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US utilities to face significant challenge as power demand surges for the first time in decades

LONDON and HOUSTON and SINGAPORE, Oct. 17, 2024 (GLOBE NEWSWIRE) — US power demand has remained essentially flat for the past decade, but this is all about to change as a pending surge in demand growth will be the biggest challenge for utility companies in decades, according to the latest Horizons report from Wood Mackenzie.

According to the report, “Gridlock: the demand dilemma facing the US power industry” US electricity demand growth will be between 4% and 15% through 2029, depending on the region, with burgeoning data–centre development, a resurgence in energy–intensive US manufacturing, and greater transport and heating electrification driving electricity demand growth not seen since the 1990s. Demand growth rates for individual utilities may be much higher as the demand being added to the grid is not evenly spread and one large load can have a significant impact on the growth of individual utilities.

All of this will prove a major challenge for utilities to adapt and provide interconnection and new supply, as well as companies with large electricity needs to sustain growth.

“In most industries, demand growth of 2–3% per year would be easily managed and welcomed,” said Chris Seiple, Vice Chairman of power and renewables with Wood Mackenzie. “In the power sector, however, new infrastructure planning takes 5 to 10 years, and the industry is only now starting to plan for growth.

“Moreover, most state public utility commissioners have little experience of regulating in a growth environment. And as technology C–suites realise that energy may be the largest constraint on their growth, they are shocked as businesses that move at light speed learn about the pace at which electric utilities move.”

Demand drivers

Data centers and the burgeoning artificial intelligence industry have become main drivers of activity, with Wood Mackenzie identifying 51 GW of new data–centre capacity announcements since January 2023. In the Horizons report, Wood Mackenzie has considered a scenario in which electricity demand from data centres grows by a mid–range estimate of 15% per year over the next five years, which is about 25 GW of new data centre capacity

Data centers will be competing with a resurgence in US manufacturing, particularly in the areas of battery, solar wafers and cells and semiconductors, which are projected to add up to15,000 MW of high–load–factor demand over the next few years

Lastly, the wider electrification of the economy will drive demand, with electric vehicle use continuing to grow and electrolysers connecting to the grid potentially adding another 7,000 MW of demand through 2030.

2024–29 GWh demand growth as a percentage of 2024 GWh demand

Capacity constraints

Many constraints are impacting the system’s ability to meet this demand growth, such as coal plant retirements, the lack of transformers and breakers needed to interconnect new plants and large loads, and the slow pace at which interconnection studies are completed and transmission capacity is added to the grid. From now to 2030, Wood Mackenzie forecasts annual utility–scale renewable additions to grow from around 29 GW to 40 GW per year.

“The constraint is not the demand for renewables, but the ability to get through permitting, interconnection and building out the transmission system accordingly,” said Seiple. “All things being equal, our renewable forecast additions would accommodate electricity demand growth of about 2% per year. If renewables are only able to barely match the pace of demand growth, it means we won’t be decarbonizing the power sector.”

A new paradigm, with upward pressure on price

Little demand growth the last 15 years in the US and some new supply from renewables has kept wholesale power prices lower, but this may change.

“With new demand growth comes a new era,” said Seiple. “Electricity prices will be under upward pressure. Valuations of fossil and nuclear assets are increasing as the market absorbs this new paradigm. More announcements of deferred coal plant retirements and efforts to reopen previously closed nuclear plants may follow. What will be most interesting is how this plays out in markets where there is no retail choice versus markets where it does exist.”

The report concludes that transmission planning, permitting and construction are the biggest bottlenecks to meeting future demand growth. It will take an integrated approach from utilities, regulators and policymakers to meet this challenge and buildout needed to protect US national security, boost strategic economic growth and decarbonise the power sector to address climate change.

“This will be a major challenge. The last time the US electricity industry saw unexpected new demand growth like this was during World War II,” said Seiple. “Between 1939 and 1944, manufacturing output tripled, and electricity demand rose 60%. It was a closely coordinated national effort that brought together industry and policymakers to address the challenge and find innovation along the way. A similar effort is needed now.”

Read the entire report here.

