Discover Key Trends Across Technology Domains

Data

Databases and platforms

Trend 1

Data platforms transforming into business growth enablers

Trend 2

HTAP for faster insights

Data pipelines and streams

Trend 3

AI-driven data engineering to increase the velocity of innovation

Data consumption

Trend 4

Marketplaces helping businesses to democratize data consumption

Trend 5

Sentient systems connecting AI/ML to business processes for better insights and actions

Data governance and operations

Trend 6

Proactive smart governance through AI-first

Trend 7

Intelligent cloud-based data operations to increase operational efficiency

Data privacy

Trend 8

Growing data usage and privacy regulations call for unified rules

Trend 9

Privacy-first modernization, driven by increasing cloud transformations

Data assurance

Trend 10

Cloud data validation for reliable data clouds and lakes

Trend 11

Developing end-to-end, self-service test data management

Data security

Trend 12

Securing data across the value chain, from origination to consumption

Trend 13

Cloud access security brokers for enhanced data protection

Artificial Intelligence

AI algorithms

Trend 1

Deep neural network architectures help improve generalization and accuracy

Trend 2

Transition from system 1 to system 2 deep learning

Natural language processing

Trend 3

Active learning for content intelligence from documents

Speech

Trend 4

Speech processing through deep learning

Trend 5

Open-source models now comparable to commercial counterparts

Trend 6

End-to-end conversational offerings in focus

Computer vision

Trend 7

Image segmentation, classification, and attribute extraction through AI

Trend 8

AI and cloud power video insights

AI on the edge

Trend 9

Edge-based intelligence to address latency and point-specific contextual learning

Data engineering

Trend 10

AI-powered technologies enhance data scientists' experience

Trend 11

Responsible data crucial for safe and sound AI development

Trend 12

AI-based tools enhance dataquality

Responsible AI

Trend 13

AI ethics throughout the development lifecycle

AI platforms

Trend 14

Integrated AI lifecycle tools to drive industrialized AI

Trend 15

From data scientist to data engineer with automated ML

Cloud

Platform as a service

Trend 1

Container offerings evolve to build enterprise-ready solutions

Trend 2

Serverless solutions become mainstream with evolving offerings

Migration, management, and operations

Trend 3

Cloud-neutral observability stack becomes prevalent

Trend 4

Automation usage rises sharply in cloud platform engineering

Software as a service

Trend 5

SaaS shifts from cloud applications to purpose-built solutions

Cloud security

Trend 6

Zero trust gains preference in integrated cloud security

Trend 7

Holistic security becomes prominent for a safe multicloud environment

Vertical focus and industry cloud

Trend 8

Vertical and industrial cloud offerings gain prominence

Trend 9

Partnerships and collaborations increase for industry cloud

Experience

User experience design

Trend 1

Designers become more integral and versatile to enhance UX

Macro design

Trend 2

Safe and secure designs become prominent to win customer trust

Trend 3

Contactless experiences gain consideration across industries

Metaverse

Trend 4

Collaborative design brings cross-functional teams together

Trend 5

LCNC to democratize metaverse designing

User interface

Trend 6

Gesture-controlled UIs find usage across businesses

Trend 7

Rapid naturalization of human-machine interaction improves UX

Digital channels

Trend 8

Conversational channels become more immersive and personalized

Trend 9

Immersive experiences are increasingly turning humanlike

User experience technology

Trend 10

JavaScript in the frontend technology landscape continues to dominate

Trend 11

Spatial UIs with real-time inputs enhance UX

Trend 12

SAP's LCNC tools encourage citizen developers

Circularity and sustainability

Trend 13

Increased adoption of circular solutions for a better planet

Trend 14

Metrics as a design feature help achieve circularity and sustainability

Trend 15

Product designs change as right to repair (RTR) gains momentum

Engagement platforms

Trend 16

Experience- and intelligence-driven commerce provides superior customer engagement

