Your statements are hiding money. ClawBack finds it.
ClawBack reads your bank, your email and your Google Maps Timeline the way a careful friend would. It finds the gym you stopped going to, the streaming service you don't watch and the purchase that got cheaper. Then it writes the email or the request. You make the final click.
A hackathon prototype. The dashboard opens on made-up demo data; no sign-up.
- 10/02DOORDASH DASHPASS SAN FRANCISCO9.99
- 10/04ORANGETHEORY FITNESS EDISON NJ169.00No visits since Aug 25, says Google Maps. Cancel it.
- 10/05NETFLIX.COM 866-579-7172 CA17.99Up from $15.49, and Netflix emailed “we miss you.”
- 10/12SPOTIFY USA 877-778-116111.99
- 10/20HULU 877-8244858 CA9.99
- 10/21BEST BUY 00012345 ATLANTA249.00Now $164.99 on bestbuy.com. Ask for $84.01 back.
- 10/22KROGER #0412 ATLANTA GA48.00
In one demo month of $672.23 in recurring charges, ClawBack found $258.97 a month to stop paying and $84.01 owed back on one purchase.
The demo's starting numbers. The ClawBack server isn't answering, so these aren't live.Three jobs, done start to finish.
Each one shows its evidence, then does the next step for you: the email, the cancel page or the request.
- 01
A gym you stopped going to
ORANGETHEORY FITNESS 169.00, last visit Aug 25Your Google Maps Timeline shows when you last went. No visit in 30 days, and fewer than two in 60, means you've stopped.
ClawBack preparesThe cancellation email with the notice your gym asks for. It goes from your own inbox when you click Send.
- 02
Streaming you don't watch
NETFLIX.COM 17.99, was 15.49The service emailed “we miss you,” and the price went up anyway.
ClawBack preparesThe service's own cancel page, one click away, and a check that the next charge doesn't come.
- 03
A purchase that got cheaper
BEST BUY 249.00, now 164.99What you paid, from your bank and the order email, against today's price on the store's own site.
ClawBack preparesThe message to send the store, with its price adjustment policy and the deadline.
Connect, read, prepare.
Cheap steps run on everything. Models only see what needs judgement, and code checks what they write.
Connect
Sign in to your email on your provider's own page. Link your bank through Plaid, or upload a statement. Upload your Google Maps Timeline export.
NylasPlaidGoogle Maps TimelineRead
Rules set aside email that can't matter. Nemotron 3.5 Lightning reads the rest into plain facts. Code finds the recurring charges and does all the date and money arithmetic.
RulesNemotron 3.5 LightningCodePrepare
Each find gets its evidence and the rule behind it. Tavily checks today's price on the store's own site, Nemotron 3 Ultra writes the email, and you decide whether it goes.
Nemotron 3 UltraTavilyYou
Small models read. Big models judge.
NVIDIA Nemotron models on Nebius Token Factory. If one fails, the next takes over, then plain code, so the app keeps working.
| Model | Its job | Runs | Model ID |
|---|---|---|---|
| Nemotron 3.5 Lightning | Reads each email that passes the rules into plain facts, once. | Every new email | nvidia/Nemotron-3_5-Lightning |
| Nemotron 3 Nano | Takes over when Lightning fails. | Only on failure | nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B |
| Nemotron 3 Super | Reads plan and pricing pages into a list of plans. | “Find cheaper” | nvidia/nemotron-3-super-120b-a12b |
| Nemotron 3 Ultra | Writes the gym cancellation email and the price-drop request, and fits plans to how you use a service. | When you click | nvidia/Nemotron-3-Ultra-550b-a55b |
| Nemotron 3.5 Super-VL | Reads receipt images attached to order emails. | Image receipts | nvidia/Nemotron-3.5-Super-VL |
Every call is logged with its model, time, tokens and cost, and the dashboard shows that log. Reading 15 emails costs about $0.0005; one “find cheaper” click about $0.005.
You make the final click.
Getting money back usually means sending something. ClawBack writes it; you decide whether it goes.
- Nothing happens without you.
ClawBack never cancels, pays or files anything. It sends a gym cancellation only when you click Send, and a monthly recap to you only if you turn it on. Everything else it prepares, and you send it.
- It keeps only what it needs.
From your email, the billing facts. From your Timeline, the days you went to a gym. Your bank sign-in happens on Plaid's page, so ClawBack never sees your bank password.
- Every find shows its working.
The charges and emails it relied on, the rule behind the claim, and a link to that rule's official source.
- Models don't make up links or numbers.
Code does every date and every dollar. Links come from search results or checked pages, never from a model.
A prototype, labelled honestly.
Every feature we planned is on the dashboard with how far along it is: planned, started, built on demo data, or tested against the real services.
The list loads from the ClawBack server, which isn't answering right now.
See every feature