For further information please contact Wood Mackenzie’s media relations team:

Mark Thomton
+1 630 881 6885
Mark.thomton@woodmac.com

Hla Myat Mon
+65 8533 8860  
hla.myatmon@woodmac.com 

The Big Partnership (UK PR agency)
woodmac@bigpartnership.co.uk

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About Wood Mackenzie

Wood Mackenzie is the global insight business for renewables, energy and natural resources. Driven by data. Powered by people. In the middle of an energy revolution, businesses and governments need reliable and actionable insight to lead the transition to a sustainable future. That’s why we cover the entire supply chain with unparalleled breadth and depth, backed by over 50 years’ experience in natural resources. Today, our team of over 2,000 experts operate across 30 global locations, inspiring customers’ decisions through real–time analytics, consultancy, events and thought leadership. Together, we deliver the insight they need to separate risk from opportunity and make bold decisions when it matters most. For more information, visit woodmac.com.

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Conclusion d’un accord de partenariat stratégique entre Articul8 AI et AWS pour proposer des solutions d’IA générative aux entreprises

SANTA CLARA, Californie, 17 oct. 2024 (GLOBE NEWSWIRE) — Articul8 AI (Articul8), un éditeur de logiciels d’intelligence artificielle générative, ou IA générative, a annoncé ce jour la signature d’un accord de partenariat stratégique (APS) avec Amazon Web Services (AWS) afin d'accompagner ses clients dans l’accélération du développement et du déploiement d’applications d’IA générative en production sur AWS.

Si l’intérêt général pour les technologies d’IA générative est en plein essor, les entreprises font encore face à différents enjeux pour faire évoluer leurs projets d’IA générative de l’état de preuve de concept (ou PoC pour Proof of Concept) à la phase de déploiement à l'échelle de production. Les principaux enjeux se rapportent à la complexité de la gestion des données, au manque de talents spécialisés, aux budgets à long terme imprévisibles, à l’éthique et à la gouvernance, à la performance et à la fiabilité à grande échelle, mais aussi à la complexité du déploiement sur plusieurs outils et piles technologiques. La plateforme d’IA générative complète (« full–stack ») d’Articul8 propose une solution clé en main (ou OOTB pour out–of–the–box) intégrée et optimisée pour les différentes composantes et couches de la pile d’IA générative. En délivrant des interfaces de programmation d’applications (API) prêtes à l’emploi et en neutralisant le côté complexe de la création d’applications d’IA générative, Articul8 aide ses clients à accélérer leurs cycles de développement et les délais de leurs résultats. En outre, sa plateforme d’IA générative ne présentant aucune dépendance externe, elle se déploie et se gère dans le cloud privé virtuel (ou VPC pour virtual private cloud) de ses clients pour leur apporter un contrôle intégral de leurs données, des politiques d’accès et d'autres règles et directives relatives à la sécurité de l’information. 

« Grâce à notre plateforme logicielle d’IA générative autonome, nos clients peuvent élaborer, déployer et gérer rapidement des applications d’IA générative de niveau expert et au stade de production sur AWS. Ils peuvent également développer des modèles spécifiques à leur entreprise en exploitant leurs propres données, le tout au sein d’un environnement sécurisé hébergé dans leur propre cloud privé virtuel, si bien qu’aucune donnée ne quitte jamais l'environnement de l’entreprise » indique Gautam Subbarao, Responsable des produits et des ventes chez Articul8. « Nous sommes impatients d’étendre notre collaboration avec AWS pour aider, ensemble, nos clients à tirer parti des technologies d’IA générative et résoudre leurs enjeux clés de transformation. » 

Le gestionnaire d’actifs d’envergure mondiale Franklin Templeton entend bien profiter du potentiel transformateur de l’IA générative sur toute la chaîne de valeur de la gestion d’actifs. À ce titre, la société investit dans des stratégies d’IA générative ciblées dans ses activités, en les alignant rigoureusement sur ses normes internes pour un usage éthique et responsable de ces technologies. En utilisant la plateforme d’Articul8 sur AWS, Franklin Templeton construit des applications et des flux de travail d’IA générative autonomes et multimodaux. 

