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Decision SupportClinical Research

Financial Forecasting Agent

Forecast refresh from weeks to a day.

The problem we solved

A clinical research organization rebuilt its financial forecast by hand — weeks of pulling actuals, reconciling spreadsheets, and re-modeling. By the time the forecast shipped, it was already stale, and leadership made decisions on old numbers.

What the agent does

The agent rebuilds the forecast as actuals land, models scenarios, and flags variances against plan — continuously.

Pulls financial and operational data continuously
Rebuilds the forecast as actuals land
Models scenarios against trial timelines
Flags variances against plan automatically
Delivers to leadership in the format they already use

What changed

1 day
Forecast refresh, down from weeks.
Current
The forecast is never stale.
Variances
Deviations from plan flagged as they emerge.

The systems we connected

Accounting system
Operational data
Spreadsheets / BI

We connect to what you already run.

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