Guide · 2 June 2026

What Ask Moniqo’s AI can (and can’t) see about your finances

“AI personal finance assistant” usually means one thing: an app that connects to your bank account and feeds an LLM your real transactions so it can answer questions about them. Ask Moniqo doesn’t do that — and the difference matters. Here is exactly what the AI sees, what it doesn’t, and how it’s enforced.

What the AI does NOT see

Your raw transactions. No vendor names, no amounts, no notes. Ever.
Account numbers or card numbers. They never leave the encrypted database.
Your bank login. Moniqo doesn’t have one — there is no bank-credential aggregator anywhere in the design.
You as an individual. The AI doesn’t know your name, your address, or your identity.

What the AI does see

Before any external AI call, the data goes through a redaction layer. What’s actually sent for your question is a category- and time-shaped summary — things like “groceries category: ~12% of monthly take-home this month, ~10% last month; pattern of 4–5 transactions per week” — never the line items themselves.

For most questions (“how much did I spend on subscriptions?”, “when will I be debt-free?”), that summary is all the AI needs. It’s enough to answer in plain English without anything sensitive leaving the server.

How the privacy guarantee is enforced

Policy promises aren’t worth much on their own, so Moniqo has a continuous-integration rule that fails the build if raw transaction data is ever sent to an AI service. The constraint is enforced by the deploy pipeline, not by anyone’s memory.

How that compares to “AI + your bank login”

Some assistants — including some 2026 launches from major AI vendors — use a credential aggregator (Plaid, Tink, MX) to pull live transactions from your bank account. The AI then sees those raw transactions to answer questions.

Neither approach is universally “better” — they trade off differently. The aggregator pattern is more powerful for some use cases but it puts more of your data into more places. The Moniqo pattern is privacy- first by construction and works for any bank, with or without aggregator support.

Three things people always ask

Can the AI move my money or change settings?

No. Ask Moniqo is read-only by design. It can answer and explain — it cannot pay, transfer, edit, or take any action on your behalf.

Does the AI learn from my data?

No. We don’t train models on your data. Each query is stateless: the redacted summary is sent for that one answer, and nothing about you persists in the model afterwards.

Which AI model is behind it?

A leading third-party AI service. We don’t name the specific provider publicly — that choice needs to stay flexible as the field moves. The privacy guarantees above hold regardless of which model is used, because they’re enforced by Moniqo’s redaction layer, not by the model itself.