06 / Case studies / Finance / Insurance

The board pack builds itself instead of being rebuilt every month

Finance / Insurance · Finance Director

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01 /

What we built

Problem

Month-end meant exporting from the accounting system, the bank, and two spreadsheets, then rebuilding the same charts by hand. By the time the pack was ready the numbers were already stale.

Build

Scheduled pipelines pull from each source nightly, reconcile them against a single chart of accounts, and publish a live dashboard plus a formatted PDF pack. Variances outside a threshold are flagged with a note rather than left for someone to spot.

Result

Reporting went from a manual rebuild to a scheduled job, and the leadership team reads current numbers instead of last month's.

02 /

Outcome

Board pack

Manual to scheduled

Data refresh

Nightly

Chart rebuilds

Published, not rebuilt

Stack

PythonApache AirflowPostgreSQLLooker Studio
03Track record
Years building automation
6+
Client reviews (4.9 avg)
500+
Projects delivered
650+

Outcomes describe the systems we built and how they changed the work, de-identified for privacy. Named references for your industry are available on request under a mutual NDA.

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