Local PDF: FT Special Report Future of AI 2.pdf
Vitor Findings Collection https://docs.google.com/presentation/d/1P6p-cD6HgXKFQSRvDlzmAyEffmDkFy0g_otjmur1-ig/edit?slide=id.g3b19eeee375_0_4#slide=id.g3b19eeee375_0_4
Predicts 2026: AI’s Impact on the Future of Workforce
My Thoguts
AI vs Digital criar um slide para representar bem a sequinte mensagem? Lembra da epoca de Digital, que a TI estava sobrecarregada, então se criava uma pessoa, mais alinhada com o negócio, para explorar as possibilidades do Digital? o Lider de AI é algo equivalente, mas com uma diferença - o negócio era um elemento estável, eu atendia clientes por telefone, e com o digital eu passo a atender clientes pelo celular. Com IA, o negócio não é mais estável, seja por telefone ou por digital (canal ou meio) a inteligência artificial pode redefinir o que é atender!
https://gemini.google.com/app/ca8ea641bb888dfe
Overview
How to Think About Artificial General Intelligence AI Vendor Race: Race Ahead with AI
Dois pontos que devem ser comuns em todos os domínios:
# #ai impacts in XXX
# Enhancing XXX with AI #ai
O que eu preciso saber sempre AI: Know what goods like Consistencia.. aquelas keywords.
Although AI already helps describe and predict all types of situations, the AI future is quite unpredictable because this digital technology evolves extremely fast. Artificial Intelligence | SpringerLink
This chapter explores the rapid rise of AI, especially large language models (LLMs), which excel in tasks like programming, creative work, and decision-making but also pose risks associated with bias, Artificial Intelligence | SpringerLink
consistently include all data and accurately replicate Comparative analysis of concept mapping: human participants vs. ChatGPT
Types of Analytics Generative AI
Implementing Generative AI at Large Enterprises: The Technology is Not Where Big Companies Struggle | The Journal of Business and Artificial Intelligence The Technology is Not Where Big Companies Struggle
How Gartner Supports
The new AI Score for AI Leaders is now live, giving AI leaders a clear way to assess maturity, build improvement plans, and leverage curated resources. As part of these updates, the AI Maturity Assessment is expanding to all of IT EU and the AI Maturity Model will be sunset. Learn more about these updates.
AI Strategy
Become an AI-First Organization: 5 Critical AI Adoption Phases
Defining AI and Setting Realistic Expectations
The Pillars of a Successful Artificial Intelligence Strategy
Applying AI — A Framework for the Enterprise
These 6 Elements Form the Foundation of Your AI Operating Model (gartner.com)
The Pillars of a Successful Artificial Intelligence Strategy (gartner.com)
Research Roundup for Artificial Intelligence Operating Models
How to Start and Scale Responsible AI for Business Value
Artificial Intelligence Primer for 2024
Become an AI-First Organization: 5 Critical AI Adoption Phases
AI Organization
Head of AI and Gartner AI resources
This research slide deck highlights the rise of the dedicated AI leader role as companies mature in their AI adoption, noting that while the CIO often initially handles AI, a significant percentage of organizations now have or plan to appoint specialized AI leaders.
It also showcases new Gartner.com resources that you and Frossard will definitely want to leverage.
Gartner’s 5-Phase Approach to Help EA Leaders Master and Apply AI ea
AI Strategy & Planning
Tech CEOs: Gain the Unbeatable Advantage With Human-AI Hybrid Workforces
Tech CEOs leveraging human-AI hybrid work augmentation will revolutionize productivity, even more so during a disorderly recession scenario. Those who master the human-AI hybrid workforce will command an unbeatable advantage, leaving competitors clinging to obsolete talent models.
Tool: Apply Gartner’s 4A Model to Plan Your AI Initiatives for the Next 18 Months
Reference Guides
Reference Guide for AI, People and Culture
The Reference Guide for AI, People and Culture features an in-depth collection of Gartner frameworks and studies that enable executive technology leaders to prepare for AI’s impact on the workforce. The guide specifically focuses on AI culture and change, AI skills and literacy, and AI-human relationships.
Key Findings
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The Reference Guide for AI, People and Culture outlines essential components, objectives and actions supported by Gartner research to help CIOs and other digital leaders (including chief digital officers [CDOs] and CTOs) seeking to understand and address the impact of AI on workforce dynamics and organizational culture.
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Many organizations struggle to balance rapid AI adoption with the need to support people and culture. The main challenge is not just technical implementation, but ensuring that employees are equipped, engaged and empowered to work successfully alongside AI. Without a coordinated focus on skills, culture, and human-AI relationships, organizations risk resistance, low adoption, and missed business value.
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This research highlights significant opportunities for CIOs to lead with a people-first approach. Ultimately, organizations that align their AI strategy with people and culture are better positioned to realize sustainable value from AI.
Recommendations
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Use this reference guide to facilitate AI-driven transformation with empathy, integrating AI in ways that are human-centric. The guide provides a structured approach to navigating the complexities of AI adoption, ensuring that both people and culture remain at the center of your strategy.
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Assess your organization’s AI readiness, identify gaps in skills and literacy, and create actionable plans for workforce planning and upskilling.
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Leverage the guidance on change management and employee engagement to help you lead AI-driven transformation with empathy, minimizing resistance and sustaining AI adoption.
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Design ethical, human-centric AI solutions that augment your workforce and align with your organizational values.
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Apply the AI-specific objectives and actions outlined here to guide your organization through change, ensuring that technology serves as a catalyst for positive cultural evolution and long-term success.
