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How It Works

From QuickBooks export to AI business case

Your data never leaves your browser. Here's how StackCut turns your expense data into an actionable AI savings report.

Step 1

Upload your QuickBooks export

Drag a .xlsx or .csv file, or paste rows directly. We auto-detect column mappings and recognize 120+ SaaS vendors in seconds.

Step 2

We analyze it in your browser

Every calculation runs client-side. Your data never touches a server. We map your vendors to 10 AI replacement scenarios and model the savings.

Step 3

Get your AI savings report

Download a CEO-ready PDF with TCO analysis, payback timelines, and 1/2/3-year projections. Forward it to the decision-maker.

Privacy

Your data stays private

StackCut runs entirely in your browser. When you upload or paste your expense data, it's processed by JavaScript on your machine. Nothing is sent to a server.

Client-side processing

All parsing, matching, and calculations run in your browser

Nothing stored

No database, no server logs, no analytics on your data

Close the tab, it's gone

When you leave, your data disappears completely

Sourced benchmarks

Where the numbers come from

No benchmark is perfect. Some of these are independent research (BLS, Gartner). Others are vendor self-reports (Intercom, HubSpot). We note the difference, use conservative interpretations, and make every number adjustable so you can match your reality.

Bureau of Labor Statistics

BLS ECEC June 2025 · Independent

Sets the labor cost baseline

BLS reports total private industry compensation at $45.65/hr ($32.07 wages + $13.58 benefits). We default to $50/hr — a conservative blended rate for the roles typically affected by SaaS automation. Adjustable to match your actual costs.

Intercom

Year in Review 2024 · Vendor self-report

Grounds our support automation rate

Intercom reports a 51% average AI resolution rate across their customer base. Because this is vendor data from automation-ready use cases, we treat it as a floor, not a ceiling. Our default is 60% — adjustable if your tickets are more complex.

Gartner

March 2025 · Independent forecast

Why we cap automation at 85%

Gartner predicts 80% of customer service interactions will be resolved by AI by 2029. That's a forecast, not a measurement. We use it to set a ceiling — defaults range from 50–85%, never 100% — because full automation isn't realistic for most workflows.

Ardent Partners

2025 Report · Independent

Anchors AP and invoice processing savings

Cost per invoice drops from $12.88–$19.83 (manual) to $2.36–$2.78 (automated). Best-in-class teams hit 60–80% touchless processing. We use the midpoint, not the best case, because most companies aren't best-in-class on day one.

HubSpot

State of Sales 2025 · Vendor self-report

Informs CRM time-savings estimates

64% of sales reps self-report saving 1–5 hours per week with AI tools. Self-reported data skews optimistic — we use the low end of the range and cross-reference with Salesforce's finding that only 30% of rep time is spent selling.

Zapier

2025 Survey · Vendor self-report

Validates data entry automation rates

Zapier reports 80% reduction in manual data entry time from their own platform data — meaning automation-ready workflows. We apply this rate only to categories where data entry is the primary labor cost, not across the board.

Transparency

What we don't do

We don't sell AI tools

StackCut is a calculator, not a marketplace. We don't sell, resell, or take commissions on any AI tool. You choose your own vendor.

Savings can be negative

The engine doesn't force positive results. If the AI tool costs more than your current setup, we show that honestly. Not every SaaS tool should be replaced with AI.

Speculative inputs are disclosed

Error cost is inherently speculative — it's clearly labeled in the dashboard and can be set to $0 for a conservative estimate.

We don't account for everything

The model doesn't factor in retraining time, change management costs, vendor lock-in penalties, or migration productivity dips. Our scenarios model targeted tool replacements, not enterprise-wide transformation.

FAQ

Common questions

What data do you need?

A QuickBooks expense export — vendor names, amounts, and dates. You can export this as .xlsx or .csv from QuickBooks, or paste the rows directly.

Do you store my data?

No. Everything runs in your browser using JavaScript. Your expense data is never transmitted to a server, stored in a database, or shared with anyone. When you close the tab, it's gone.

Where do your benchmarks come from?

Published research from BLS, Gartner, Intercom, Ardent Partners, HubSpot, Zapier, and others. Every default value is sourced and every assumption is adjustable. See the benchmarks section above.

Can the savings estimate be wrong?

Yes, and we're transparent about that. Error cost is inherently speculative — it's clearly labeled in the dashboard and can be set to $0 for a conservative estimate. Savings can also be negative, and we show that honestly.

Do you sell AI tools?

No. StackCut is a calculator, not a marketplace. We don't sell, resell, or take commissions on any AI tool. We show you the math — you choose your vendor.

Try it with your data

Your data stays in your browser. Get your AI savings report in under 10 minutes.