AI app for finance · no coding needed
Subscription spending monitor
Combines spend evidence with account ownership and verified usage.
Made for: Operations managers at software-heavy small businesses
What it does for you
The problem
Renewals and unused accounts are difficult to track.
What it gives you
Subscription register and review actions
What you give it
Billing exportssoftware inventoryusage records
How it works, step by step
- Detect recurring charges
- Normalize vendors
- Identify overlapping tools
- Flag inactive accounts
- Assign renewal owners
- Track approved changes
What you see on screen
- Subscription register
- renewal calendar
- owner review
Build it yourself with your AI system
Build this app yourself, no coding needed
Start with a quick version you can try in a few minutes. Like it? Then build the full app by copying and pasting our step-by-step instructions: everything is prepared for you.
Sign in to see how to build it yourself
Build a quick version to try, or get the full app pack for Subscription spending monitor with the step-by-step building instructions. You don't need any technical skills: you copy, paste and answer a few questions. Both are included in the membership.
4 Have it built for you days to a few weeks
Rather not do it yourself, or want it fully tailored to your data, your way of working and your brand? Nexibeo builds Subscription spending monitor with you.
What's in the app pack
Included in the Complete AI Training membership.
- The building instructions your AI follows, step by step
- The questions your AI will ask you about your business before it starts
- A clickable demo you can open in your browser, to see how it should work
- A detailed blueprint of the screens, the information it keeps and the checks it runs
Become a member to get the app packAlready a member? Sign in
The files, for the technically curious
- START-HERE.mdHow to build it with your own AI (read first)3 KB
- README.mdOverview and links1 KB
- questions.mdQuestions to answer before you build2 KB
- prompt-cloudflare.mdThe full build prompt, hosted on Cloudflare22 KB
- prompt-vps.mdThe same build on your own server (Docker)22 KB
- spec.jsonData model, API, AI pipeline, acceptance criteria12 KB
- demo/index.htmlThe working demo on sample data193 KB
Questions
Do I need to know how to code?
No. You copy and paste the prompts on this page into ChatGPT or Claude, and the AI does the building. When it asks you something, you answer in your own words.
What does it cost?
The quick version, the app pack and the step-by-step instructions are for members: you pay the membership price, not a price per app (see the plans). Building the full app uses your own ChatGPT or Claude subscription. Putting it online is often cheap or no cost at the start, and your AI tells you before anything costs money.
How long does it take?
The quick version: about two minutes. The real app: an afternoon for a first version you can use, longer if you want every feature.
Can I change it to fit my business?
Yes. Tell your AI what to change in plain words, like “add a column for the price” or “use our logo and colours”. Or have Nexibeo build and customise it for you.
More detailsHow the AI works, safeguards and what to build first
For operations managers at software-heavy small businesses, turn billing exports, software inventory and usage records into subscription register and review actions. Address the recurring problem: renewals and unused accounts are difficult to track. The pilot measures confirmed unused spend and renewal coverage against the buyer's current method, before the larger build.
Agree a narrow watchlist, confirm lawful source access, collect dated snapshots, detect candidate changes, review relevance and accuracy, deliver a concise digest, and refine the watchlist from buyer feedback. Start with billing exports, software inventory and usage records and finish with subscription register and review actions.
How the AI works
Classify source material, group related developments and summarize verified changes. Use deterministic snapshot comparison for factual changes where possible. Distinguish observed publication content from analyst interpretation and uncertain implications.
Safeguards
Reconcile calculations to approved records. Keep proposed entries and payment actions under finance-team control. Never invent missing financial inputs. Validate source access and reviewer availability during the pilot. Maintain customer-level access, data deletion controls and a record of final approvals.
What to build first
Begin with operations managers at software-heavy small businesses and one recurring use case. Build the first two modules: detect recurring charges; normalize vendors. Provide operator assistance for the third module: identify overlapping tools. Deliver subscription register and review actions through a manual review queue. Perform other necessary full-scope functions manually during the pilot. Include all applicable access, accuracy and professional-review controls from the start.
What it can connect to
Accounting exports, invoice records and finance review processes. Permitted feeds, published document sources, email digests and internal briefing channels. Verify collection rights and source reliability before selling coverage commitments. These are candidate integration categories, not verified supported connectors.
The screens in detail
Use a watchlist with source health and last-checked dates, a chronological change feed, and a reviewable briefing editor. Display original evidence beside each alert. Let users mute irrelevant topics and record whether a change led to action. In this product, the first view is subscription register, followed by renewal calendar and owner review.
