PRISMBAY AI | AI SYSTEMS, MEASURED

Before you buy an AI agent, run the numbers.

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This original calculator estimates the monthly economic benefit of automating an invoice workflow. Every starting value is illustrative. Replace each input with your own measured data. The result is not a claim of realized cash savings.

1. Manual baseline

2. Retained human effort

Straight-through means correct completion without manual repair. Oversight is a separate assumed control cost.

3. Technology and launch

Monthly manual baseline

$18,000

Reference cost before automation, not automatic savings.

Modeled monthly economic benefit

$5,800

After retained human work and recurring operating costs.

Simple implementation payback

5.2 months

Assumes modeled monthly benefit is stable and realized.

Audit ledger

Manual baseline
Exception processing
Human oversight
Software, support and risk reserve
Total post-automation monthly cost
Net monthly economic benefit
First-year net after implementation

One-variable sensitivity

Only the straight-through completion rate changes. Every other input stays fixed.

CompletionNet / monthPayback
Economic benefit is not verified cash savings.

Released staff capacity has economic value only when redeployed or monetized through a documented operational outcome. Cash savings require evidence such as reduced contractor invoices, lower overtime or approved budget changes. Never count the same benefit twice.

Capacity vs Cash Savings