The Power of Generative AI in Accelerating No Code Adoption.pdf
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This document discusses the power of generative AI in accelerating no code adoption. It notes trends showing increasing use of no-code/low-code technologies and citizen developers. Generative AI can further boost productivity by integrating with no-code platforms. Examples are provided of generative AI generating code, chatbots, and other applications through natural language. The convergence of no-code platforms and generative AI has the potential to democratize automation and application development. Challenges to adoption include ethical issues, security risks, and the need for re-skilling. However, generative AI coupled with no-code represents a significant opportunity to transform software development and empower more users through conversational assistants.
The Power of Generative AI in Accelerating No Code Adoption.pdf
- 1. The Power of Generative AI in Accelerating No Code Adoption By Dr. Saeed Aldhaheri Director, Center for Futures Studies, University of Dubai President, Robotics and Automation Society, UAE No Code Innovation World Series, Dubai, Nov. 21 -22, 2023 Photo created by Image Creator Powered by DALL-E 3
- 2. 74% of technology purchases are funded, at least partially, by business units (BUs) outside of IT. Gartner 2022 65% of all app development by 2024 will be by low code and no code technology. Gartner 2022 Low-code No-code software development helps developers make cloud-native applications more than 10Xfaster (with 70%fewer resources). Forester Increasing trends toward No-Code and GenAI 80% of the user base in 2024 will be developers outside formal IT departments using low-code development. Gartner 2022 organizations that empower citizen developers score 33%higher on innovation measures than those that do not. McKinsey 80% or more enterprises will have used generative AI APIs and models and/or deployed GenAI- enabled applications by 2026. Gartner 2022
- 3. Driving forces • Increasing economic pressure • Rising demand for operational efficiency, • widening skills gap, • Highly customized automation workflows • Agility and adaptability • Embracing composable enterprise
- 4. From Low Code to No Code • Platforms that allow users to build applications and workflow solutions without having to write code. • Visual environment using: • drag-and-drop, or wizard, • and now Generative AI • No technical experience • Platforms that are used to rapidly develop and run custom applications by abstracting and minimizing the use of programming languages. Gartner • Visual environment using: • Drag-and-drop, or wizard • May require some technical experience Low Code No Code Use cases: Web development App development Task automation System integration AI development
- 5. Low Code / No Code platforms Power Apps Application Express Zoho Creator Pega Platform Kiss Flow Gartner Magic Quadrant for Enterprise Low-Code Application Platforms
- 6. Benefits of Low Code/ No Code • Fostering innovation • Accelerate business transformation • Through agility and adaptability • Faster development • Increased productivity • Empower users and citizens to develop apps • No coding skills • Benefits from cloud, Integration, and Scalability Benefits • 30 - 40% Boost in operational efficiency • 25 - 30% reduction in direct cost • 10 – 15% increase in workforce capacity
- 7. A Beginning Era of Generative AI: The Next Productivity Frontier • 40% of all working hours can be impacted by large language models (LLMs) like GPT-4. Accenture report 2023 • 62% • 62% of Language tasks account for 51% of the total time employees work. Accenture report 2023 • Generative AI could enable labour productivity growth of 0.1 to 0.6% annually through 2040. McKinsey 2023 report • Combining generative AI with all other technologies, work automation could add 0.2 to 3.3%points annually to productivity growth. McKinsey 2023 report
- 8. Generative AI use cases • LLMs generate text, images, code, videos, music,, etc • Text Generation • Text summarization • Translation • Code generation • Customized conversational chatbots • Data and sentiment analysis • Image-to-text
- 9. Example: Ask ChatGPT to build a website Prompt: Generate an html code for a conference website about No Code meets Generative AI and include topics such as the Generative AI revolution, convergence of No Code with GenAI, Gen AI use cases. Add tabs in Orange color for speaker information, Agenda, Registration, and Contact Information. The conference will be hosted in Dubai on 21 Nov 2023. include a background image about generative AI
- 10. What if software development is transformed into a conversation? I dream of a future where I can describe application requirements in plain language, and AI will translate these descriptions into a complete, production-ready app!
- 11. No Code With Generative AI • Generative AI is a turbocharger for Low Code / No Code environment • Democratizing automation • Natural language to Apps • Natural language to process • Image to process • Natural language to forms • Data processing, analysis, and predictions • Natural language to anything as a service! • DMN + BPA + GenAI = Intelligent Automation • AI + APIs --< The future • The Hyper-Productivity Era • GPTs: Custom versions of ChatGPT made for specific purposes
- 12. Convergence of No Code Platforms with Generative AI • Integration with LLMs provides useful functionality • Dynamic experience with conversational chatbots • Democratize application development • Fostering creativity and innovation • Prompting • Examples: • Create a purchase request process • Create a workflow that automates inventory updates • Design an app to manage inventory with automatic restocking From: Processmaker
- 13. Example: No Code with MS Bing
- 14. No Code and GenAI adoption in the MENA • UAE and Saudi Arabia are driving demand • Three summits in 2023 • Saudi Arabia and Dubai • UAE launched GenAI guideline • Dubai GenAI Assembly • Abu Dhabi TII – developing LLMs • Jais, Falcon 40B/180B • Dubai Center for AI (DCAI) • Future of GenAI in government services • Future of GenAI in media and communication • Dubai.AI: Personal digital assistant • Major platform developers are located in Dubai • Sectors: Government, Oil & Gas, Retail, Construction, Finance, Manufacturing,,etc
- 15. Challenges to adoption • Ethical issues • Governance risks • Privacy concerns • Transparency • Security risks • Re-skilling staff • A challenge to IT • compromise IT’s governance over the tech stack • Non-deterministic nature of GenAI Source: Sloan Management Review, Nov 14 2023
- 16. The future of No Code is AI Agents • In the near future, anyone who’s online will be able to have a personal assistant powered by artificial intelligence that’s far beyond today’s technology.” Bill Gates • Agents as the next platforms • AI Agents will upend software industry as we know it today • Accomplish tasks across applications • Improve over time • Democratizing services • Personalized AI assistants. OpenAI GPTs: a glimpse into the future • Business agents available to help staff and customers • Areas: healthcare, education, productivity, entertainment, shopping,,etc
- 17. Critical Success Factors • Shifts in mindset • Re-skilling (AI Literacy, Creativity, critical thinking, and problem-solving) • Adoption of ethical and responsible AI • Change management • Org maturity • A culture of democratized technology development
- 18. End Thank you