AI Ambition
Toolkit: Workshop to Define Your Enterprise’s AI Ambition (gartner.com) Webinar: Engage Clients and Prospects With the AI Ambition Radar and Use-Case Prism Planning Tool (gartner.com) Client Webinar: What Is Your Enterprise’s AI Ambition? (gartner.com)
AI First
AI-First Unpacked: What It Means, Why It Matters, and When to Act
AI Value value
Increase the Value of Generative AI Investments With Business Model Design
For True AI Value, Focus on Use Cases
Substantial Value From Generative AI on a Limited Budget (Dollar General Case Study) Calculating the ROI on GenAI Business Model Innovation Beyond Productivity: How to Cut Costs With Generative AI – this title doesn’t shout return but this is a great article around AI ROI Quick Answer: What Is the True Return on AI Investment? Podcast: Beyond ROI — The 3 AI Business Outcomes Every Leader Must Understand How Heads of EA Can Help Realize Value From Enterprise AI Strategy ea
Beyond Productivity: How to Cut Costs With Generative AI
Without AI Engineering, AI Pilots Stall and Fail to Deliver Value
AI Adoption
A Journey Guide to Generative AI Adoption for Technical Professionals
| Digital workplace and enterprise applications | Software engineering | Data and analytics | Infrastructure and operations | Cybersecurity |
| How do I implement everyday AI assistants using best practices? | How do I use AI to enhance my software development capabilities? | How do I get started with GenAI initiatives? | What platform should I use to deploy my AI workloads? | How do I secure our GenAI journey? |
| How do I improve data governance and compliance to take advantage of everyday AI assistants? | How do I build AI-powered applications? | How do I establish the foundations for GenAI systems? | How do I leverage AI to optimize my infrastructure operations? | How do I use GenAI to help with cybersecurity? |
| How do I prepare my organization for the introduction of everyday AI assistants and agents? | How do I design, optimize and scale GenAI systems? | |||
2026 Planning Guide for IT Operations and Cloud Management
Establish an AI “Build Versus Buy” Framework for I&O
AI Impact in Jobs and Workforce
Adapting Workforce Strategies to Prepare for AI’s Impact on Jobs Toolkit: Plan for AI’s Impact on Jobs Hype Cycle for the Future of Work, 2025
Prepare for AI’s Unexpected Workforce Behavioral Byproducts AI’s Impact on Productivity and Headcount
Policy and Regulation
How Global AI Policy and Regulations Will Impact Your Enterprise
Dear All,
We’re hoping to receive direct client feedback on the Evolving Insight How Global AI Policy and Regulations Will Impact Your Enterprise and I’ve opened early US am regional O4C to accommodate time zones. The scope of the note is broad, with deep analysis of the US, EU and China and discussion of 8 other sovereigns with pending AI regulations. It also includes peer perspective and AI legal policy announcements.
This note is one of the most read in the Analytics & AI KI (>9000 DPVs) – appreciate your assistance with setting up Client Inquiries with me so we can learn and address client questions in the updates to this note.
Thank you, Lydia Clougherty Jones
Prepare for AI Regulation by Addressing 4 Critical Areas
03 August 2023
Proposed AI and new regulations and guidance — in the EU, Canada, China, the U.S. and the U.K. — share commonalities. General counsel can home in on the overlaps to help organizations develop AI strategy amid the excitement around ChatGPT and other…
By: Laura Cohn
Board Briefing: AI Regulatory Updates
10 February 2024
Legal and compliance leaders should use this presentation to educate their board members on crucial updates in artificial intelligence regulations, such as the Biden administration’s executive order on AI, the European Union’s AI Act, China’s…
By: Madeline Massey
Tool: Generative AI Policy Template (gartner.com)
Clients will begin to expect we are using for insights. https://www.mckinsey.com/about-us/new-at-mckinsey-blog/meet-lilli-our-generative-ai-tool?cid=soc-web
[8/18 12:26 PM] Dale Forbes
How concerned are we with the time-to-market with customer-facing GenAI solutions? Today, it’s McKinsey who is talking about what they are offering (or will offer) their customers. I would bet Randy McCausland’s paycheck that Forrester and InfoTech are racing to get something out to their customers to demonstrate their ability to get innovative solutions to their customer base before the competition. We may risk giving more ammo to them.
laugh 4
AI Generated Video:
Here is an example of the kind of thing you can create - this took me 15 mins: https://player.hourone.ai/389245b458ce49b68c956357d4c7a67e
OpenAI’s ChatGPT application is creating a massive amount of buzz due to the disruptive market implications of a generative AI technology that enables conversational interactions. Here, we round up our recent research describing ChatGPT and how enterprises can leverage the technology. Published: 05 Apr 2023 Van Baker | Anthony Mullen
Tool: Enterprise Use Cases for ChatGPT
ChatGPT is a generative AI foundation model that has a great number of possible uses to the enterprise. Our downloadable Tool lists and profiles use cases for ChatGPT to help end users understand what is possible with the model and the restrictions inherent within its use cases. It also provides examples of potential enterprise uses. Published: 06 Mar 2023 Anthony Mullen | Wilco van Ginkel | Brian Burke | Bern Elliot
ChatGPT and GPT: A Board Reference Presentation
This PowerPoint presentation, which includes slides for the board, gives software engineering leaders an overview of ChatGPT, GPT and the field of generative AI. It outlines the technology, business context, example interactions and how to exploit this area, with industry and enterprise use cases. Published: 10 Mar 2023 Bern Elliot | Jim Hare | Anthony Mullen | Van Baker
Gartner Addresses Frequently Asked Questions on ChatGPT
Data and analytics leaders can use this research to get answers to their questions on the hot topic of ChatGPT. These questions are distilled from client inquiries, Gartner Peer Connect forums and vendor discussions, and our answers represent Gartner’s take on the topic at a high level. Published: 10 Feb 2023 Anthony Mullen | Bern Elliot | Frances Karamouzis | Leinar Ramos | Gabriele Rigon | Erick Brethenoux | Darren Topham | Ben Yan
Quick Answer: Can We Use ChatGPT for Code Transformation and Modernization?