« L’intelligence artificielle, ou IA, n’est pas une capacité unique. Les entreprises doivent concevoir efficacement un système intelligent en exploitant leurs propres données, qui s’intègre également à leurs flux de travail existants et représente leur proposition de valeur organisationnelle », remarque Vasundhara Chetluru, Responsable de la plateforme IA chez Franklin Templeton. Et de poursuivre : « Notre philosophie de conception s’accorde parfaitement avec la solution de plateforme d’IA générative full–stack d’Articul8 et sa capacité à aider les clients à développer et déployer rapidement des modèles et des applications d’IA générative spécifiques à leur domaine et/ou entreprise. Nous avons hâte de poursuivre notre collaboration avec l’équipe d’Articul8 AI. »

« L’IA générative présente le potentiel de transformer des secteurs économiques complets, mais son budget, la complexité de son déploiement et l’expertise requise par cette technologie émergente peuvent intimider les clients » observe Alan Braun, Directeur des partenariats technologiques chez AWS. « Cet accord de partenariat stratégique avec Articul8 développera sa capacité à proposer des solutions permettant à ses clients de construire et déployer des applications d’IA générative de qualité professionnelle sur AWS, tout en les aidant à atteindre des résultats commerciaux importants à grande échelle. »

Cette collaboration souligne la valeur d’Articul8 et d’AWS pour apporter de la flexibilité et une plus grande valeur commerciale aux clients dans plusieurs secteurs d’activité. Pour en savoir plus, rendez–vous sur le site : www.articul8.ai.

À propos d’Articul8 – Articul8 AI est un éditeur de logiciels d’intelligence artificielle générative (« IA générative ») axé sur l’accompagnement des entreprises dans la résolution de problèmes parmi les plus complexes au monde. Sa plateforme logicielle d’IA générative full–stack et verticalement optimisée représente le moyen le plus rapide de construire et déployer rapidement des applications d’IA générative sophistiquées, sécurisées et évolutives de niveau professionnel, et de les gérer de manière efficace et rentable. Les technologies d’IA générative propriétaires d’Articul8 sont indépendantes des infrastructures et de l’équipement informatique, et apportent une valeur commerciale durable en transformant les données des clients en éclairages exploitables. Notre équipe de seniors du domaine et d’experts en IA compte à son actif un historique de succès dans l’opérationnalisation et le déploiement de l’IA à grande échelle dans divers secteurs et applications critiques.

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Articul8 AI Assina Acordo de Colaboração Estratégica com a AWS para Fornecimento de Soluções de IA Generativa para Empresas

SANTA CLARA, Califórnia, Oct. 16, 2024 (GLOBE NEWSWIRE) — A Articul8 AI (Articul8), uma empresa de software empresarial de Inteligência Artificial Generativa (GenAI), anunciou hoje que assinou um acordo de colaboração estratégica (SCA) com a Amazon Web Services (AWS), com planos para ajudar os clientes a acelerar o desenvolvimento e a implantação de aplicativos GenAI em produção na AWS.

Embora tenha havido um forte interesse geral nas tecnologias GenAI, as empresas ainda enfrentam vários desafios, desde projetos GenAI de prova de conceito (PoC) até implantações em escala de produção. As principais preocupações incluem a complexidade do gerenciamento de dados, a escassez de talentos especializados, os custos imprevisíveis a longo prazo, a ética e a governança, o desempenho e a confiabilidade em escala e a complexidade da implantação em várias ferramentas e pilhas de tecnologia. A plataforma GenAI de pilha completa da Articul8 fornece uma oferta pronta para uso (OOTB) integrada e otimizada nos vários componentes e camadas da pilha GenAI. Ao fornecer interfaces de programação de aplicativos (APIs) prontas para consumo e reduzir a complexidade da criação de aplicativos GenAI, a Articul8 ajuda os clientes a acelerar seus ciclos de desenvolvimento e tempo para obter resultados. Além disso, a plataforma GenAI da Articul8 não possui dependências externas e é implantada e gerenciada na própria nuvem privada virtual (VPC) do cliente, dando aos clientes controle total dos seus dados, políticas de acesso e outras regras e regulamentos de segurança da informação. 

“A plataforma autônoma de software GenAI da Articul8 permite que os clientes criem, implantem e gerenciem rapidamente aplicativos GenAI de nível de produção e nível especializado na AWS. Os clientes também podem desenvolver modelos específicos da empresa usando seus próprios dados proprietários. Tudo isso acontece em um ambiente seguro dentro de seu próprio VPC, e nenhum dado sai do ambiente da empresa”, disse Gautam Subbarao, Dirigente de Produto e Comercial da Articul8. “Estamos prontos para expandir nossa colaboração com a AWS e, em conjunto, ajudar os clientes a aproveitar as tecnologias baseadas em GenAI para resolver problemas essenciais para a transformação dos seus negócios.” 