Artificial intelligence in design

Trend 17

AI-driven, next-generation, hyperpersonalized UXs gain prominence

Trend 18

Enhanced content localization with AI

Security and compliance

Trend 19

Accessibility advancements help onboard new users

Trend 20

Privacy protection becomes critical and central to futuristic designs

API, Microservices

Architecture and design

Trend 1

Adoption of CNCF standards increases

Trend 2

New application layer protocols replace HTTP REST for greater efficiency

Languages and ecosystems

Trend 3

Go and Kotlin become the primary choice for lightweight microservices

Trend 4

.NET 5 improves developer experience and unifies runtime behavior on multiple platforms

Frameworks and stacks

Trend 5

Focus shifts from languages and frameworks to stacks

Trend 6

Polyglot frameworks gain prominence

Tools

Trend 7

Browser-based IDE and cloud workspaces proliferate

Trend 8

Cloud engineering using DevSecOps becomes a norm

API Platforms

Trend 9

Complete API-driven infrastructure proves efficient in handling multiple cloud platforms

Trend 10

Enterprises increasingly adopt API marketplace solutions

Trend 11

LCNC platforms accelerate API adoption

Low Code, No Code

Experience design

Trend 1

From single user to collaborative models and design platforms

Trend 2

AI and ML drive hyperpersonalization

Digital experience and application platform

Trend 3

Intelligent and integrated experiences enhance applications

Trend 4

AI co-development boosts productivity

Digital process automation

Trend 5

Cloud provides a force multiplier for LC development

Trend 6

Process mining and optimization

Enterprise productivity

Trend 7

More focus on Enterprise productivity and collaboration

Trend 8

Remote collaboration gains prominence

Data science and AI

Trend 9

AI and ML find significant usage in cloud services

Trend 10

Enterprise-level AI shifts from fragmented to integrated and managed activities

Cybersecurity

Infrastructure security

Trend 1

Developments in microsegmentation enable zero-trust alignment

Trend 2

Proactive decoys and lures gain prominence for advanced cybersecurity and zero trust

Identity and access management

Trend 3

Advanced threat detection capabilities strengthen security measures in identity management

Trend 4

Verifiable credentials/decentralized identity and passwordless authentication strengthen digital identity ecosystem security

Data security

Trend 5

Data security platforms become a necessity to safeguard information

Trend 6

Growing cloud workloads demand data security posture management

Governance, risk management, and compliance

Trend 7

Organizations increasingly adopt unified control frameworks to strengthen compliance and optimize costs

Trend 8

AI/ML and integrated and quantitative approaches help manage third-party risks

Vulnerability management

Trend 9

A paradigm shift to microservices-based architecture and API security

Trend 10

Safeguarding supply chains against cyber threats

Managed security services - threat detection and response

Trend 11

GenAI-powered security operations gain wider acceptance

Trend 12

Data pipelines for effective cybersecurity

Emerging technologies

Trend 13

IT-OT security convergence gains popularity for unified, rapid protection

Trend 14

Organizations embrace zero-trust security in OT/IoT network

Cloud security

Trend 15

Cloud-native application protection platform elevates multicloud security for businesses

Trend 16

Firms secure hyperautomation to future proof their businesses

Data privacy

Trend 17

Privacy compliance becomes key to digital transformation

Trend 18

Customer trust hinges on robust privacy controls

IT BizOps

Digital Experiences

Trend 1

Conversational customer service and experience augment user experience

Trend 2

Enterprises quickly enhance user experience with micro-feedback and nudges

Trend 3

More immersive experiences for field service operations

Business Process as a Service

Trend 4

Enterprises increasingly use process mining solutions to fix upstream root causes to prevent downstream issues

Trend 5

Industry data exchanges and vertical/enterprise outcome-based platforms gain prominence

Trend 6

Cognitive, extreme automation, and digital worker management with a focus on risk and compliance

AI Operations and Automation

Trend 7

Shift to a sentient digital workforce from simple runbook automation

Trend 8

Ticket triaging, solution prediction, and auto resolution become eminent

Trend 9

Rapid advancements in computer vision and AI ease field service operations

Agility and Innovation

Trend 10

Shift of innovation centers and rapid innovation delivery

Trend 11

BizDevSecOps to drive agility in business operations

Resilient Operations

Trend 12

Increased adoption of AIOps-driven site reliability engineering and edge resiliency

