Explore 100+ predictions for data, analytics and AI through 2031. Learn how these insights can refine your strategy and accelerate digital transformation.
Get more from Gartner
Interested in receiving proven business and technology insights, analyst guidance, benchmarks, diagnostics and more? Connect with a Gartner representative to learn more about becoming a Gartner client.
... The race is on for Taiwan-headquartered original design manufacturer/electronics manufacturing service providers to deliver next-generation AI racks at scale under tight component and integration constraints. Their strength in power, thermal, validation, and manufacturing execution presents an oppor ...
... Access Insights Already a Gartner client? The complexity of managing multiple specialized tools not only inflates TCO but also hinders agility, innovation, and consistent D&A governance due to conflicting versions of truth. D&A leaders must consolidate underutilized governance tools to maximize operat ...
... Access Insights Already a Gartner client? Demand generation leaders must direct their teams to utilize holdout tests, despite resistance due to complexities and duration, in order to validate and/or make adjustments to optimize channel mix. Incrementality measurement provides evidence of which channel ...
... Access Insights Already a Gartner client? Retirement waves, shifting roles, and constrained hiring are creating hidden talent supply risks. To prevent talent gaps, CHROs must develop and help their organization leverage actionable talent pipeline intelligence. Insights at a Glance Impact Actions How to Ex ...
Analyst(s): Charlotte Siewick | Jonathan Tabah | Sasha Tuzel
... The 2026 Data and Analytics Technology Adoption Radar highlights 40 D&A and AI technologies and techniques linked to AI readiness, with adoption timelines, value and risk drivers. Data and analytics leaders can use this research to strategize technology adoption plans. Overview Contributors Gartner Recommended ...
... Access Insights Already a Gartner client? AI and data ecosystems will drive the data management software buyers toward public cloud hyperscalers. Product leaders of independent software vendors must understand the competitive behaviors of hyperscalers to drive differentiation, or risk losing market leadership ...
... As enterprises face SaaS workloads and ransomware threats, backup and data protection platforms are expanding their capabilities to ensure comprehensive data protection and recovery. This note guides heads of infrastructure and operations to learn from ratings and reviews by their peers shared on Gartner ...
... Data and analytics leaders often conflate D&A governance with data management, leading to misaligned expectations and weak program outcomes. This research clarifies their distinct nature and interdependencies — enabling leaders to build effective, business-driven D&A governance programs. Insights at ...