A Franklin Templeton, uma organização global de gestão de investimentos, pretende aproveitar o potencial transformador da GenAI em toda a cadeia de valor de gestão de ativos e está investindo em estratégias de GenAI direcionadas nos seus negócios, ao mesmo tempo em que se alinha firmemente com os padrões da empresa para o uso responsável e ético de tecnologias de IA. Com a plataforma GenAI da Articul8 na AWS, a Franklin Templeton está criando aplicativos e fluxos de trabalho GenAI autônomos e multimodais. 

“A Inteligência Artificial (IA) não é uma capacidade única, e as organizações devem criar efetivamente um sistema inteligente usando seus próprios dados que também se integre aos fluxos de trabalho existentes e represente sua proposta de valor organizacional”, disse Vasundhara Chetluru, Dirigente da Plataforma de IA da Franklin Templeton. “Nossa filosofia de design se alinha bem com a solução de plataforma GenAI de pilha completa da Articul8 e sua capacidade de ajudar os clientes a desenvolver e implantar rapidamente modelos e aplicativos GenAI específicos de domínio/empresa. Estamos prontos para dar continuidade com a nossa colaboração com a equipe da Articul8 AI.”

“A IA generativa tem o potencial de transformar setores inteiros, mas seu custo, complexidade de implantação e experiência necessária em torno dessa tecnologia emergente podem ser intimidantes para os clientes”, disse Alan Braun, Diretor de Parcerias Tecnológicas da AWS. “Este Contrato de Colaboração Estratégica com a Articul8 expandirá sua capacidade de fornecer soluções que permitam aos clientes criar e implantar aplicativos de IA generativa de nível empresarial na AWS e ajudar os clientes a alcançar resultados de negócios significativos em escala.”

Essa colaboração ressalta o valor da Articul8 e da AWS para fornecer flexibilidade e desbloquear maior valor comercial para os clientes em todos os setores. Para mais informação, visite: www.articul8.ai.

Sobre a Articul8 – A Articul8 AI é uma empresa de software empresarial de IA generativa (“GenAI”) focada em ajudar as organizações a resolver os problemas mais difíceis do mundo. A plataforma de software GenAI de pilha completa e verticalmente otimizada da Articul8 é a maneira mais rápida de criar, implantar e gerenciar aplicativos GenAI de nível empresarial sofisticados, seguros e escaláveis de forma rápida e econômica. As tecnologias GenAI proprietárias da Articul8 são independentes de infraestrutura e hardware e oferecem valor comercial duradouro, transformando os dados do cliente em insights acionáveis. Nossa equipe de veteranos do setor e especialistas em IA tem um histórico de sucesso na operacionalização e implantação de IA em escala em uma variedade de aplicativos e indústrias de missão crítica.

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Articul8 AI unterzeichnet strategische Kooperationsvereinbarung mit AWS zur Bereitstellung generativer KI-Lösungen für Unternehmen

SANTA CLARA, Kalifornien, Oct. 17, 2024 (GLOBE NEWSWIRE) — Articul8 AI (Articul8), ein Unternehmen für Unternehmenssoftware im Bereich der generativen künstlichen Intelligenz (GenAI), gab heute die Unterzeichnung einer strategischen Kooperationsvereinbarung (SCA) mit Amazon Web Services (AWS) bekannt, die Kunden dabei helfen soll, die Entwicklung und Bereitstellung von GenAI–Anwendungen in Produktionsumgebungen auf AWS zu unterstützen.

Obwohl das Interesse an GenAI–Technologien insgesamt groß ist, stehen Unternehmen weiterhin vor verschiedenen Herausforderungen, wenn es darum geht, von Proof–of–Concept (PoC) GenAI–Projekten zu Produktionsbereitstellungen überzugehen. Zu den Hauptproblemen gehören die Komplexität des Datenmanagements, der Mangel an spezialisiertem Fachpersonal, unvorhersehbare langfristige Kosten, Ethik und Governance, Leistung und Zuverlässigkeit im großen Maßstab sowie die Komplexität der Implementierung über verschiedene Tools und Technologie–Stacks. Die umfassende GenAI–Plattform von Articul8 bietet ein Out–of–the–Box–Angebot (OOTB), das in die verschiedenen Komponenten und Schichten des GenAI–Stacks integriert und optimiert ist. Durch die Bereitstellung von sofort einsatzbereiten Anwendungsprogrammierschnittstellen (APIs) und die Vereinfachung der Komplexität bei der Erstellung von GenAI–Anwendungen unterstützt Articul8 Kunden dabei, ihre Entwicklungszyklen zu optimieren und schneller Ergebnisse zu erzielen. Darüber hinaus ist die GenAI–Plattform von Articul8 nicht von externen Anbietern abhängig und wird in der eigenen Virtual Private Cloud (VPC) des Kunden bereitgestellt und verwaltet, wodurch die Kunden die volle Kontrolle über ihre Daten, Zugriffsrichtlinien und andere Regeln und Vorschriften zur Informationssicherheit haben. 

