Fintech spend analytics customers can ask questions of
Card products, expense platforms, and neobanks win when users can ask “where did my money go?” and get a clear answer. QueryPanel embeds Notion-like spend dashboards with AI so every tenant explores their own transactions—without you building a custom BI stack.
Product preview
Desktop and mobile inside your app
Mocked browser and phone frames show how QueryPanel looks embedded—AI answers and charts scoped to each customer tenant.
This month
$12.4k
-8%
Top category
SaaS
+19%
Merchants
86
+4
Spend by category
AI assistant
“How am I spending money this month vs last month?”
You spent $12,480 (−8% MoM). Software & SaaS rose $1.1k; travel dropped $2.4k after Q2 events ended.
Ask your spend
Natural-language expense answers
This month
$12.4k
Top category
SaaS
Spend by category
Ask
How am I spending money this month vs last month?
Best fit
Expense cards, SMB banking, and embedded finance products that monetize insights.
User job
Answer “how am I spending money?” by category, merchant, team, and time window.
Fastest path
Ship a headful React embed with AI assistant; customize per tenant later.
Short answer
Spend analytics that feel like a product feature, not a report export
Fintech spend analytics means giving cardholders, finance managers, and SMBs live category and merchant insights inside your app. QueryPanel’s headful React SDK provides a Notion-like dashboard workspace with an AI assistant so users ask how they are spending money and get tenant-scoped charts back.
- Default boards for burn rate, category mix, and top merchants.
- AI answers grounded in each customer’s transaction table.
- White-label UX that matches your fintech brand.
Use cases
Conversations your users already have with support
Support tickets become product features when spend Q&A lives in-app. That reduces analyst load and increases engagement with your card or expense product.
- “How much did my team spend on software last quarter?”
- “Which merchants are outside our travel policy?”
- “Show cash outflow by week for the marketing cost center.”
Security
Bank-grade tenancy for consumer and SMB data
Tenant identity is verified server-side and passed into SQL generation. Customers never see another company’s ledger. For maximum control, QueryPanel’s headless Node SDK keeps credentials and query results on your infrastructure.
More solutions
FAQ
Can users ask “how am I spending money?” in natural language?
Yes. The embedded AI assistant turns spend questions into tenant-scoped SQL and charts inside your product’s analytics surface.
What is fintech spend analytics?
It is customer-facing reporting on transactions, categories, merchants, and budgets embedded in a fintech or expense product—not a separate Tableau or Power BI workspace.
How fast can we ship a spend dashboard?
Most teams start with QueryPanel’s headful React SDK: connect a database, sync schema, mint JWTs, and embed the workspace. Advanced custom UIs can use the headless Node SDK.
Does QueryPanel replace our warehouse?
No. QueryPanel queries the databases you already use. A warehouse is optional when you need one for scale or modeling.
Is this suitable for multi-entity SMBs?
Yes, as long as your auth model maps each entity to a tenant (or hierarchical tenant claim) that QueryPanel can enforce in SQL.