EBT AI Innovation Lab › AI ROI Analyst
Enterprise · Business Intelligence

Know what AI is worth before you buy it.

Most AI investments are justified by enthusiasm. The AI ROI Analyst forecasts the return of an AI investment before you make it — the numbers computed in code, the AI there only to explain them.

Deterministic-integrity pattern — the math is code, not model output
Stateless relay on Google Cloud — designed not to write inputs to logs or storage
Business Analytics rigor applied to the AI hype cycle
Live Demo

Run your own numbers. Right now.

This is the production application, running live — not a video, not screenshots. Model an AI investment and see the forecast for yourself.

LIVE AI ROI Analyst · Eggs Benedict Tech

Illustrative projections calculated from assumptions you supply — estimates, not a forecast of actual results. Not financial, investment, accounting, or tax advice.

How It Works

The numbers come from code, not the model.

Most "AI analytics" tools let a language model do the arithmetic — and language models make numbers up. The analyst is built on a deterministic-integrity pattern that separates computation from conversation.

STEP / 01

You model the investment

Costs, adoption assumptions, and the workflow you're changing — structured inputs, not a chat guessing game.

STEP / 02

The code computes the forecast

ROI, payback, and sensitivity are calculated in application code — deterministic, repeatable, auditable.

STEP / 03

The AI explains the result

The model narrates what the numbers mean and what drives them — explanation is its only job. The relay is stateless — designed not to write inputs to logs or storage.

About these figures. The AI ROI Analyst produces illustrative projections calculated from assumptions you supply. Outputs are estimates based on those inputs, not forecasts of actual results, and will vary with the accuracy and completeness of the assumptions entered. Eggs Benedict Tech LLC is not a financial, investment, accounting, or tax advisor, and nothing this tool produces is financial, investment, accounting, tax, or legal advice. Verify any figure independently before relying on it for a business decision.
Beyond the Demo

From forecast to running system.

The analyst answers "is it worth it?" EBT's engineering practice answers "then build it" — on the same privacy-first foundation this page describes.

01 · Explore

Run the analyst

Model your investment with the live tool above — free, no signup, and the app is designed not to store your inputs.

Back to the demo ↑
02 · Build

Fixed-scope build

A scoped, fixed-price engagement on EBT's production-validated foundation — tier named in writing, verified against the standard.

03 · Partner

Retainer partnership

Ongoing analytics and AI-delivery support for organizations making repeated AI decisions.

Start the Conversation

Bring us the decision you're weighing.

If there's an AI investment on your desk and the numbers need to hold up in front of a board — that's this tool, and that's our practice. Fixed scope, fixed price, verifiable privacy.