The cloud cost optimization blog
Practical, buyer side analysis on cutting public cloud spend across AWS, Azure, GCP, and OCI. Every article gives you a mechanism, a number, and a decision you can act on this week, with zero provider commissions behind it.
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How an AI agent audits a multicloud estate
Inside one run: inventory, seven waste detectors, deterministic pricing, and a verification pass that argues down weak findings before you ever see them.
Read article →Why a pricing engine, not a model, computes the numbers
The rule that makes AI safe for cost work: the model writes the prose, and a deterministic engine over dated catalogs computes every figure.
Read article →Comparing four clouds on a real workload
Why a per hour instance price tells you nothing, and how to price a whole workload across AWS, Azure, GCP, and OCI with honest equivalence mapping.
Read article →Multicloud networking costs explained
Inter region, inter zone, internet egress, NAT, and cross cloud transit. Where the money actually goes when you run more than one cloud, and how to route around it.
Read article →Reserved capacity versus autoscaling on AWS
Commitments cover the predictable base; autoscaling rides the volatile peak. How to blend the two so you neither overpay nor get caught short.
Read article →On demand versus commitment on AWS
When a Savings Plan beats on demand, when it does not, and how to set coverage to a forecast you can defend to your board.
Read article →Egress fees across the four clouds
A buyer side comparison of data egress pricing on AWS, Azure, GCP, and OCI, and what it means for where you place data heavy workloads.
Read article →Every topic, one hub each.
20 topic hubs across AWS, Azure, GCP, OCI, Kubernetes, commitments, governance, migration, and AI.
AI and GenAI cloud costs
GPU pricing, inference economics, capacity reservations, and AI unit costs — governing the fastest-growing and worst-understood line on the cloud bill.
All 26 articles →AWS compute and commitments
EC2 economics, Savings Plans versus Reserved Instances, Graviton, Spot, and how to buy AWS compute the way a trader would — covered, laddered, and reviewed.
All 25 articles →AWS cost fundamentals
How AWS billing actually works and where it leaks: CUR, Cost Explorer, budgets, pricing models, support plans, and the surprises that book before anyone notices.
All 24 articles →AWS storage, data, and network
S3 tiers, EBS volumes and snapshots, data transfer, and NAT gateways — the quiet 30 percent of the AWS bill that compounds while nobody owns it.
All 25 articles →Azure compute and reservations
Azure VM economics, reservations, savings plans, Hybrid Benefit, and spot — how to combine the instruments without double-covering or stranding commitment.
All 25 articles →Azure cost fundamentals
Azure billing scopes, Cost Management, tagging, egress, and observability spend — the mechanics you need before any Azure savings program can stick.
All 26 articles →Azure data and PaaS
Azure SQL, storage tiers, App Service, and PaaS pricing — where managed convenience quietly becomes the most expensive line on the Azure bill.
All 23 articles →Cloud commitments and negotiation
EDPs, MACCs, CUDs, renewals, and discount ladders — how enterprise cloud contracts are actually priced and how buyers get the better end of them.
All 26 articles →FinOps foundations
Operating models, the first 90 days, team design, and culture — the organizational machinery that decides whether savings persist or evaporate.
All 23 articles →GCP compute and commitments
Committed use discounts, sustained use, Spot VMs, and machine-type economics — how to buy Compute Engine capacity deliberately instead of by default.
All 24 articles →GCP cost fundamentals
GCP billing export, budgets, labels, and project structure — the visibility layer that makes or breaks every Google Cloud savings effort.
All 24 articles →GCP data and BigQuery
BigQuery slots versus on-demand, storage classes, and data pipeline costs — keeping GCP's best product from becoming its most expensive.
All 25 articles →Governance, showback and chargeback
Tagging, allocation, showback, chargeback, and approval workflows — making every cloud dollar attributable to someone who can decide about it.
All 26 articles →Industry FinOps playbooks
Cloud cost patterns for SaaS, fintech, healthcare, retail, media, and the public sector — because the same bill means different things in different industries.
All 25 articles →Kubernetes and container costs
Cost allocation, requests and limits, bin packing, and autoscaling for EKS, AKS, and GKE — making the cluster bill legible and then smaller.
All 24 articles →Migration and repatriation economics
Migration business cases, provider funding programs, and repatriation math — deciding what moves to the cloud, what moves between clouds, and what moves back.
All 25 articles →Multicloud strategy
Lock-in, egress, consolidation versus diversification, and cross-cloud pricing — the strategic spend decisions that sit above any single provider.
All 26 articles →OCI compute, storage, and database
OCI shapes, Ampere Arm economics, block and archive storage, and Autonomous Database sizing — where OCI's price advantage is real and where it needs work.
All 25 articles →OCI cost fundamentals
Universal Credits, Annual Flex, OCI's pricing model, and cost governance — the buyer-side mechanics of the cheapest list prices in the market.
All 24 articles →Tooling, automation and reporting
Native tools versus third-party platforms, safe automation, anomaly detection, and reporting that drives decisions instead of decorating dashboards.
All 27 articles →Put a defensible number on your cloud spend.
Independent, buyer-side, no provider in the room. Tell us your footprint and we will scope the savings against your billing data.