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The latest news, deep-dives, and serverless engineering updates from the Atomity core team.
Where Multi-Cloud Spend Leaks: Cost Attribution, Waste, and Anomaly Detection
Multi-cloud overspend stays invisible until cost is attributed to owners and anomalies are caught early. Here is where spend leaks and how to close the gap.
Commitment Strategy Across Clouds: On-Demand, Reserved, and Spot
On-demand, reserved, and spot are a portfolio decision. Map each pricing mode to workload risk across clouds, and manage commitment and interruption risk.
Forecasting Cloud Costs with Machine Learning: What the Research Actually Shows
A measured research synthesis of ML-based cloud cost forecasting: what studies demonstrate, and where the evidence is fragile on data, drift, and rigor.
Rightsizing and Autoscaling in Multi-Cloud: Matching Capacity to Demand
A system model for matching cloud capacity to demand: rightsizing, reactive vs predictive autoscaling, the decision inputs, failure modes, and trade-offs.
Workload Placement Across Clouds: Balancing Cost, Performance, and Portability
Workload placement across clouds is a multi-criteria decision, not a cost decision. A look at the inputs, a selection model, and why portability matters.
FinOps Maturity: From Cost Visibility to Continuous Optimization
FinOps maturity is an operating model, not a tool you buy. A tool-neutral guide to the Inform, Optimize, and Operate phases and what changes at each.
Beyond Data Residency: What Cloud Sovereignty Actually Means
Data residency is where data sits. Sovereignty is whose laws govern it and who can access it. A multi-dimensional framework for assessing cloud sovereignty honestly.
Cost Is a Governance Decision: Adding Policy and Evidence to Multi-Cloud FinOps
FinOps cuts spend but rarely records why a cloud decision was made or proves it to an auditor. The gap is policy and evidence over cost decisions.
Proving It: Auditability and Evidence for Multi-Cloud Workload Decisions
Screenshots and dashboards do not survive an audit. What durable, cross-provider evidence of a cloud workload decision actually requires.
Concentration Risk, Lock-In, and Exit: The Strategic Cost of Cloud Choice
Vendor lock-in, concentration risk, and cloud exit planning are resilience and balance-sheet issues. What the evidence and EU rules actually say.
Sovereign and Regional Cloud Strategies Under Geopolitical and Regulatory Pressure
When should sensitive workloads move toward sovereign or regional cloud, and how? The drivers, the spectrum of options, the sovereignty tax, and a measured decision approach.
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MAKE SOVEREIGN CLOUDDECISIONS WITH CONFIDENCE
Turn sovereignty requirements into enforceable cloud decisions, with continuous visibility and evidence across providers.