Data exports6 min read

CUR 2.0 and FOCUS answer different questions

AWS-native detail for investigation; a normalized schema for cross-provider reporting.

Choose the export after you know the question

CUR 2.0 keeps AWS-specific billing detail. FOCUS gives you a provider-neutral schema. That is a useful difference, not a contest with one permanent winner.

Standardization and investigation pull in different directions

For an AWS investigation I usually want usage type, operation, line-item type, resource ID where available, and AWS discount fields. For a multi-provider reporting model, consistent columns and terminology may matter more.

A practical choice

QuestionStart with
Why did this AWS charge move?CUR 2.0
How do providers compare in one model?FOCUS
Need both?Export both and document reconciliation

CUR 2.0 has a consistent schema with nested product, discount, resource-tag, and cost-category fields. Resource IDs and hourly granularity are configuration choices.

Neither export fixes the organizational work

Neither dataset repairs missing tags, defines shared-cost policy, or explains business intent. Validate totals, currencies, credits, refunds, and commitment treatment before comparing derived reports.

Keep the AWS detail when the investigation needs it

kulshan analyze cost and kulshan analyze ec2 work from CUR/Data Export evidence. The point is investigation depth, not opposition to a standard schema.

Put the export to work

Yuvdeep Singh builds Kulshan and runs AWS cost investigations from Mission, BC. These notes distinguish observation, estimate, and inference; check your own billing data, region, and architecture.

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