Trend 13

Performance management to become integrated and ecosystem-driven

Hybrid Cloud

Trend 14

SRE-driven, multicloud management to achieve operational efficiency and improved service availability

Trend 15

Cloud-native technologies adoption to build platforms for accelerated innovation and speed to market

Service Management

Trend 16

Business outcomes become the new measure of service management

Trend 17

Going beyond IT service management to enterprise service management

DevSecOps

Enterprise-scale CI/CD

Trend 1

Modernization drives demand for cloud-based DevOps

Trend 2

DevOps scales across the enterprise to drive agility

Security and policy compliance

Trend 3

End-to-end integrated DevSecOps pipelines aid enhanced security

Trend 4

Codification of security and privacy controls enables a shift left

DevSecOps for packages

Trend 5

Increased DevSecOps adoption in the SAP ecosystem

Trend 6

End-to-end, inbuilt platform capabilities strengthen

DataOps

Trend 7

DataSecOps enhances data efficiency

Trend 8

AI and ML products integrate with DevSecOps

AI/MLOPS

Trend 9

AI models deployed at the edge for better customer experience

Trend 10

Integrated MLOps practices enhance AI capabilities

NetOps

Trend 11

Organizations shift to intent-based networking (IBN)

Trend 12

Open-source, closed-loop AIOps drive cognitive and intelligent next-gen OSS

ALM

Trend 13

OKRs help track decisions and product value

Trend 14

NoOps brings extreme automation and abstraction to the IT infrastructure

QA DevOps

Trend 15

Hyperautomation offers faster and more efficient testing

Trend 16

Real-time and automated security integrate with DevSecOps

Open source

Modern apps

Trend 1

Cloud-native modern apps gain wider acceptance

Trend 2

AI/ML usage increases in modernization and app development

Trend 3

Phased approach proves least disruptive during modernization

Open-source data

Trend 4

HTAP demonstrates efficiency in real-time analytics

Trend 5

AI/ML-driven data engineering gains prominence

Cloud continuum

Trend 6

Managed services from CSP to lower barriers to open-source adoption

Trend 7

Cloud continuum expands for distributed, polycloud, and edge systems

Connectivity

Trend 8

Software-defined and disaggregation of network elements to enhance cost efficiency, flexibility, and scaling

Trend 9

AI/ML and orchestration systems empower extreme automation

Operations

Trend 10

AIOps gain momentum with open-source

Trend 11

Open-source DevSecOps and MLOps become mainstream

Distributed technologies

Trend 12

Decentralized identity management to enable better privacy and security

Trend 13

Interoperable DLT networks to create portable, end-to-end decentralized applications

Open-source standards

Trend 14

Open-source becomes critical for technology standards and innovation

Trend 15

Open industry standards gain more recognition

Digital Workplace Services

Digital collaboration

Trend 1

Next gen collaborative apps to enhance hybrid work experience

Trend 2

Metaverse facilitates immersive collaboration

Device infra and life cycle management

Trend 3

Cloud-powered endpoint management platforms gain prominence

Trend 4

Digital experience management drives efficiency

Workplace security and user privacy

Trend 5

Widespread adoption of integrated data security solutions

Trend 6

Organizations combine zero trust and SASE to establish perimeter less workplace

Employee experience

Trend 7

Transformation toward unified and human-centric mobile-first experiences

Trend 8

Wellbeing and sustainability at the core

Unified communications and contact center as a service

Trend 9

Cloud migration and digital inclusivity become essential

Trend 10

Cognitive and connected platforms drive verticalized experience

Connected workspaces

Trend 11

More focus on productivity and collaboration

Trend 12

Sustainability solutions gain prominence

Smart operations enhance agent performance

Trend 13

Smart operations enhance agent performance

Trend 14

Digital assist transforms agent experience

Digital learning

Trend 15

Personalized learning to build future-ready workforce

Trend 16

Learning analytics to create more opportunities for employees

5G

Manufacturing: Smart factories and more

Trend 1

5G enables AI, predictive and preventive analytics to turbocharge smart factories

