p.digital | AI Academy
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This document outlines an AI Academy program to help companies build internal AI capabilities. The program would provide expertise, curriculum, and toolkits to set up an "AI factory" using an agile approach. Over 6 months, the client's staff would be trained to independently develop cognitive services and AI solutions across areas like recognition, interaction, and analytics. Initial use cases would be created in a first sprint, with the goal of having a production-ready AI factory and skilled internal team able to deliver bespoke AI solutions within 6 months.
p.digital | AI Academy
- 1. p.digital | Robin Prothmann technidoo | Christian Klasen © Berlin, 2020 AI ACADEMY Start to build-up your own AI FACTORY www.p.digital
- 2. © 2020 2 Are you ready for tomorrow? AI Matters Artificial intelligence (AI) makes it possible for machines to learn from experience and adjust to new inputs perform human-like tasks Today, most AI examples (bots etc.) rely heavily on deep (machine) learning natural language processing Using these technologies, computers can be trained in the fields of RECOGNITION Interpretation of data and content out of text, voice, images and videos INTERACTION Interaction of humans with machines in a „human way“ ANALYTICS Understanding of data and facts and generation of knowledge Outsourcingto external teams is not a viable option Challenge | Artificial Intelligence and cognitive services will become an integral part of everyday life in the near future – urgent need to build-up internal expertise
- 3. © 2020 3 AI Academy | Support for the set-up and ramp-up of your own internal AI factory including the build-up of internal capabilities and solid internal expertise What is it all about? AI ACADEMY YOU: Know-how of business and processes, access to data and willingness to create valuable, customer- centric cognitive services with skilled INTERNAL staff p.digital & technidoo: Expertise on how to (quickly) set- up and ramp-up an internal team being able to deliver value creating Cognitive Services and AI Solutions
- 4. © 2020 4 Use cases What is possible? Scenario modeling Proof of concept Best Practices Tools Software-modules Assistants Bots Methodology How to develop solutions with existing modules Acceleration and scalability through factory-approach Change Set-up & ramp-up of new, fast moving “digital teams” and “agile organizations” in a corporate (IT) environment Structure Support and sparring during selection and prioritization of processes and use cases as well as communication of developed solutions Coaching Experienced Consultants & Scrum Master acting as (Proxy) Product Owner and Coach for internal staff Faculty | Complementary team from technidoo and p.digital ensures full range coverage of required skillset for the set-up and ramp-up of your own AI Factory What do we offer?
- 5. © 2020 5 Curriculum | Your team will be trained and supported in the development of all major cognitive service areas to soon be ready to deliver bespoke AI solutions Where will we look at? RECOGNITION objects i.e. interpretation of text, voice, images or videos INTERACTION ANALYTICS machine learning i.e. understanding of data and generation of knowledge search voice i.e. transcription and conversation notes language i.e. human-like interaction through chatbots
- 6. © 2020 6 Teaching material | We coach and train your staff for being able to independently develop, implement and run your own bespoke cognitive services and AI solutions Who brings what? What you bring in 3-4 skilled software developer (java | .net | c# | nodejs | Python für ml) Access to business & customer base (Product Owner | Demand | Processes) Data (Transaction data | customer data) Funding (Time & budget) Collaboration environment (could also come from us if necessary) Curiosity Coffee What we bring in Cognitive Consulting, Speech-to-text Scenarios, image and text recognition (own cognitive lab); Microsoft Cognitive Services, Google Cognitive Services, IBM Watson; Cloudbased Call-Center Solution driven by AI; Bot-framework for FB Messenger, Telegram, Skype, Slack, MSFT Teams, Webchat, SMS, Telephone; SIP development and integration; Voice solutions for services and commerce; Email-bots with AI and QNA; Design and implementation of the bot interaction, architecture and channel distribution; IoT development and consulting; iBeacon solutions; Amazon Echo / Alexa skills development; Private blockchain on Ethereum, Blockchain as a service; Integration of communication channels like Facebook, Telegram, Office365 …
- 7. © 2020 7 Modules and Toolset-kit to Internally develop bespoke, value-adding AI-services Highly qualified internal team with Expertise in the development of AI-Solutions Production-ready Assistants, BOTS and cognitive / AI-Services Result | Ready-to-use toolkit to set-up an internal AI Factory with your own highly skilled staff to develop, implement and run bespoke AI-solutions within 6 months What do YOU get out of this?
- 8. © 2020 8 Timetable | Our journey starts with an envisioning workshop and a scan of relevant processes & touchpoints to develop first individual use cases in Sprint #1 What are the next steps? ENVISIONING WORKSHOP USE CASE CREATION AND SPRINT #1 Selection & prioritization of identified use cases Piloting of 2-3 learning cases in max. 4 sprints Development of additional 2-3 solutions Definition of AI- Exploration Team Lessons learned Expansion / cell division of exploring team Selection of more complex and challenging tasks Deduction & definition of own bespoke framework and AI strategy Start scaling Production ready AI Factory(6months) Set-up & build-up of your own AI Factory AI Academy (6 weeks) Envisioning Workshop − What is possible? − Selection of relevant real-life examples − Discussion of possible use cases for individual environment Process-Scan − Structured evaluation of possible opportunities along individual organization and/or process landscape Sprint #1 − Initial bespoke proof of concept(s) − Development of initial cognitive services / AI-MVP(s) − Could be a hackathon
- 9. © 2020 9 TARGET OPERATING MODEL Technology & Solutions Customer & Channel Mix People & Structures Data & Analytics Portfolio & Services Org. & Culture Business Model ChangeOrganization FRAMEWORK Customer Process Technology Mindset DiscoveryWorkshops Innovation Lab TRANSITION Delivery Center AI Factory Transformation Organization|People|Structure|Tech Digital Ecosystem Realignment(“backontrack”) PROGRAM | PROJECT | TEAM | TRANSFORMATION MANAGEMENT p.digital | Solid background on how to set-up, ramp-up or rescue individual transformation journeys by either get it „up & running“ or „back on track“ Transformation Management
- 10. © 2020 10 Technidoo | Expertise on technical „how to“ as well as knowledge about methods, tools and standards to develop, implement and run leading edge AI solutions AI Solutions GAME & AR DEVELOPMENT APP & CLIENT DEVELOPMENT MESSENGER & CHATBOT DEVELOPMENT COGNITIVE SERVICES CONSULTING AND DEVELOPMENT SDK DEVELOPMENT & ISV SUPPORT
- 11. Feedback | Please come back to us with your comments, feedback and questions www.p.digital technidoo.com Christian Klasen Managing Director +49 172 65 20 443 klasen@technidoo.com Ahornweg 50 D-63741 Aschaffenburg Germany Robin Prothmann Managing Director +49 160 18 66 003 r@p.digital Friedrichstr. 123 D-10117 Berlin Germany p.digital