ChatGPT’s ability to transform code from one language to another might appear a godsend for code transformation initiatives, but it has major limitations. At present, software engineering leaders should use it only for targeted, controlled use cases to augment developer-led initiatives. Published: 21 Jun 2023 Stefan Van Der Zijden | Howard Dodd
https://oecd.ai/en/data?selectedArea=ai-news This section leverages live data to show timely trends about where, how and at what rate AI is being developed and used and in which sectors.
[5/12 11:33 AM] Anderson,Fariba
Chris Howard just posted 8-minute video on LinkedIn that is fantastic… https://www.linkedin.com/posts/faribaanderson_gartnerlive-ai-technology-activity-7062548445978398720-jWk7?utm_source=share&utm_medium=member_desktop
like 5
Fariba Anderson - MBA, ICD.D, CMC, CGEIT on LinkedIn: chatgpt chatgpt4 chatgptforbusiness chatgptai chatgptexplained…
Check out the 8-minute video of Chris Howard for a better understanding of ChatGPT, Large Language Model (LLM) and Generative AI… With all the hypes, it…
[3/24 12:33 PM] Goldberg,David
And from today’s Daily Security Briefing email … https://www.helpnetsecurity.com/2023/03/23/chatgpt-hijacked-facebook/?utm_medium=email&utm_source=Eloqua&ref=GBSNewsletterEmail
Fake ChatGPT for Google extension hijacks Facebook accounts - Help Net Security
A new Chrome extension promising to augment users’ Google searches with ChatGPT also leads to hijacked Facebook accounts.
[3/24 12:37 PM] Dunlap,Brandon
One more thing to note re: ChatGPT. https://newatlas.com/technology/chatgpt-plugin-internet-access/
ChatGPT can now access the internet and run the code it writes
OpenAI has allowed its stunning ChatGPT AI to reach out into the world with staggering new powers. It can now access the internet, run its own code to solve problems, accept and work on uploaded fi…
[3/24 12:37 PM] Dunlap,Brandon
This is going to get MUCH harder to block as more and more companies begin leveraging the API.
like 1 surprised 1
From: D’Hoinne,Jeremy Jeremy.DHoinne@gartner.com Subject: Gartner - (Ref # 15748064) - ChatGPT Security Best Practices
Hello Davi Gardin,
As discussed on today’s call, here are the links to Gartner research.
Quick Answer: Why Should Service Leaders Care About ChatGPT?
Quick Answer: How Can You Manage Trust, Risk and Security for ChatGPT Usage in Your Enterprise?
Market Guide for AI Trust, Risk and Security Management
Thank you again for your time. Please reply all if we can provide more detail or answer additional questions.
Best Regards, Jeremy D’Hoinne | Research VP – Security Operations Email: jeremy.d’hoinne@gartner.com | www.gartner.com
Today’s webinar: Ask the Experts: The Impact of Generative AI, Such as ChatGPT is a great watch to share. All webinars are available publicly which I am leveraging to showcase our corporate generosity to enable our members to share our insights within their organizations. I am using the image below to make sharing our webinars easy for my members, prospects and win-backs 😊
Latest research:
New: How to Respond to the 2023 Cyberthreat Landscape
New: Predict 2023: Enterprises Must Expand From Threat to Exposure Management
New: Implement a Continuous Threat Exposure Management Program
Prepare for the New and Unpredictable Cyberthreats
A very interesting article in the NYT on ChatGPT/Generative AI from a couple of days ago: https://www.nytimes.com/2023/05/01/business/ai-chatbots-hallucinatation.html
I recommend to read the article of Yuval Noah Harari in the economist … besides the Gartner positions, as EP is good to have our POV April 28th was published
[Yesterday 12:25 PM] Matheny,Shawn Many clients are working on Zero Trust but there is also a Cyber component of QC that our clients should be working on. Chirag presented to over 20 of my clients and was very powerful.
[4/11 12:47 PM] Trueman,Christopher
There’s a joke going around about GAI:
Person 1 doesn’t want to write a long email, so they use GAI to write it from a few bullet points.
Person 2 doesn’t want to read the long email they receive, so they use GAI the summarize it into a few bullet points.
4/11 12:48 PM]
[4/11 12:49 PM] Trueman,Christopher
If the GAI isn’t adding new information and the value is just effort saved (as in the joke above), then it might not be that valuable. There is value in being concise.
However, if the GAI IS adding new information then we really need to know where that information is coming from, how trustworthy it is, and that means knowing “how the sausage gets made” (which some AI researchers even seem to struggle with today)
4/11 12:48 PM Meeting ended: 56m 42s
Efficient AI Archives - MIT-IBM Watson AI Lab
[2:13 PM] Segundo,Volmar
Mori,Vitor
Cara, vc postou uma mensagem no EITL brazil com o artigo que falava que deveriamos parar com testes de AI e depois vc apagou … fiquei cuioso de ler o artigo… me fala mais depois?
https://www.theguardian.com/technology/2023/mar/31/ai-research-pause-elon-musk-chatgpt
Letter signed by Elon Musk demanding AI research pause sparks controversy
The statement has been revealed to have false signatures and researchers have condemned its use of their work
[2:13 PM] Segundo,Volmar
Elon Musk and others urge AI pause, citing ‘risks to society’
Elon Musk and a group of artificial intelligence experts and industry executives are calling for a six-month pause in developing systems more powerful than OpenAI’s newly launched GPT-4, in an open…
[2:13 PM] Segundo,Volmar
https://futureoflife.org/open-letter/pause-giant-ai-experiments/
Pause Giant AI Experiments: An Open Letter - Future of Life Institute
We call on all AI labs to immediately pause for at least 6 months the training of AI systems more powerful than GPT-4.
