AI / ML · 2025

Mehdi

A personal financial-intelligence assistant. It securely links your bank and credit-card accounts (read-only), builds a deep model of your spending, and surfaces proactive advice — in plain language.

Next.jsSupabasePlaidClaude

What it surfaces

Runaway subscriptions

Price creep, free trials converted to paid, duplicate services, and annual renewals before they hit.

Cut-back recommendations

Categories and merchants where you're overspending vs. your own baseline, shown annualized.

Patterns to rein in

Lifestyle creep, spending spikes, and the small recurring leaks.

Advisor

Ask anything about your spending — answers are grounded in your real transactions, never guessed.

Privacy by design

Plaid sits between the app and your bank, providing read-only transaction and balance data through a revocable token. The app never sees your bank credentials, requests no payment or transfer scopes, and stores the token server-side only.

Under the hood

Next.js + Supabase + Plaid + Claude. The analysis engine detects recurring charges by cadence and amount stability, and builds per-category median baselines to flag overspend. The advisor runs on the local Claude CLI — grounded in your data, with no separate API bill.