Agent ROI Measurement Rubric
Build a defensible ROI case for any AI agent initiative — honest baseline, counterfactual cost model, quality-adjusted throughput score, and an exec scorecard with a continue/expand/kill call.
A 4-step agentic workflow pack for operations built to run with ChatGPT, Claude, and Gemini. Open the Markdown files, fill the variables, and paste into your model. Most buyers get a reviewable result in about 15 minutes.
- Design a pre-automation baseline with anti-gaming rules a hostile CFO would accept
- Model what the work would cost without the agent, including hidden review and rework hours on both sides
- Score agent output on anchored 1-4 quality dimensions instead of vanity volume numbers
- Compute quality-adjusted throughput — the honest productivity figure that survives audit
- Separate hard savings from soft savings so the ROI headline never gets torn apart in budget review
- Assemble a quarterly exec scorecard with confidence labels on every number
- Get a rule-based continue, expand, fix, or kill recommendation tied to explicit thresholds
Prompt Customization Service — optional help adapting variables and output to your brand voice. Choose your tier at checkout (not tied to this prompt's price).
This pack is $9 on its own. Buying every pack separately costs $935. The Lifetime Bundle is $149 one-time — you save $786 (84% off) and unlock every future pack free.
Get the Lifetime Bundle — $149Paste the license key from your receipt. It must match this prompt pack.
What ships with your purchase
Prompt files
Plain Markdown files with `{{variables}}` you fill in, ready to paste into ChatGPT, Claude, or Gemini. No setup, no tooling required.
Usage guide
Variable reference, model compatibility, examples, and customization tips so you can adapt the pack to your brand voice.
Lifetime updates
When we improve the pack, you get the new version automatically. Email support included with every purchase.
Models tested: ChatGPT, Claude, Gemini.
The workflow inside this pack
4 composable prompts you run in order — each one picks up where the last left off.
- Step 1
Baseline Capture Designer
Paste your workflow, the agent's scope, and team context
- Step 2 · optional
Counterfactual Cost Modeler
Paste your baseline numbers, agent costs, and labor rates
- Step 3 · optional
Quality-Adjusted Throughput Scorer
Paste a post-launch sample of agent work with acceptance and review data
- Step 4 · optional
Executive Scorecard Builder
Paste the hand-off summaries from the other three prompts
Perpetual (lifetime) use license
Your one-time purchase includes an ongoing right to use this prompt pack with the AI tools and models you control for your own and your clients' work — not for resale or public redistribution of the files as a product.
We keep the copyright
The prompt files, guides, examples, and bundled assets stay our copyrighted works (or our licensors'). Payment grants the limited license in our Terms only — it does not transfer ownership.
Need help adapting this prompt to your team? Add Prompt Customization Service at checkout.