Questions
[Tuesday 12:19 PM] Handler,Robert A. I don’t understand. Maybe I’m overly simplistic on this issue, but to me AI liability would not be terribly different than dog owner liability. Doesn’t someone own the AI most of the time? If the AI messes up, it’s on the owner.
[Tuesday 12:47 PM] Baker,Van L. Robert There are increasing number of pre-built AI models available to companies to license and deploy. This trend will continue to increase. surprised 1
[Tuesday 12:49 PM] Handler,Robert A. Yes, but in that model if you license something, you don’t own it. The licensor does. That said, at least in the US, everyone and their neighbor gets sued
2022 / Handler,Robert A. - sorry, I didn’t see your question in the chat during the call (sorry about that). The liability is associated with the company that owns the “AI Driver” - which could be a mobility operator or automaker. Liability does not sit with the owner of the vehicle - because they’re no more responsible for how the vehicle drives, than you would be for your taxi driver’s compliance with road regulations.
Learn Python with ChatGPT - DZone
ChatGPT is a conversational bot launched by OpenAI in November 2022. This article explores how the conversational nature of ChatGPT can be used to learn Python
AI vs Competitive Advantage
| Subject | Will AI Create Sustainable Competitive Advantage ? |
| From | Deepak Seth |
| To | DL Research Community AI; DL Generative AI; DL Research Community Technology Innovation |
| Sent | Wednesday, October 2, 2024 4:17 PM |
In the latest issue of HBR Jay Barnes and Martin Reeves (BCG) opine “AI Won’t Give You a New Sustainable Advantage But using it may amplify the ones you already have.”
“….the authors ask, will companies be able to leverage gen AI to build a competitive advantage? The answer, they argue in this article, is no—unless you already have a competitive advantage that rivals cannot replicate using AI. Then the technology may serve to amplify the value you derive from that advantage.”
To my mind the answer is a bit disingenuous because the “competitive advantage that rivals cannot replicate using AI” caveat blows a hole through the entire premise, since, many existing competitive advantages could very likely be disrupted or replicated by AI.
AI Literacy
Why You Need to Build AI Literacy Now (and How to Do It) Create an AI Literacy Roadmap to Drive Responsible and Productive AI Without AI Literacy, ROI Plummets Build Human-AI Collaboration Curricula for AI Literacy Programs Tool: Executive Education Playbook for Data and AI Literacy
AI Dynamic Capacity
AI and Dynamic Capacity: Strategies for Resilient Growth
Op Model
Increase Productivity With Generative AI and Operating Model Design
IP Protection
Protect Your IP in AI and Generative AI Software and SaaS Contracts
Risks
Emerging Risk Deep Dive: Shadow AI
Os perigos de compartilhar informações em ferramentas de inteligência artificial
A inteligência artificial (IA) já faz parte da rotina de muitas pessoas. Ajuda a responder perguntas simples e até a realizar cálculos mais complexos. Tem o poder de facilitar vários processos, mas e quando usamos a IA no âmbito profissional sem nenhuma supervisão?
Um termo que está pegando força é o Shadow AI (em português, IA Sombra). Esse conceito se refere ao uso de ferramentas de IA para tarefas corporativas sem a supervisão ou aprovação dos superiores.
— O problema é que muitos serviços de IA armazenam, processam e até utilizam as informações fornecidas para treinar seus modelos e dessa forma o uso dessas tecnologias pode trazer sérios riscos, em termos de segurança de dados, conformidade com regulamentos e privacidade — aponta Rafael Kratka, do Núcleo de Segurança da Informação em Tecnologia da Informação (NSITI).
Ao compartilhar informações corporativas, a chance de expor dados confidenciais da organização ou de pessoas físicas e jurídicas é grande, o que pode causar a violação da Lei Geral de Proteção de Dados (LGPD).
— Isso pode acarretar penalidades tanto para o órgão quanto para o servidor que utiliza a ferramenta. O Senado, acompanhando as rápidas mudanças e exigências que esse cenário impõe, está se adiantando e elaborando norma específica que disciplina a IA na Casa — informa.
IA no Senado
O uso de inteligência artificial vem sendo analisado de forma estratégica em quatro vertentes: infraestrutura, desenvolvimento de soluções, capacitação e governança. Segundo Adriano de Castro, assessor técnico do Escritório Corporativo de Governança e Gestão Estratégica (EGOV), há um Termo de Referência em andamento para a contratação de infraestrutura e serviços que servirão de base para futuros projetos de IA na Casa.
— Atualmente, dúvidas sobre desenvolvimento podem ser sanadas pelos setores de TI da Casa; as relativas à segurança, com o Núcleo de Segurança da Informação (NSITI); relativas a dados pessoais, com a Coordenação de Informação (Coinf); relacionadas aos aspectos de governança, com o EGOV. Além disso, um espaço interessante para o compartilhamento de dúvidas é o Fórum de IA, no Teams — explica.
