Gartner hype cycle 2021 emerging technologies

GARTNER HYPE CYCLE 2021 EMERGING TECHNOLOGIES SOFTWARE

Organizations should consider model operationalization (ModelOps) for operationalizing AI solutions. Gartner expects that by 2025, 70% of organizations will have operationalized AI architectures due to the rapid maturity of AI orchestration initiatives. вЂњHowever, to reduce AI project failures, organizations must efficiently operationalize their AI architectures.вЂќ вЂњOn average, it takes about eight months to get an AI-based model integrated within a business workflow and for it to deliver tangible value,вЂќ says Shubhangi Vashisth, Senior Principal Analyst, Gartner. 1: Operationalizing AI initiativesДЇor the majority of organizations, continuously delivering and integrating AI solutions within enterprise applications and business workflows is a complex afterthought.

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Hence, the following four trends dominate this yearвЂ™s AI landscape: However, the prime focus for organizations is to accelerate the speed at which the proofs of concept (POCs) move into production. Through the use of natural language processing (NLP) and emerging technologies such as generative AI, knowledge graphs and composite AI, organizations are increasingly using AI solutions to create new products, improve existing products and grow their customer base. вЂњAs organizations continue their focus on digital business transformation, they must accelerate change and cut through the hype surrounding emerging technologies,вЂќ said Melissa Davis, research vice president at Gartner.Download now: 2021-2023 Emerging Technology Roadmap

GARTNER HYPE CYCLE 2021 EMERGING TECHNOLOGIES SOFTWARE

Organizations should look to composable applications, composable networks, AI-augmented design, AI-augmented software engineering, physics-informed AI, influence engineering, digital platform conductor tools, named data networking, and self-integrating applications.ДЇor example, composable applications allow businesses to recognize and take advantage of business opportunities, respond to change, and meet customersвЂ™ changing demands. Technologies to explore to accelerate growth include multi-experience, industry cloud, AI-driven innovation, quantum machine learning, generative AI, and digital humans.ДЇinally, technology can be used to sculpt change and bring order to the chaos that the disruptive nature of change usually brings with it. Gartner recommends company balance technology risk with business risk to ensure that their near-term objectives can be met. Wanting to accelerate growth is another impetus for exploring new technologies. In addition to sovereign clouds, other technologies to watch to engineer trust include NFTs, machine-readable legislation, decentralized identity, decentralized finance, homomorphic encryption, active metadata management, data fabric, real-time incident center, and employee communications applications. One solution to these concerns is to use a sovereign cloud that will provide legal requirements to apply data protection controls, residency requirements, protectionism, and intelligence gathering. вЂњLeading organizations will lean on the emerging technologies in this yearвЂ™s Hype Cycle to build trust and new growth opportunities against a background of continued strategic change and economic uncertainty.вЂќДЄccording to Gartner, trust demands security and reliability, but it can also be a foundation for delivering business value if that foundation consists of engineered, repeatable, trusted, proven and scalable practices and innovations.Д¬urrently the market for cloud technologies and services is dominated by US and Asian providers, which is leading many European companies who store their data in these reasons to have political uneasiness, concerns about retaining data control, and complying with local regulations. Breakthrough technologies are continually appearing, challenging even the most innovative organizations to keep up,вЂќ said Brian Burke, research vice president at Gartner.

вЂњTechnology innovation is a key enabler of competitive differentiation and is the catalyst for transforming many industries. Engineering trust, accelerating growth, and sculpting change are three main reasons companies are looking to explore emerging technologies, such as NFTs, sovereign cloud, data fabrics, generative AI, and composable networks, according to GartnerвЂ™s Hype Cycle for Emerging Technologies 2021.

Gartner hype cycle 2021 emerging technologies