What changed
Google Cloud released AI-powered Quick Assessments in Migration Center. Teams can import VMware inventory or aggregated infrastructure and cloud-billing data to generate target bills of materials, total-cost models, service mappings, savings projections, adjustable financial assumptions, agentic explanations, and exportable reports.
Why it matters
Migration planning can move from spreadsheet assembly into a reproducible product workflow, but the output can influence large infrastructure commitments. Source completeness, pricing assumptions, target architecture, and vendor incentives therefore need independent review.
What to do
Run one non-binding assessment with a versioned input snapshot. Reconcile inventory coverage, regional prices, discounts, licenses, network egress, operations, depreciation, migration labor, and risk assumptions against finance and architecture records before using the export in an approval.
Caveat
The product and console access are first-party verified, but speed and precision claims are not independently benchmarked. Generated TCO and ROI remain estimates shaped by input quality, adjustable assumptions, current Google pricing, omitted migration costs, and the vendor's target platform.