„Die autonome KI–Softwareplattform von Articul8 ermöglicht Kunden die schnelle Entwicklung, Bereitstellung und Verwaltung von GenAI–Anwendungen auf Expertenniveau und in Produktionsqualität auf AWS. Kunden können auch unternehmensspezifische Modelle mit ihren eigenen Daten entwickeln. All dies geschieht in einer sicheren Umgebung innerhalb der eigenen VPC, und keine Daten verlassen jemals die Unternehmensumgebung“, sagt Gautam Subbarao, Head of Product & Commercial, von Articul8. „Wir freuen uns darauf, unsere Zusammenarbeit mit AWS auszubauen und gemeinsam Kunden dabei zu unterstützen, GenAI–basierte Technologien zu nutzen, um Probleme zu lösen, die für die Entwicklung ihrer Unternehmen entscheidend sind.“ 

Franklin Templeton, eine globale Investmentmanagement–Gesellschaft, beabsichtigt, das transformative Potenzial von GenAI in der gesamten Wertschöpfungskette der Vermögensverwaltung zu nutzen und investiert in gezielte GenAI–Strategien in ihren Geschäftsbereichen, während sie sich gleichzeitig an den Standards des Unternehmens für einen verantwortungsvollen und ethischen Einsatz von KI–Technologien orientiert. Mit der KI–Plattform von Articul8 auf AWS entwickelt Franklin Templeton autonome und multimodale GenAI–Anwendungen und Workflows. 

„Künstliche Intelligenz (KI) ist keine isolierte Fähigkeit, und Unternehmen müssen auf der Grundlage ihrer eigenen Daten ein intelligentes System schaffen, das sich in bestehende Arbeitsabläufe integrieren lässt und ihren organisatorischen Mehrwert darstellt.“, sagt Vasundhara Chetluru, Head of AI Plattform von Franklin Templeton. „Unsere Design–Philosophie passt gut zur Full–Stack–GenAI–Plattformlösung von Articul8 und deren Fähigkeit, Kunden bei der schnellen Entwicklung und Bereitstellung von domänen–/unternehmensspezifischen GenAI–Modellen und –Anwendungen zu unterstützen. Wir freuen uns auf die weitere Zusammenarbeit mit dem Articul8 AI–Team.“

„Generative KI hat das Potenzial, ganze Branchen zu verändern, aber die Kosten, die Komplexität der Bereitstellung und das erforderliche Fachwissen im Umgang mit dieser neuen Technologie können Kunden abschrecken“, sagt Alan Braun, Director, Technology Partnerships von AWS. „Diese strategische Zusammenarbeit mit Articul8 wird ihre Fähigkeit erweitern, Lösungen anzubieten, die es Kunden ermöglichen, unternehmensgerechte generative KI–Anwendungen auf AWS zu entwickeln und bereitzustellen, und den Kunden dabei zu unterstützen, bedeutende Geschäftsergebnisse in großem Umfang zu erzielen.“

Diese Zusammenarbeit unterstreicht den Wert von Articul8 und AWS bei der Schaffung von Flexibilität und Mehrwert für Kunden in unterschiedlichen Branchen. Weitere Informationen finden Sie unter: www.articul8.ai.

