Find the revenue leaks your forecast is hiding.
Diagnostics that X-ray your pipeline and your forecast, and tell you exactly how much of your reported revenue you can actually trust. No call. No deck. Upload one CSV, get the number.
Run the free Pipeline X-Ray →You don't wake up wanting AI. You wake up wanting answers.
Every one of those has the same root: the operation underneath is leaking, and nobody can see exactly where. AI bolted on top doesn't fix that — it ships the leak faster and bills you for the privilege. These diagnostics find the leak. In your data, in minutes.
Five diagnostics. Each one exposes a leak most teams can't see.
Pipeline X-Ray
Upload your open opportunities. It scores how much of your reported pipeline is real — overdue deals, zombie deals, missing data, duplicates, quarter-end sandbagging — and hands you one defensible number plus a Pipeline Integrity Score. Most orgs that have never run it land between 45 and 65 out of 100. Find out where you sit.
Forecast Stress Test
Your forecast says one number. Your data says another. This shows the gap and the confidence behind it — the output that gets forwarded to the CRO before the next board call. Runs off the same export.
Routing Leak Finder
Abandoned leads, territory overlap, SLA misses, ownership confusion. The leads you paid for that quietly went nowhere — surfaced.
Signal Loss Detector
Paste a slice of support tickets or call notes. It surfaces the churn and upsell signals hiding in your conversations — one theme, free. The full sweep is the engagement.
Executive Scorecard
Every diagnostic rolls into one view — Pipeline Integrity, Forecast Confidence, Routing, Signal Loss, AI Readiness — and one verdict on whether you're ready to put AI in front of a customer. Most teams aren't. Now they know why.
These find the leaks. They don't fix them.
That's deliberate. A diagnostic that pretended to fix your revenue operation in a prompt would be lying to you, and you'd know it.
These tools quantify the problem and name its severity. Closing the gaps is real work — stage-exit criteria, routing governance, forecast discipline, the rebuild inside your CRM that holds up under a rep's quarter-end pressure. That's the engagement. That's what Aventary does.
Aventary — RevOps and Salesforce operators, not a prompt library.
Twelve Salesforce certifications. An MBA in finance. Five years inside Big 4 advisory running enterprise RevOps and AI programs across 20+ companies — including the first client-facing AI sales agent built on Agentforce at PwC. Now operating on the systems behind a 100+ HOA property management firm, a voice-AI deployment live in healthcare logistics, and a stack of revenue rebuilds in between.
One export in. The number your forecast has been hiding, out.
Export your open opportunities from your CRM as a CSV. We tell you exactly which columns — it takes two minutes.
Upload it. Nothing is stored — the diagnostic runs in your session and the data leaves with you.
Get your Pipeline Integrity Score, your leak breakdown, and your forecast gap. Then decide what it's worth to fix.
Which fields do I need to export?
| Stage | Required |
| Amount | Required |
| Close Date | Recommended |
| Last Activity Date | Recommended |
| Account | Recommended |
| Opportunity Name, Owner, Created Date | Helpful |
Two ways to run it. Your data never leaves your hands either way.
Score it instantly right here, or take the open-source skill and run it on your own machine. No account names, no amounts, nothing is uploaded or stored in either path.
Run it here, now
Drop your open-pipeline CSV. It scores in your browser in about two seconds and shows you the result below. The file never gets uploaded — turn off your wifi and it still works.
Run it on your machine
Download the skill and run it in Claude, ChatGPT, or plain Python. The code is short, dependency-free, and makes zero network calls — don’t trust us, read it.
Add the skill in 60 seconds. Your data never moves.
Pick your tool. Your pipeline file stays on your machine the entire time — none of these steps upload it anywhere.
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STEP 01
Download the skill
pipeline-xray.zip ↓Grab it from this page — one file, nothing to install.
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STEP 02
Add it to Claude
Upload skillIn the Claude app: Settings → Capabilities → Skills → Create skill, then upload the zip. (Pro/Max/Team, code execution on.) On Claude Code, drop the folder in
~/.claude/skills— any plan. -
STEP 03
Ask in plain English
Run the pipeline x-ray on
my pipeline.csvAttach your CSV and ask. Claude runs the skill locally and reads you the result.
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STEP 04
Read your number
65/100LeakingYour Integrity Score + leak breakdown — and nothing left your machine.
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STEP 01
Download the script
pipeline_xray.py ↓The plain Python version — ChatGPT runs it in its sandbox.
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STEP 02
Attach both files
📎 pipeline_xray.py📎 your_pipeline.csvNew chat → click the paperclip → add the script and your CSV. (Code Interpreter / Data Analysis.)
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STEP 03
Tell it to run
Run pipeline_xray.py on
my CSVIt executes the script in a private sandbox on your uploaded file.
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STEP 04
Read your number
65/100LeakingSame report. The file stays in your private session, not ours.
Stop forecasting off a number you don't trust.
Run the Pipeline X-Ray first. If the score doesn't bother you, you're done. If it does, you'll know exactly what to fix — and who to call.
Run the free Pipeline X-Ray →