Fica a dica
A inteligência artificial deve ser usada para otimizar o trabalho, priorizando a segurança e a privacidade de dados e de pessoas. O uso dessas ferramentas para tarefas profissionais requer maior cuidado para evitar imprecisões e assegurar a conformidade com normas legais.
Adriano reforça que é essencial avaliar os impactos éticos e garantir que a tecnologia complemente, e não substitua, a capacidade analítica e criativa dos profissionais. Para evitar qualquer risco, observe alguns cuidados ao utilizar ferramentas de inteligência artificial:
nunca compartilhe dados pessoais ou sigilosos diretamente na ferramenta;
aplique técnicas de anonimização: remova nomes, CPFs e outros identificadores antes de usar qualquer IA;
use dados genéricos ou uma síntese de dados sempre que possível;
antes de utilizar qualquer serviço, leia com atenção os termos de uso e as políticas de privacidade.
Get Outlook for iOS
AI Presentations
Provocative PResentation Cena cobras daquele jumanji - pequenar uma cena de fio que foi feita com cobras reais, e refazer comigo mesmo
AI Trends
Hype Cycle for Artificial Intelligence, 2024 Hype Cycle for Generative AI, 2023
Vibe coding
Why Vibe Coding Needs to Be Taken Seriously
AI Applying
AI – Moving beyond Usage Policy, Pilot Use Cases and Strategy:
- Wilkery Marie Yeargan’s great share of AI Reference Architecture. It is strongly recommended that AI be integrated into existing EA and Governance Processes whenever possible vs creating a completely separate set of processes. This goes right along with the new research – Don’t rush to appoint a Chief AI Officer (see top of David’s new content below)
- Hot off the press last week - 9 Regulatory and Legal Implications of Generative AI (gartner.com)
- Strongly suggest you watch Chris Howard’s series on AI Here is a sample - Video: Generative AI for Real-World Business Productivity (gartner.com)
AI hype has reached a fever pitch, and investments are ramping up, sometimes without effective enterprise architecture guardrails. EA leaders should use this tool, Documenting AI Reference Architectures, to help their organization produce AI reference architectures that can be used to guide solution design and delivery teams.
When to Use:
- This tool is designed to help EA leaders scope, define, document and communicate AI reference architectures required to support business and IT outcomes. It provides clear guidance to teams of the architecture building blocks and approach to be used for solution architecture design and delivery.
- The tool is a fully customizable PowerPoint template that demonstrates how to complete a full-scope AI reference architecture or minimum viable architecture (MVA) using a fictitious enterprise called QwaserZeeta Corp. The tool provides EA leaders guidance on completing the steps shown in Figure 1.
Figure 1. 10 Steps to Build Your AI Reference Architecture
If you or your clients have any questions about this research topic, or would like to speak with the Gartner analyst(s) Andreas Frangou, Shubhangi Jena, & Marcus Blosch who published this research please reach out to RES at +1 203-316-1200 or email at inquiry@gartner.com. For more guidance around similar topics please take a look at our key initiative(s): Enterprise Architecture Delivery & Artificial Intelligence
Related research recommendations can also be found below:
Recommended by the Author:
- Top Strategic Technology Trends for 2024: AI Trust, Risk and Security Management
- Toolkit: Discover and Prioritize Your Best AI Use Cases With a Gartner Prism
AI Impact
AI Survey Reveals AI Security and Privacy Leads to Improved ROI (gartner.com)
AI Maturity
AI Product productmanagement
Define Your Domain-Specific AI Product Strategy to Win the AI Race
AI Governance
2025 AI-Ready Governance Report_ Risk, ROI, and the reality of governing AI-1 Compartilho um estudo que pode trazer informações e insights com foco na Governança de IA. Foram entrevistados 1.250 líderes [C-level (17%), Diretores/VPs/Heads (45%), Gerência sênior (37%)] de TI na Europa e América do Norte [TI (20%), finanças (17%), manufatura (8%), varejo (8%), saúde (6%), entre outros]. A adoção de IA já está bem avançada nas empresas: • 60% já estão em uso “avançado/maduro” de IA. • 23% já usam IA generativa em produção. Mas essa aceleração está revelando problemas na governança tradicional: • O tempo gasto para gerenciar riscos de IA aumentou 37% em média no último ano. • 94% dos líderes de governança acreditam que suas empresas subestimam pelo menos um risco de IA. O risco mais negligenciado são as vulnerabilidades de cibersegurança. • A falta de integração entre as ferramentas e os processos de governança que não acompanham a velocidade da IA são os maiores gargalos. Ou seja, fica evidente que a IA é um fator de inovação, mas será preciso implementar uma Governança ágil e inteligente para mitigar riscos e gargalos. O relatório aponta que 98% das empresas planejamaumentar o orçamento para modernizar a governança no próximo ano.
Reference Guide for AI Governance
Toolkit: Setting Up a Committee Charter for AI Governance Executive Pulse: AI Governance Is Centralized for Most Organizations Heads of EA Must Partner With D&A Leaders for Effective AI Governance ea
Case Study: AI Governance for Heads of Enterprise Architecture, ea explores the practical application of adaptive governance at adidas. It highlights how collaborative governance between EA and D&A leaders can unlock the full potential of AI initiatives while managing risk and accelerating value delivery. The case demonstrates that traditional, control-based governance is no longer sufficient for the pace and complexity of AI-driven business needs, and that a unified, adaptive approach is key to both risk management and value creation.
Heads of EA Must Partner With D&A Leaders for Effective AI Governance, ea focuses on the strategic imperative for EA and D&A leaders to collaborate. It details how their complementary perspectives (EA’s enterprise-wide technology alignment and D&A’s expertise in data quality and business insights) are essential for unlocking AI’s full potential. Using adidas as an example, the note illustrates how joint governance models and shared decision-making drive better business outcomes and ensure that AI investments are both technically sound and aligned with organizational goals.