Über Articul8 – Articul8 AI ist ein Unternehmen für generative KI („GenAI“), das sich darauf konzentriert, Unternehmen bei der Lösung der schwierigsten Probleme der Welt zu unterstützen. Die vertikal optimierte GenAI–Softwareplattform von Articul8 ist der schnellste Weg, um anspruchsvolle, sichere und skalierbare GenAI–Anwendungen für Unternehmen schnell und kosteneffizient zu entwickeln, bereitzustellen und zu verwalten. Die firmeneigenen GenAI–Technologien von Articul8 sind infrastruktur– und hardwareunabhängig und liefern einen nachhaltigen Geschäftswert, indem sie Kundendaten in verwertbare Erkenntnisse umwandeln. Unser Team aus Branchenexperten und KI–Spezialisten verfügt über langjährige Erfahrung in der erfolgreichen Operationalisierung und Bereitstellung von KI in großem Maßstab in einer Vielzahl von unternehmenskritischen Anwendungen und Branchen.

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Articul8 AI Signs Strategic Collaboration Agreement with AWS to Deliver Generative AI Solutions to Enterprises

SANTA CLARA, Calif., Oct. 16, 2024 (GLOBE NEWSWIRE) — Articul8 AI (Articul8), a Generative Artificial Intelligence (GenAI) enterprise software company, announced today that it has signed a strategic collaboration agreement (SCA) with Amazon Web Services (AWS), with plans to help customers accelerate the development and deployment of GenAI applications in production on AWS.

While there has been strong overall interest in GenAI technologies, enterprises are still facing several challenges going from proof–of–concept (PoC) GenAI projects to production–scale deployments. Key concerns include the complexity of data management, shortage of specialized talent, unpredictable long–term costs, ethics & governance, performance & reliability at scale, and complexity of deployment across multiple tools and technology stacks. Articul8's full–stack GenAI platform provides an out–of–the–box (OOTB) offering that is integrated and optimized across the various components and layers of the GenAI stack. By providing ready–to–consume application programming interfaces (APIs) and abstracting the complexity of building GenAI applications, Articul8 helps customers accelerate their development cycles and time to outcomes. In addition, Articul8's GenAI platform has no external dependencies and is deployed and managed in the customer’s own virtual private cloud (VPC), giving customers full control over their data, access policies, and other information security rules and regulations. 

“Articul8’s autonomous GenAI software platform allows customers to rapidly build, deploy, and manage expert–level, production–grade GenAI applications on AWS. Customers can also develop enterprise–specific models using their own proprietary data. All of this happens in a secure environment within their own VPC, and no data ever leaves the company environment,” said Gautam Subbarao, Head of Product & Commercial, at Articul8. “We look forward to expanding our collaboration with AWS and jointly helping customers leverage GenAI–based technologies to solve problems that are core to transforming their businesses.” 

Franklin Templeton, a global investment management organization, intends to leverage the transformative potential of GenAI across the asset management value chain and is investing in targeted GenAI strategies in its businesses while firmly aligning with the firm’s standards for responsible and ethical use of AI technologies. Using Articul8’s GenAI platform on AWS, Franklin Templeton is building autonomous and multi–modal GenAI applications and workflows. 

“Artificial Intelligence (AI) is not a single capability, and organizations must effectively create an intelligent system using their own data that also integrates with existing workflows and represents their organizational value proposition,” said Vasundhara Chetluru, Head of AI Platform at Franklin Templeton. “Our design philosophy aligns well with Articul8's full–stack GenAI platform solution and their ability to help customers rapidly develop and deploy domain/enterprise–specific GenAI models and applications. We look forward to continuing our collaboration with the Articul8 AI team.”

“Generative AI has the potential to transform entire industries, but its cost, complexity of deployment, and the required expertise around this emerging technology can be intimidating to customers,” said Alan Braun, Director, Technology Partnerships at AWS. “This Strategic Collaboration Agreement with Articul8 will expand their ability to provide solutions that enable customers to build and deploy enterprise–grade Generative AI applications on AWS and help customers achieve meaningful business outcomes at scale.”

This collaboration underscores the value of Articul8 and AWS to provide flexibility and unlock greater business value for customers across industries. For more information please visit: www.articul8.ai.

About Articul8 – Articul8 AI is a Generative AI (“GenAI”) enterprise software company focused on helping organizations solve the world’s toughest problems. Articul8's full–stack, vertically–optimized GenAI software platform is the fastest way to build, deploy and manage sophisticated, secure, and scalable enterprise–grade GenAI applications rapidly and cost–effectively. Articul8's proprietary GenAI technologies are infrastructure and hardware–agnostic and deliver lasting business value by transforming customer data into actionable insights. Our team of industry veterans and AI experts have a heritage of successfully operationalizing and deploying AI at scale across a variety of mission–critical applications and industries.

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