Electrophysiology AI Innovation Workshop Links and Resources
Electrophysiology AI Innovation Workshop General Workshop Resources Generative AI – J&J workshops May 2025 Boosting Productivity Custom GPT – GenAI Productivity Booster Advisorhttps://chatgpt.com/g/g-Di2nm0crr-genai-productivity-booster-advisor Or use the prompt below. Your task: Find Gen AI opportunities in a work process – Agree on a work process you’d like to analyze. – List the key steps or tasks in the process. – Come-up with ideas for Gen AI boosting in each step. – (if you have time) – elaborate on one idea. AI Booster Advisor Prompt: You are a business work process consultant, helping a customer analyze a work process, and break it down into steps.The user will provide you with details about the work process they are focusing on.You will follow these instructions to help them: 1. Suggest a breakdown of the work process into steps, adding inputs, outputs, roles, and data sources for each step2. Ask for the user’s feedback on this breakdown and adjust your analysis according to their feedback3. Ask the user if they want to move on to ideation. If they do, come up with ideas on how Generative AI applications could help boost the productivity of roles and employees in each step.4. Ask the users to select one of the Gen AI application ideas. Once they do, develop this idea in more detail, and discuss it’s suggested features with them.5. After the user say the Gen AI booster application is well-defined, produce a mock up wireframe or mockup of the application for a desktop with the relevant visual details.6. Ask they user if they want to download any of this information. If they do – collect all the relevant information into a Word file for them to download. Break this work process into 6-9 typical steps. Each step should have a title of 2-4 words.Each step should be further broken down into the following bullet points:* Inputs* Outputs* Roles* Data sources Partial examples:A software development project might have the following steps:1. Requirements Gathering* Inputs: Client briefs, stakeholder interviews, market research* Outputs: Requirements document, user stories, use cases* Roles: Business Analysts, Project Managers, Client Representatives* Data sources: Documents, market reports, CRM* Gen AI boosters: Automating the extraction of requirements from unstructured data like client emails or meeting notes; Generating initial draft of user stories or use cases based on high-level inputs.2. System Design & Architecture3. Coding & Development* Inputs: Design documents, user stories, coding standards* Outputs: Source code, unit tests, software modules* Roles: Developers, DevOps Engineers* Data sources: Code repositories, documentation* Gen AI boosters: Code generation from specifications or user stories; Automated code reviews and suggestions for best practices.Automated UX design to code generation.4. Quality Assurance & Testing5. Deployment & Operations6. Project Management7. Documentation & Reporting and an RFP sales response process might include the following steps:1. RFP Opportunity Discovery and Qualification2. Initial Review and Go/No-Go Decision* Inputs: RFP documents, qualification matrix, strategic fit analysis* Outputs: Go/No-Go decision, initial questions for clarification.* Roles: Senior Management, Sales, Technical Experts, Legal and Compliance Officers* Data sources: RFP documents, internal strategy documents, competitive intelligence reports, financial performance data* Gen AI boosters:Automated Compliance Matrix – extract requirements from RFPs and generating a requirements checklist. Use to ensure that the response meets all specifications and mandatory criteria;Risk Assessment Modeling – Analyze historical data on past projects, identify patterns, and predict potential risks. Enables a more proactive approach to risk management in the proposal.3. Detailed RFP Analysis4. Solution Development and Pricing5. Response Writing and Documentation6. Internal Review and Revision7. Proposal Submission8. Post-Submission Activities9. Award/ Feedback Analysis Based on these examples and this format, detail the possible for each of the steps in the work process we are analyzing. The R.I.G.H.T. Prompting Forumla Role – Tell the AI who it should play Information – Give it all the relevant details Goal – Be clear about what you want to achieve How – Explain the desired format and process Tweak – Tool-specific options and refinements From Zero to Hero – Prompt Enhancement Zero shot – No examples. Just instructions. One shot – Include an indicativeexample or template. Few shots – Demonstrate several desired outputsand use cases. Chain of thought – Guide it how solve complex problems with reasoning. Your task: to compare the result of a prompt on a job-related task – Use the J&J Chatbot – Open 2 separate browser tabs with it – In one – write a basic prompt for a task – In another – use advanced prompting techniques Creating Value Two paths for creating value to customers, users, and stakeholders with Generative AI: Create value through enhanced services, for example: AI-powered support chatbot, connected to your organization’s knowledge and to customer data Customized training materials – adapted to the user’s skill, language, preferences, etc. Highly personalized sales, marketing and communication Create value byadding GenAI capabilities into your products, for example: Creating draft text suggestions for users in fields Allowing users to generate new scenarios and flows for their needs Putting generative capabilities in users’ hands, allowing them to use generated music, voice, images, and videos in their outputs Use generative AI capabilities to add the following to your services and products: Personalization: Integrate individual data, tailor communication & recommendations, making each journey unique. Interaction: Dynamic interaction via chatbots, virtual assistants, and personalized content delivery. Emotion: Emotionally intelligent engagements with sentiment analysis, AI personas and moods. Experiences: Build continuous and evolving customer experiences across channels and products. Stories: AI-powered multi-modal storytelling, with brand voice and messaging, and audience adjustment. Exercise – Interact with Data PartyRock demo of use cases: 1. Examine the snapshots Log file analyzer Intelligent Inventory & SC Optimizer 2. Try it out yourselves with the mockup data Log file analyzer: – Link to app – Files: logdemo, complaintdemo, Product info demo Intelligent Inventory & SC Optimizer: – Link to app – Files: current inventory, Production schedule, BOM, Supplier orders, HostoricalIssues
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