with paid Facebook ads and if not, what adjustments need to be made to their engagement strategy and idea of that brands’ target consumer. This session will also examine the role of social media as it relates to brands as a whole, and explain why there is so much value for brands on Facebook. We’ll go on to discuss confusion around ad APIs and Facebook Connect APIs (what brands can access within consumer profiles), and share what else Facebook tools and insights can bring to both social media marketing and brand positioning.
Social Strategy: Why Does Strategy Get Left Behind?22squared
Don't let tactics wag your brand. It's simple, if you don't know "why" you are doing something... don't do it. Yes mobile apps, Facebook brand pages and Twitter are alluring to say the least. I'm not saying don't, just know why before you do. You can follow David on Twitter @iRollo
A few weeks ago, I had the privilege of attending SXSW Interactive. In a nutshell, SXSWi is where all the geeks converge and talk about everything and anything digital. Surprisingly, me, my iPhone and my Mac laptop fit in well there. Who would've thought?
Anyway, this was my first year to go, so there was definitely a learning curve. There were so many speakers and topics to cover, it was quite overwhelming. But all in all, I had a blast and even learned a thing or two.
So here it goes, the thing or two I learned. Most of the stuff you might already have heard before, but it serves as a good reminder of how we should approach marketing, especially in the digital space. I've also conveniently left out all the things I learned from 5pm on (man, can geeks party).
- Kevin Botfeld, Associate Creative Director and Writer, 22squared
Learn how 22squared helped this fast-rising restaurant grow their Facebook fanbase, how they keep fans engaged, and how the company benefits from customer-driven comments and conversations.
Originally presented by 22squared's Brandon Murphy and Buffalo Wild Wings' Paul Freher on Thursday, November 18, 2010, at the WOMMA Summit.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
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Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
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As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.