Gartner today announced the top strategic technology trends that organisations need to explore in 2022. Analysts presented their findings during Gartner IT Symposium/Xpo Americas, which is taking place virtually through Thursday. Among those trends are Generative Artificial Intelligence (AI), AI Engineering, Hyperautomation and Autonomic Systems.
“With CEOs and Boards striving to find growth through direct digital connections with customers, CIOs’ priorities must reflect the same business imperatives, which run through each of Gartner’s top strategic tech trends for 2022,” said David Groombridge, research vice president at Gartner.
“CIOs must find the IT force multipliers to enable growth and innovation, and create scalable, resilient technical foundations whose scalability will free cash for digital investments. These imperatives form the three themes of this year’s trends: engineering trust, sculpting change and accelerating growth.”
The top strategic technology trends for 2022 are:
Generative Artificial Intelligence (AI)
One of the most visible and powerful AI techniques coming to market is generative AI – machine learning methods that learn about content or objects from their data, and use it to generate brand-new, completely original, realistic artifacts.
Generative AI can be used for a range of activities such as creating software code, facilitating drug development and targeted marketing, but also misused for scams, fraud, political disinformation, forged identities and more. By 2025, Gartner expects generative AI to account for 10% of all data produced, up from less than 1% today.
The number of data and application silos has surged in the last decade, while the number of skilled personnel in data and analytics (D&A) teams has either stayed constant or even dropped. Data fabrics – a flexible, resilient integration of data across platforms and business users – have emerged to simplify an organisation’s data integration infrastructure and create a scalable architecture that reduces the technical debt seen in most D&A teams due to the rising integration challenges.
A data fabric’s real value is its ability to dynamically improve data usage with its inbuilt analytics, cutting data management efforts by up to 70% and accelerating time to value.
With the rise in remote and hybrid working patterns, traditional office-centric organisations are evolving into distributed enterprises comprised of geographically dispersed workers.
“This requires CIOs to make major technical and service changes to deliver frictionless work experiences, but there is another side to this coin: the impact on business models,” said Groombridge. “For every organisation, from retail to education, their delivery model has to be reconfigured to embrace distributed services. The world didn’t think they’d be trying on clothes in a digital dressing room two years ago.”
Gartner expects that by 2023, 75% of organisations that exploit distributed enterprise benefits will realise revenue growth 25% faster than competitors.
Cloud-Native Platforms (CNPs)
To truly deliver digital capabilities anywhere and everywhere, organisations must turn away from the familiar “lift and shift” migrations and toward CNPs. CNPs use the core capabilities of cloud computing to provide scalable and elastic IT-related capabilities “as a service” to technology creators using internet technologies, delivering faster time to value and reduced costs.
For this reason, Gartner predicts that cloud-native platforms will serve as the foundation for more than 95% of new digital initiatives by 2025 — up from less than 40% in 2021.
As enterprises grow, traditional programming or simple automation will not scale. Autonomic systems are self-managing physical or software systems that learn from their environments. Unlike automated or even autonomous systems, autonomic systems can dynamically modify their own algorithms without an external software update, enabling them to rapidly adapt to new conditions in the field, much like humans can.
“Autonomic behaviour has already made itself known through recent deployments in complex security environments, but in the longer term, will become common in physical systems such as robots, drones, manufacturing machines and smart spaces,” said Groombridge.
Decision Intelligence (DI)
An organisation’s decision-making competency can be a significant source of competitive advantage, but it’s becoming more demanding.
Decision intelligence is a practical discipline used to improve decision making by explicitly understanding and engineering how decisions are made, and outcomes evaluated, managed and improved by feedback. Gartner predicts that in the next two years, a third of large organisations will be using decision intelligence for structured decision-making, to improve competitive advantage.
In the continuously changing business context, demand for business adaptability directs organizations toward technology architecture that supports fast, safe and efficient application change. Composable application architecture empowers such adaptability, and those that have adopted a composable approach will outpace competition by 80% in the speed of new feature implementation.
“In turbulent times, composable business principles help organisations master the accelerated change that is essential for business resilience and growth. Without it, modern organisations risk losing their market momentum and customer loyalty,” said Groombridge.
Hyperautomation enables accelerated growth and business resilience by rapidly identifying, vetting and automating as many processes as possible.
“Gartner research shows that the top-performing hyperautomation teams focus on three key priorities: improving the quality of work, speeding up business processes, and enhancing the agility of decision-making,” said Groombridge. “Business technologists supported an average of 4.2 automation initiatives in the past year, too.”
Privacy-Enhancing Computation (PEC)
As well as dealing with maturing international privacy and data protection legislation, CIOs must avoid any loss of customer trust resulting from privacy incidents. Therefore, Gartner expects 60% of large organisations to use one or more privacy-enhancing computation techniques by 2025.
PEC techniques – which protect personal and sensitive information at a data, software or hardware level – securely share, pool and analyse data without compromising confidentiality or privacy. Current use cases exist in many verticals as well as with public cloud infrastructures (e.g., trusted execution environments).
“Data is strung throughout many of this year’s trends, but it is only useful if businesses can trust it,” said Groombridge. “Today, assets and users can be anywhere, meaning the traditional security perimeter is gone. This requires a cybersecurity mesh architecture (CSMA).”
CSMA helps provide an integrated security structure and posture to secure all assets, regardless of location. By 2024, organisations adopting a CSMA to integrate security tools to work as a cooperative ecosystem will reduce the financial impact of individual security incidents by an average of 90%.
IT leaders struggle to integrate AI within applications, wasting time and money on AI projects that are never put in production, or struggling to retain value from AI solutions once released. AI engineering is an integrated approach for operationalising AI models.
“For fusion teams working on AI, the real differentiator for their organisations will lie in their ability to continually enhance value through rapid AI change,” said Groombridge. “By 2025, the 10% of businesses that establish AI engineering best practices will generate at least three times more value from their AI efforts than the 90% of enterprises that do not.”
Total Experience (TX)
TX is a business strategy that combines the disciplines of customer experience (CX), employee experience (EX), user experience (UX) and multiexperience (MX). The goal of TX is to drive greater customer and employee confidence, satisfaction, loyalty and advocacy. Organisations will increase revenue and profit by achieving adaptive and resilient TX business outcomes.