Trend 2

5G-enabled remote monitoring of production machinery, and asset tracking enhances safety and efficiencies

Discrete manufacturing: IT-OT intelligent integration

Trend 3

5G powered remote operations and maintenance boosts efficiency across the value chain

Trend 4

5G influences accelerated adoption of unmanned technologies like robotics, autonomous and drone systems

Connected vehicles: Internet of mobility

Trend 5

5G-enabled connected car platforms is a winning proposition for all stakeholders

Trend 6

5G makes vehicle-to-everything (V2X) communication pervasive

Energy and utilities: Improving operational efficiency

Trend 7

A mobile workforce empowered by 5G delivers increased efficiencies

Trend 8

5G-enabled solution to contain the risks of wildfires and power outages

Financial services: Strengthening control and security

Trend 9

5G-led remote supervision of financial devices reduces cost and time to market

Trend 10

5G strengthens autonomous security

Retail: Building connected stores

Trend 11

Connected retail stores with 5G, Edge

Education

Student admissions and enrollment

Trend 1

Improved prospective student experience

Trend 2

Digitized admissions and personalized onboarding

Academics — planning and instruction

Trend 3

Comprehensive faculty information management

Trend 4

Smart academic planning

Student Learning Management And Success

Trend 5

Next-generation learning

Trend 6

Advanced student engagement

Institutionwide Services And Infrastructure

Trend 7

Digital process automation

Community, Alumni, And Donor Engagement

Trend 8

Alumni engagement

Governance, Risk, And Compliance

Trend 9

Live institution

Trend 10

Advanced project and program management

Digital Supply Chain

Manufacturing

Trend 1

Make-to-order with consolidated procurement to navigate supply shortages

Trend 2

Increased data sharing for supply chain transparency

High-tech

Trend 3

In-factory and supply chain operations reach end-to-end digitization

Trend 4

AI-based predictive maintenance and smart automation

Consumer, retail, and logistics

Trend 5

Stockless order fulfillment becomes the norm

Trend 6

AI-powered demand planning gains prominence

Mining

Trend 7

Digital twins adoption grows for existing and new mine sites

Trend 8

Miners turn to smart inventory management and logistics to optimize supply-chain

Key Trends

Explore key trends across technology domains

Databases and platforms

Data pipelines and streams

Data consumption

Data governance and operations

Data privacy

Data assurance

Data security

AI algorithms

Natural language processing

Speech

Computer vision

AI on the edge

Data engineering

Responsible AI

AI platforms

Platform as a service

Migration, management, and operations

Software as a service

Cloud security

Vertical focus and industry cloud

User experience design

Macro design

Metaverse

User interface

Digital channels

User experience technology

Circularity and sustainability

Engagement platforms

Artificial intelligence in design

Security and compliance

Architecture and design

Languages and ecosystems

Frameworks and stacks

Tools

API Platforms

Experience design

Digital experience and application platform

Digital process automation

Enterprise productivity

Data science and AI

Infrastructure security

Identity and access management

Data security

Governance, risk management, and compliance

Vulnerability management

Managed security services - threat detection and response

Emerging technologies

Cloud security

Data privacy

Digital Experiences

Business Process as a Service

AI Operations and Automation

Agility and Innovation

Resilient Operations

Hybrid Cloud

Service Management

Enterprise-scale CI/CD

Security and policy compliance

DevSecOps for packages

DataOps

AI/MLOPS

NetOps

ALM

QA DevOps

Modern apps

Open-source data

Cloud continuum

Connectivity

Operations

Distributed technologies

Open-source standards

Digital collaboration

Device infra and life cycle management

Workplace security and user privacy

Employee experience

Unified communications and contact center as a service

Connected workspaces

Smart operations enhance agent performance