AI Metrics Kpis metrics
Essential KPIs for AI Change Management
AI Team Skills
Quick Answer: How to Develop PMO Team Skills to Oversee AI Outputs
AI Ethical Use
Greetings!
I hope your Data, Analytics, and AI journey is progressing well. Over the past few months, I’ve had the pleasure of engaging with you on some of the most pressing topics in our field. Today, I’m excited to share my latest research—something I believe is top of mind for all of us: the ethical use of AI.
Click here: 6 Case Studies To Help Navigate Ethical AI Dilemmas (log into your g.com account to access and read)
As AI continues to evolve at breakneck speed, so do the ethical challenges we face—spanning social responsibility, fairness, safety, and sustainability. This latest research presents six anonymized case studies (with fictionalized elements, but grounded in real-world trends and conversations) to help data, analytics, and AI leaders like you put ethical principles into practice.
These case studies are designed to spark reflection, provoke discussion, and guide your decisions as you design and govern AI initiatives. Inside, you’ll find practical insights to help answer questions such as:
- What happens when AI makes decisions that humans can’t explain?
- How do we define “fairness” in systems trained on biased histories?
- Who is accountable when AI and human judgment conflict?
- What’s the true cost of high-performing models in terms of energy and emissions?
I invite you to dive in, reflect, and use these scenarios to fuel your own ethical AI journey.
Best regards,
Deepak Seth
AI Enginerring
Without AI Engineering, AI Pilots Stall and Fail to Deliver Value
AI Ready-Data
As you probably saw in the Tradecraft chat, the AI-Ready Data Assessment Toolkit is out. This is a great addition for our clients (when Dave says “not bad”, we’re in a good place) and is in large part a result of our feedback. First from our very positive feedback on the How to Evaluate AI Data Readiness document and then following up with BTI that “This is great. It needs a tool”. They listened to us and incorporated us in its development, including going back to the drawing board when the first iteration didn’t seem client friendly. So, although my name is at the bottom as a contributor (which I didn’t know about until today actually), it’s really all of our names (I’ve asked if they’d put us as a group; not sure if they’d do that).
AI Use Cases
Video: Danone’s Journey Into AI-Based Forecasting Quick Answer: Where Should Business Architects Apply GenAI in Strategic Planning? Private Equity Playbook: Artificial Intelligence
Private equity firms that don’t use AI to drive their portfolio life cycle will generate significantly lower returns and multiples than those who do. Leveraging AI throughout the investment life cycle can significantly enhance revenue, reduce costs and maximize returns.
Tool: AI Use-Case Assessment for Executives
Use-case selection for AI can’t happen in a vacuum. Organizations must compare different aspects of value and feasibility to establish a prioritized list — and then create a portfolio of projects and products to develop and deliver. Executives can use this downloadable tool to identify, evaluate and compare potential AI use cases.
AI Intersections
AI vs EA
Tool: The Emergence of AI in Enterprise Architecture Demands the Creation of an AI Architect Role ea
path:domains/_D_EAI "AI"AI Case Study
Case Study: Enable and Scale GenAI Experiments With Verizon’s Platform Strategy
AI Definitions, Intersections and Applications
AI Techniques
Norms
Interessante, para quem não conhece…
“A norma ISO/IEC 42001 é o primeiro padrão internacional de sistema de gestão para inteligência artificial (IA).”
ISO 42001, published in December 2023, is the world’s first international standard for Artificial Intelligence Management Systems (AIMS). It provides a comprehensive framework for organizations to establish, implement, maintain and continually improve their AI systems throughout the entire life cycle.
The standard focuses on promoting responsible AI development and use, emphasizing ethical principles, transparency, accountability and risk management.
ISO42001 is designed to be applicable to organizations of all sizes and industries, offering a structured approach to balance innovation with governance in AI applications. Além do já “famoso” NIST AI Risk Management Framework (AI RMF) e SOC2
(Focos diferentes)
AI Aplications
AI in Government: Eye on Innovation Use Case Examples Generative AI Use-Case Comparison for Legal Departments Generative AI Use Cases for Legal and Compliance
AI Chatbots
Managing Multiple AI Chatbots: Architecture and UX Managing Multiple AI Chatbots: Governance and Key Metrics
AI and Consumer
Case Study - Fusing emerging consumer AI with human-centred CX to inform ongoing innovation
AI for Code Generation
Meta releases Code Llama, a code-generating AI model | TechCrunch
Generative AI and a new version of old programming | InfoWorld
GTP Client Webinar: Evolving Skills for AI-Augmented Software Engineers
Generative AI is revolutionizing the traditional software engineering development life cycle, creating both challenges and opportunities. Join us to learn which skills are crucial for software engineers to embrace change, adapt and flourish in this age of AI-augmented development.
UPCOMING WEBINAR
How to Improve Developer Effectiveness Using AI Coding Tools DevProductivity
Coding assistants are one of the leading users of generative AI, but not all organizations see the same level of impact on productivity or developer experience. This research offers proven and emerging practices that allow software engineers to increase the successful adoption of AI coding tools.
Matt Brasier | Gary Olliffe
Assessing GenAI for Modernizing Legacy Application Code
Modernizing legacy code such as COBOL is a significant challenge for organizations seeking to increase agility and reduce technical debt. Software engineers delivering modernization initiatives can achieve valuable benefits by using AI to assist with documentation, testing and code transformation.
