When it comes to forecasting one specific finance category, this is how I usually do:

Pre-forecasting work

Research accounting data

Research all data in ERP/CFM

Research internet

Analyse trends

Talk with departmental heads

Talk with experts 

Preparation

Define drivers

Create assumptions

Define inputs

Modeling

Create scenario

Create schedules in Excel or App

Calculate projected figures

Diagnostics 

Sensitivity testing

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