Finance · Forecasting

Turn forecast changes into CFO packages with source trails

BotDojo prepares variance summaries, forecast assumption updates, SaaS metric commentary, CFO notes, and package drafts from connected finance context.

Prepare forecast package

Assemble actuals, budget, forecast assumptions, and prior notes, then explain the largest variances and open questions.

Source material
4 attached
GL export.xlsx
Budget v Actuals.csv
Forecast model.xlsx
Prior CFO notes
Agent plan
1Pull variance drivers
2Refresh assumptions
3Draft CFO summary
4List follow-up questions
forecast-package-run

Q2 forecast package

Revenue forecast variance is primarily driven by delayed enterprise renewals and lower implementation services recognition.

Review
Revenue forecast
-3.4%
Driver attached
Gross margin forecast
+1.1%
Assumption noted
Runway forecast
14 mo
CFO note
Variance table
Generated artifact
Ready
Forecast memo
Generated artifact
Draft
CFO package slide
Generated artifact
Export gated
CFO package export gated by policy

The package draft is ready. Export asks under policy because it includes sensitive assumptions and source references.

What It Runs

Finance work prepared for action

Each workflow keeps the task, source material, generated artifacts, policy decisions, and monitorable output in one place.

Forecast package support

Gather actuals, forecast files, prior notes, source exports, and unresolved questions into one workspace.

Variance narratives

Draft the why behind budget-to-actual movement, forecast changes, margin movement, and operating expense swings.

CFO package drafts

Prepare draft slides, memos, and supporting notes instead of starting every package from a blank file.

SaaS metric summaries

Prepare commentary around ARR, MRR, churn, runway, burn, and cohort movement where source data supports it.

Open questions

Surface assumptions, missing data, and unresolved variance drivers before leadership sees the package.

Examples

Delegate finance workflows, not isolated questions

Give BotDojo a finance workflow and get back source-backed output that can run, ask, or stop based on policy.

Prepare the monthly forecast variance summary from GL export, budget file, and prior finance notes.

Draft a CFO memo explaining the largest revenue and expense movements with source references.

Create CFO package draft slides and route external or board-facing exports through policy.

Results

Building the forecasting workflow with finance teams now

The variance-to-CFO-package workflow is in active design partner development. We're building it directly with finance planning leads and finance teams before broader launch.