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AI-powered Quick Assessments in Migration Center

What happened
Based on Google Cloud Blog · Aug 24, 2026

Google Cloud introduces AI-powered Quick Assessments in Migration Center to automate infrastructure discovery and financial modeling, aiming to reduce migration timelines from months to minutes.

AI-powered Quick Assessments in Migration Center
Google Cloud Blog — Google
Key points
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Technology leaders are under mounting pressure to modernize infrastructure, control multi-cloud operational spend, and build data foundations for generative AI.
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However, the discovery required for that level of transformation can entail weeks of manual spreadsheet analysis, mapping in-house infrastructure, and reconciling siloed, piecemeal cost estimates across disparate teams and sources.
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To help, the company is announcing AI-powered Quick Assessments in Migration Center, which delivers near-instant total cost of ownership (TCO) modeling and automated service mapping.
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Compare this to legacy assessment processes, which can stall digital transformation initiatives before they even launch.

Technology leaders face growing demands to modernize infrastructure and control multi-cloud costs, yet traditional assessment methods often involve weeks of manual spreadsheet analysis and fragmented data reconciliation. Google Cloud’s new AI-powered Quick Assessments in Migration Center replaces these labor-intensive processes with near-instant total cost of ownership (TCO) modeling and automated service mapping. The tool ingests raw infrastructure data or cloud billing reports to generate comprehensive financial models, including optimized target bills of materials and projected savings. This shift reduces migration timelines and engineering overhead while improving the accuracy of complex financial projections.

Legacy assessment processes frequently delay digital transformation initiatives by months, increasing operational costs and miscalculating financial models due to siloed data sources. Google’s AI-assisted Quick Assessments automate on-premises infrastructure evaluation, providing rapid financial modeling and ROI projections for migration projects. Decision-makers can interact with an agentic assistant that explains financial assumptions, recommends cost optimizations, and exports executive-ready reports. The tool is designed to deliver actionable visibility into TCO and ROI, enabling faster, more informed decision-making for enterprise customers.

The new capabilities include instant Compute Engine TCO estimates, which convert VMware inventory exports or aggregated infrastructure inputs into precise cost targets for modernization. Migration Center’s Gemini-powered features further simplify cloud evaluation by generating defensible business cases through machine learning. These enhancements are integrated into the AI-powered Migration Center, streamlining the evaluation process for IT decision-makers. Organizations can now accelerate their strategic cloud journeys with faster, data-driven insights.

Google Cloud’s AI-powered Quick Assessments and enhanced Cloud Billing assessment capabilities are now available in the Migration Center console. Enterprises and partners can try the tool directly or take a free migration and modernization assessment to evaluate workloads. The announcement underscores Google’s focus on reducing the time and complexity of infrastructure modernization, positioning the new features as a practical solution for organizations seeking to optimize cloud migration timelines and financial planning.

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