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Research Aug 2025
... and ultimately drives business success. Software engineering leaders must guide their teams to make the right tool choices and take advantage of new AI capabilities for test management. Overview Introduction Analysis Gartner Recommended Reading Note 1: Test Management Tool Example Features Gartner Research ...

Analyst(s):   Joachim Herschmann   |   Jim Scheibmeir   |   Thomas Murphy
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Research Oct 2025
... Access Research Already a Gartner client? API gateways now support emerging needs for AI mediation and agentic AI. As gateway capabilities are vital to modern architectures, software engineering leaders should use this research to explore diverse API gateway solutions and identify the best fit for their ...

Analyst(s):   Shameen Pillai   |   Nicholas Carter   |   Wei Jin   |   John Santoro
Research May 2025
... client? Integration platform as a service enables users to integrate applications and data, automate processes, create composite services and support AI adoption. This research helps software engineering leaders choose iPaaS solutions that offer the right depth of capabilities for their use cases. Overview ...

Analyst(s):   Allan Wilkins   |   Andrew Humphreys   |   Keith Guttridge   |   Andrew Comes
Premium Research Aug 2025
... AI and business leaders face clashing AGI forecasts, but still must set strategy. Gartner’s structured AGI Claims Navigator measures the credibility of competing claims about AGI, determines a range of confidence and maps those ranges to specific planning actions. Gartner Research ...

Analyst(s):   Frank Buytendijk   |   Philip Walsh   |   Pieter den Hamer
Q&A November 05 2026
... reductions as an outcome of proven and sustained AI performance, not as a prerequisite for achieving value from AI. Q: How can leaders determine whether AI is ready to absorb work currently performed by human agents? Emily: Leaders should determine whether AI can consistently deliver the required outcomes ...
Premium Research Oct 2025
... API Portal API Testing API Security Deployment Flexibility Event-Driven and Streaming Gateway Federation Versioning and API Governance AI Mediation and Protocol Support AI Enablement Mobile/Web Back-End APIs Integration Using APIs Internal API Management Productizing APIs Distributed API Management Inclusion ...

Analyst(s):   Nicholas Carter   |   Steve Schwent   |   John Santoro   |   Shameen Pillai
Announcement October 14 2026
... consumer AI revenue that can be attributed to AI data centers during this period is forecast to reach no more than $3.6 trillion. Because most AI-native providers operate asset-light business models, we predict that less than half of AI revenue will be earned by providers that own significant AI infrastructure ...
Premium Research Aug 2025
... As performance gains in latest-frontier LLMs plateau, AI leaders must shift focus from relying on stand-alone LLMs to leveraging them as components within broader AI systems that incorporate diverse AI techniques and strong data, engineering, monitoring and security practices. Insights at a Glance Key ...

Analyst(s):   Leinar Ramos   |   Ben Yan   |   Pieter den Hamer   |   Birgi Tamersoy
Research Aug 2025
... client? Cloud-native application platforms remove infrastructure management complexity and enable product teams to deliver cloud-native applications and AI agents. This research helps software engineering leaders evaluate cloud-native application platform vendors and find the best fit for their organization ...

Analyst(s):   Mukul Saha   |   Prasanna Lakshmi Narasimha   |   Tigran Egiazarov
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