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Khaldoon·Esmail

Finance / corporate · AI & automation consultant

Reporting automation for finance

Holding · 5 entities

Problem

Monthly close took 9 working days, relied on 3 spreadsheets per entity and manual consolidation.

Approach

ETL pipeline + validation rules + AI narratives on deviations; CFO retains 'override' in workflow.

Result

Monthly close from 9 to 3 days. Three consolidation rounds eliminated. CFO team focuses on interpretation.

Stack

PythonFastAPIPostgresOpenAIPower BI

Project Impact Score

Human Impact
Business Impact
Tech Depth

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