Matt Brasier
AI Tools
https://www.magicslides.app/ https://pptgpt.streamlit.app/
AI and AirTicket
(1823) Solving Airline Rebooking with AI Agents - YouTube (1823) How to Use AI Agent for Finding Cheap Summer Vacation Tickets | Abacus AI - 2025 - YouTube The Future of Prosumer: The Rise of “AI Native” Workflows | Andreessen Horowitz https://www.usegalileo.ai/create/text-to-ui-example-1
AI in Gov
Artificial Intelligence Playbook for the UK Government (HTML) - GOV.UK Vi que Governo de UK publicou recentemente um playbook de IA. Seria interessante descobrir se de alguma forma nos apoiamos nesse trabalho… seria um case interessante. Se o nosso time que trabalha com D&A tiver essa informação. ☺️
<<<<<<< HEAD Generative AI - Instrospective
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Sourcing
Quick Answer: Which Cloud Provider Offers the Best Generative AI Business Outcomes?
AI Impact in Sourcing
Generative AI in Outsourced Software Development
Published: 21 Aug 2023
Gunjan Gupta | Arun Batchu
Tool: Commercial Terms Checklist for GenAI in Software and SaaS Vendor Negotiations
Published: 06 May 2025
Melanie Alexander | Jo Liversidge
How to Select and Contract for Outsourced Agile Development Services
Published: 13 Sep 2023
Luis Pinto | Gunjan Gupta | Jaideep Thyagarajan
Protect Your IP in AI and Generative AI Software and SaaS Contracts
Published: 22 Aug 2024
Melanie Alexander | Jo Liversidge
Negotiate AI and Generative AI Pricing to Avoid Skyrocketing Costs
Published: 16 May 2024
Melanie Alexander | Matthew Higgins
Toolkit: AI and GenAI Cost Calculator
Published: 28 Mar 2024
Frances Karamouzis | Nate Suda
AI Vendors
SGNL | Modern privileged identity management Identity-first security for human and AI workloads The world is changing, and traditional IAM tools can’t keep up. SGNL’s modern approach secures critical systems—including AI agents and LLMs—by integrating with your existing identity and security solutions.
AI Tecnology
AI Reference Architecture
Tool: Documenting AI Reference Architectures
AI Infrastructure
AI Infrastructure @ Hype Cycle for Container Technology, 2025
Emerging Tech Impact Radar: Generative AI Hardware Technologies Market Guide for Hybrid AI Infrastructure Innovation Insight for GenAI Infrastructure Vendor Rating: Intel AIFRST: An AI-First Framework for Heads of I&O
Joe Antelmi <Joe.Antelmi@gartner.com>
Thank you for your time today. In summary of our conversation, I’ve outlined my recommendations below:
https://fullstackdeeplearning.com/cloud-gpus/
https://docs.google.com/document/d/1J2BX9jkE5nN5EA1zYRN0lHhdCf1YkiFERc_nwiYqCOA/edit
https://hanlab.mit.edu/courses/2023-fall-65940
https://fullstackdeeplearning.com/course/2022/
https://fullstackdeeplearning.com/course/2022/lecture-2-development-infrastructure-and-tooling/
https://fullstackdeeplearning.com/course/2022/lecture-6-continual-learning/
deepspeed
anyscale
Use Case Guidance
https://www.anyscale.com/blog/serving-ml-models-in-production-common-patterns
https://docs.ray.io/en/latest/serve/tutorials/object-detection.html
https://medium.com/freestoneinfotech/automate-deep-learning-yolo-training-on-aws-using-spotty-e30239987732 (too bad you can’t use the cloud!)
https://www.anyscale.com/blog/fine-tuning-llama-2-a-comprehensive-case-study-for-tailoring-models-to-unique-applications (more focused on LLMs)
Applying AI — Techniques and Infrastructure
Enterprises are steadily progressing AI initiatives by embracing fast-evolving innovations including generative AI and AI engineering. This report provides an overview of Gartner’s AI-related research and coverage relevant to AI techniques, technologies, capabilities and infrastructure.
Published: 25 Apr 2023
AI Sources of Information
Smarter with Gartner
Academia Research
[2303.08518] UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation [2506.06941] The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity Explanation → (1866) Apple Just SHOCKED Everyone: AI IS FAKE!? - YouTube
Section & Economist Clipping
📝 Leaking our own AI manifesto
📝 How to use AI microapps without compromising security
Yes, you will lose your job to AI -
📝 100 POVs on AI from the world’s leading experts
3 Human Skills That Make You Irreplaceable in an AI World
Chantal Ben Presentation
- Avoid vendor lock as always - Snap vendor models
- Never mary yourself to model (vendor lock)s
- Just use a model, it’s Wrapper
- Be flexible…
- Frontier Models or OpenSource (LLama, Hunging)
- It’s simple a tool.. ingrediantes
- Utilize these expensive models
Clipping
Peter Thiel Just Revealed How Utterly Screwed The Entire AI Industry Is - The AI bubble is bursting. https://wlockett.medium.com/peter-thiel-just-revealed-how-utterly-screwed-the-entire-ai-industry-is-df7a6e4d5d60
Poems can hack ChatGPT? A new study reveals dangerous AI flaw According to a new study, it’s easy to get “AI” large language models like ChatGPT to ignore their safety settings. All you need to do is give your instructions in the form of a poem. https://www.msn.com/en-us/travel/news/poems-can-hack-chatgpt-a-new-study-reveals-dangerous-ai-flaw/ar-AA1R472X?ocid=msedgntp&pc=LCTS&cvid=e6ca2f17e9064ca6fb72ca46ddeee5e8&ei=38
Nate Suda https://www.linkedin.com/feed/update/urn:li:activity:7369688389027119104/
O golpe da IA nos jovens e as saídas para o futuro https://einvestidor.estadao.com.br/colunas/ana-paula-hornos/golpe-da-inteligencia-artificial-ia-nos-jovens-harvard/
You’ve probably seen Salesforce’s latest announcement on jobs.
