A digital immune system (DIS) uses a variety of techniques – including AI-augmented testing and software supply chain security – to improve the quality okhatrimaza and resilience of business-critical systems.

Applied observability takes raw data, adds context and analytics, and generates data-driven business and IT decisions. AI trust, risk and security management (AI TRiSM) covers AI model governance, trustworthiness, fairness, reliability, robustness, efficacy and privacy.

Industry cloud platforms combine software, platform and infrastructure as a service with tailored, industry-specific functionality.

Platform engineering provides the tooling, capabilities and processes required to optimise developer experience and accelerate digital delivery. Wireless-value realization covers the delivery of business value via end-user computing, edge devices and digital tagging (RFID).

Organisations need to concentrate on their core missions and strengths in difficult times, according to Forrester: "In 2023, smart business leaders will get focused – pruning efforts that aren't bearing fruit and prioritizing long-term growth.

Economic and geopolitical turmoil will sow fear and disruption, yet panic, short-sighted revenue grabs, and poorly planned returns to the office will only make things worse."

CCS Insight's 2023 predictions are grouped into 10 categories: Silicon Foundations, Sustainability, Infrastructure Advances, Connectivity Providers, Regulation, New Opportunities, Personal Futures, Changing Workplace, Virtual Worlds, and Connected Devices.