The next wave of AI innovation will not be determined solely by breakthroughs in large language models or generative capabilities. Instead, it will be shaped by the platforms, tools, and infrastructure that empower developers to build real-world applications at scale.
Google is positioning itself at the center of this shift through an integrated AI developer platform that combines advanced models, developer tools, and scalable infrastructure. By bringing together capabilities across Vertex AI, Gemini models, and Google Cloud’s infrastructure stack, Google is working to simplify the path from experimentation to production AI applications.
In this market brief by Futurum Research, in partnership with Google Cloud, we explore how Google’s approach to AI development aims to accelerate innovation, reduce friction for developers, and help organizations translate AI potential into production-ready solutions.
Read the report to explore:
- How the role of developers is evolving in the age of generative and multimodal AI
- Why developer platforms are becoming the critical battleground for AI innovation
- The challenges organizations face when moving AI applications from prototype to production
- How integrated tooling and infrastructure can simplify the AI development lifecycle
- How Google Cloud is building an ecosystem designed for the emerging AI-generation developer
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Author Information
Mitch Ashley is VP and Practice Lead of Software Lifecycle Engineering for The Futurum Group. Mitch has over 30+ years of experience as an entrepreneur, industry analyst, product development, and IT leader, with expertise in software engineering, cybersecurity, DevOps, DevSecOps, cloud, and AI. As an entrepreneur, CTO, CIO, and head of engineering, Mitch led the creation of award-winning cybersecurity products utilized in the private and public sectors, including the U.S. Department of Defense and all military branches. Mitch also led managed PKI services for broadband, Wi-Fi, IoT, energy management and 5G industries, product certification test labs, an online SaaS (93m transactions annually), and the development of video-on-demand and Internet cable services, and a national broadband network.
Mitch shares his experiences as an analyst, keynote and conference speaker, panelist, host, moderator, and expert interviewer discussing CIO/CTO leadership, product and software development, DevOps, DevSecOps, containerization, container orchestration, AI/ML/GenAI, platform engineering, SRE, and cybersecurity. He publishes his research on futurumgroup.com and TechstrongResearch.com/resources. He hosts multiple award-winning video and podcast series, including DevOps Unbound, CISO Talk, and Techstrong Gang.
