Claude
Claude
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Claude
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Claude+FinanceOS
Claude
a.morgan
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FinanceOSConnector on
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Claude
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FinanceOSFinanceOS Connector
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FinanceOS· Lineage

Gross margin, Vandelay DE, Q3 FY26

54.3%
Metric definition: (Revenue − COGS) / Revenue. Excludes implementation services (opex).
  • Revenue: $4,180,000 — accounts 4000–4090
  • COGS: $1,910,000 — accounts 5000–5090
  • Source: NetSuite GL, Vandelay DE — 2026-07-01 to 2026-09-30
  • FX: EUR→USD, Q3 average 1.0842
  • Plan: FY26 Plan v3 — approved 2026-01-14
Every figure traces back to its source system.
0 tokens
Claude
Vandelay UK59.6%
Vandelay DE52.8%
vs
Claude + FinanceOS
Vandelay UK58.9%
Vandelay DE54.3%
Claude on its own
Q3_GL_export_NetSuite.xlsxQ3_GL_export_SAP_DE_AU.xlsxQ3_bookings_Salesforce.csvFY26_Plan_v2.xlsx
Claude
Files in. Whatever was exported that day.
Claude + FinanceOS
NetSuiteSAPSalesforceExcel
FinanceOS
Consolidated dataERP, CRM and spreadsheets in one governed, always-current dataset
Semantic layerYour metric definitions, mappings and financial logic
GovernancePermissions, access controls and lineage on every query
FinanceOS
Connector
Claude
One governed layer underneath every answer.
0%fewer tokens
with FinanceOS
Claude
0tokens

6 files re-sent · 5 explanations re-typed

Claude + FinanceOS
0tokens

Data and logic reused from FinanceOS

Token counts are estimates produced by Claude, not measured usage.Basis: text at about 4 characters per token; uploaded files at 20 tokens per row from the row counts shown on each file; connector definitions counted once and each connector result at its approximate size.

Same AI.
Better results.

Claude builds it once. FinanceOS makes it repeatable, governed, and traceable.

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