Unless you are a tech company, exercise extreme caution in trying to follow, and not for the reasons that have beset Klarna this week.
Their strategy for value creation from AI is not your strategy (‘What’s Your AI Layoff Strategy?’ https://lnkd.in/erkZNpnc)
Look elsewhere for cost savings (‘Beyond Productivity: How to Cut Costs With Generative AI’ https://lnkd.in/eypKZ6vg), and revenue growth (‘Beyond the Product: How to Grow Revenue with Generative AI’ https://lnkd.in/ePfnGvYJ)
Subject: The Economist on Instagram: “A superstar strategy may make more sense when it comes to AI. But spraying money on stars in order to play catch-up is a gamble that may not pay off”
https://www.instagram.com/p/DNFuqeGg0p2/?igsh=OGwyM21rZ3I0bTN5
Estamos vivendo a bolha da IA. E por isso ela vai dar certo - UOL https://www.uol.com.br/tilt/colunas/diogo-cortiz/2025/08/24/estamos-vivendo-a-bolha-da-ia-e-por-isso-ela-vai-dar-certo.htm
Anthropic lança Claude para Serviços Financeiros e muda o jogo
https://www.letsmoney.com.br/p/claude-para-servi-os-financeiros-muda-as-regras-do-jogo-para-fintechs
Sobre o exemplo da OpenAI de spreedsheets, que eles capturam dados com 99% de acurácia.
AI admits it ignores instructions https://www.pcgamer.com/software/ai/i-destroyed-months-of-your-work-in-seconds-says-ai-coding-tool-after-deleting-a-devs-entire-database-during-a-code-freeze-i-panicked-instead-of-thinking/
Microsoft AI discovers 18 new battery materials in two weeks https://www.freethink.com/energy/battery-materials
No Code Is Dead - The New Stack https://thenewstack.io/no-code-is-dead/]
AI Makes us Worse. And Dumber. | Medium
Agentes de IA acertam diagnóstico 4x mais que médico - UOL
https://www.uol.com.br/tilt/colunas/diogo-cortiz/2025/07/06/ia-diagnostico-medico.htm
The Path to Medical Superintelligence | Microsoft AI
Claude is ready to ruin your marriage
See Section Emails!
Inteligência artificial vai mesmo acabar com trabalho para humanos? - UOL
https://www.uol.com.br/tilt/ultimas-noticias/deutschewelle/2025/06/28/a-inteligencia-artificial-vai-mesmo-dizimar-postos-de-trabalho-para-humanos.htm
Using AI might actually slow down experienced devs
Experienced developers are too “experienced” to be getting any time-saving benefits from AI, but it still makes work feel better. https://www.anthropic.com/news/anthropic-and-the-department-of-defense-to-advance-responsible-ai-in-defense-operations
Anthropic Awarded $200M DOD Agreement for AI Capabilities https://www.anthropic.com/news/anthropic-and-the-department-of-defense-to-advance-responsible-ai-in-defense-operations
The U.S. Department of Defense (DOD), through its Chief Digital and Artificial Intelligence Office (CDAO), has awarded Anthropic a two-year prototype other transaction agreement with a $200 million…
https://www.linkedin.com/feed/update/urn:li:activity:7328007501382107137/
(1789) AI Won’t Plateau — if We Give It Time To Think | Noam Brown | TED - YouTube
400 caixas de chocholate https://noticias.uol.com.br/internacional/ultimas-noticias/2025/05/12/menino-faz-compra-de-r-235-mil-em-pirulitos-pelo-celular-da-mae.htm
Why Tech Companies Are Pulling Job Listings|
The video explains that tech job postings have significantly declined (e.g., 40% in a month, 33% for software engineers over 5 years) despite a previous hiring boom. Major tech companies like Amazon, Meta, and Microsoft are reducing workforces, removing open job postings, and implementing hiring freezes. This shift, marking 2025 as a turning point, is driven by several factors:
- Automation and AI: AI is boosting engineer productivity (e.g., at Salesforce), allowing smaller teams to achieve previous output levels. This reduces the need for new hires.
- Focus on Existing Talent & Contractors: Nearly half of employers (48%) prioritize retraining current teams over new hires. There’s also a growing trend (28% of US tech leaders) to hire contractors for flexibility and cost reduction.
- Shift in Skill Demand: There’s a surge in demand for AI-specific roles (60% of US tech managers hiring for AI, up from 35%), creating a skills mismatch with the existing talent pool. This contributes to rising tech unemployment (2.9%) even with many open positions (470,000 as of Jan 2025).
- Changing Hiring Requirements: To fill specialized roles and speed up hiring, 56% of managers are loosening traditional requirements (e.g., specific degrees, years of experience), valuing adaptability and learning capacity.
- Macroeconomic Pressures: Despite record profits (e.g., Microsoft’s 17.6% revenue increase to 170B alongside layoffs), investor pressure for higher profit margins, global economic uncertainty, and competition are forcing companies to “do more with less.”
The video concludes that this isn’t just business maturation but a transformation where financial margins are prioritized over labor well-being. While the tech sector is projected to grow long-term (from 6M to 7.1M US jobs by 2034), current opportunities are becoming more technical and less accessible, risking a concentration of progress’s benefits among a few and leaving many workers behind.
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