A clean, explainable budget mural.

MosaicLedger turns transactions into a navigable mosaic, detects recurring charges, and ranks next actions with deterministic math. Optional AI rewrites the narrative only.

Open Dashboard with Demo Data

Glass mosaic preview

Salary

Investments

Rent

Groceries

Utilities

Transport

Entertainment

Healthcare

Savings

Dining

Shopping

Education

What you get

Deterministic first

Mosaic navigation

A mural you can drill into: category tiles, then merchants, then the raw transactions.

Recurring + choices

Detect subscriptions, predict next charges, and persist Keep/Cancel/Downgrade choices.

Plan + export

Ranked actions with quantified monthly savings, plus a single poster artifact (SVG/PNG).

How it works

Always explainable

1. Choose a source

Start with demo data or connect a bank later. The experience stays stable either way.

2. Read the mosaic

The mural surfaces spend shape in seconds. Hover to reveal categories and totals.

3. Act with confidence

Plans and recurring insights are ranked with quantified savings and deterministic logic.

Integrations

Prize-ready

Capital One Nessie

Sponsor connector for purchases. When configured, source=nessie drives analysis.

MCP tool server

Hosted MCP endpoints (/health, /mcp) for tool calling transport.

Ops + Coach

Deterministic analysts and tool calling. Optional AI rewrites the narrative only.

Open Evidence Screen Health Checks