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Built for $1M-$5M ARR AI SaaS

Controller-led finance ops for AI SaaS companies.

For founder-led B2B AI SaaS teams whose finance workflows are breaking. We build and run the monthly close, reporting, automation, controls, and finance cadence you need before hiring a full-time controller.

Monthly closeReportingWorkflowsControls

The problem

Your finance workflows are carrying more than they were designed to hold.

Month-end depends on founder or ops memory.

Usage revenue, AI costs, and cash do not reconcile cleanly.

Board or investor reporting takes too much manual cleanup.

Controls are informal, inconsistent, or missing.

Controller-led finance ops

Build the finance operating system before hiring the controller.

The goal is not more bookkeeping. It is a monthly finance cadence where the close, reporting, AI costs, billing, and controls run without founder memory as the control system.

  • Monthly close and reporting cadence
  • Billing, revenue, and cash tie-outs
  • AI cost and gross margin review
  • Workflow automation and control points
  • Board and investor reporting support

Finance Workflow Map

The output is a working map, not a generic recommendation deck.

1

Current stack

Billing, bank, payroll, accounting, reporting, and the spreadsheets holding it together.

2

Broken handoffs

Where usage, revenue, cash, and reporting stop agreeing without manual cleanup.

3

Control gaps

Approvals, reconciliations, review steps, and ownership that are informal or missing.

4

Operating cadence

The monthly close, reporting rhythm, and finance owner model needed before a full-time controller.

What we look for

Manual dependencies, unclear owners, missing controls, and reporting work that depends on founder memory.

Qualified teams can turn the map into a monthly finance ops retainer.

How the diagnostic works

Three steps, no Calendly requirement.

Step 1

Submit context

Share your ARR band, billing model, current finance setup, and the workflows that are breaking.

Step 2

We map the workflow

We look for handoffs, spreadsheet dependencies, missing controls, and places where the numbers stop agreeing.

Step 3

You get the next step

Qualified teams receive a path toward a finance workflow map and, if appropriate, monthly finance ops.

Request the map

Send the workflow context first.

The form is short because the work starts with the map. If your context is a fit, we will send the next step. If not, we will point you to a lighter path.

Need deal-ready books fast? See due-diligence readiness.

Finance Ops Diagnostic

Get a finance workflow map.

Tell us where finance is breaking. We will review the context and respond with the next step for mapping your close, reporting, billing, controls, and monthly cadence.

About you
Company context
Workflow pain

Select every symptom that applies.

Keep this short. 500 characters max.

Timing

We use your answers to evaluate fit and follow up. We do not send raw free-text responses to analytics.

By submitting, you agree that Jumpstart Partners can use these details to evaluate fit and follow up about a finance workflow map.