◆ PRODUCT DEMO · NO SIGNUP REQUIRED
This is what MarginFuse shows you.
A dry-run workspace for a fictional AI support product - one month of traffic, replayed the way your own would be. Every number below is a labeled representative example, because that’s the same rule the product follows: nothing unlabeled, nothing pretending to be your data.
READ-ONLY · FICTIONAL DATA · NO ACCOUNT NEEDED
WORKSPACE · SUPPORT COPILOT · ○ DRY-RUN
REVENUE
$4,120
AI COST
$1,876 EST
GROSS MARGIN
◆ 54.5%
PROTECTION WOULD HAVE SAVED
$21.30 EST
REPRESENTATIVE EXAMPLE · USD · ONE MONTH
MARGIN PER CUSTOMER
Two of six customers are the entire problem.
| CUSTOMER | PLAN | REVENUE | AI COST | MARGIN |
|---|---|---|---|---|
| Nova Labs | Starter | $29.00 | $35.67 EST | ▼ −23.0% |
| Halcyon AI | Starter | $29.00 | $28.10 EST | ◆ 3.1% |
| Pixel North | Growth | $99.00 | $62.20 EST | ◆ 37.2% |
| Acme Studio | Growth | $99.00 | $18.40 EST | ● 81.4% |
| Verdant | Scale | $299.00 | $41.05 EST | ● 86.3% |
| Kite & Co | Starter | $29.00 | $6.22 EST | ● 78.6% |
Averages hide this. Blended margin looks acceptable while Nova Labs loses money outright and Halcyon AI sits one heavy week away from joining them.
REPRESENTATIVE EXAMPLE · USD · ONE MONTH
COST PER FEATURE
Not all requests cost the same.
image_generation
$0.157/req EST
26× BASELINE
the expensive one nothing was stopping
deep_research
$0.089/req EST
15× BASELINE
heavy tokens, mostly Scale-plan usage
chat_reply
$0.006/req EST
BASELINE
the volume feature - cheap and predictable
REPRESENTATIVE EXAMPLE · USD · ONE MONTH
WHAT PROTECTION WOULD HAVE DONE
Every decision, simulated before it’s real.
In dry-run, policies watch traffic and record what they would have done. You inspect each decision before anything is allowed to act.
Nova Labs
Downgrade model above a $25.00 monthly AI budget
○ Dry-run: would have downgraded on day 19 - $8.90 EST prevented, nothing blocked.
Pixel North
Require a top-up above a $75.00 monthly AI budget
○ Dry-run: would have paused image_generation on day 24 - $12.40 EST prevented, nothing blocked.
Halcyon AI
Alert at 80% of plan budget
○ Dry-run: alert only - nothing changed for the user.
REPRESENTATIVE EXAMPLE · USD · ONE MONTH
Now run it on your own traffic.
Connect Stripe read-only, add one track call, and this page becomes your data - free, no credit card required.