Coming Soon

Smarter Transaction Categorization & Enrichment

Coming Soon: Clean merchant names. Personalized categorization. Country-specific context.
All via a lightweight API designed for modern finance apps.

🧽 Clean Merchant Names

Strip noise and normalize messy transaction strings like "*PAYPAL *NETFLIX-1234."

🔍 Personalized Categorization

Use a user's own past behavior to create a custom categorization model—no need for rigid rules.

🌍 Localized Intelligence

Understand and categorize based on region-specific spending patterns.

Minimal Setup, Maximum Clarity

Send Transactions

POST your raw transaction data to our API.

Optional Training (per user)

Train a personalized model on each user's historical data for higher accuracy.

Receive Enriched Results

Get back cleaned merchant names, suggested categories, and confidence scores.

Designed for Finance Tools, Spreadsheet Add-ons, and Emerging Fintech

Personal Finance Apps
Provide smarter automation without asking users to build rules.
Accounting Software
Enrich raw transactions for better reconciliation.
Spreadsheets & Add-ons
Add a layer of AI-powered clarity to Google Sheets or Excel workflows.

Let's Talk

Looking to integrate categorization into your product? Or just want to explore what's possible? Send us a message and we'll get back to you personally.