Automatic Transaction Categorization
Precise machine learning models categorize daily transactions and billings without manual intervention.
Automate finances, access real-time cash flow insights, and reduce accounting overhead with AI.
Visit live
Live since
2025
Region
US · Global
Surfaces
Web Application
Stack lead
Webflow · JavaScript
The problem
Startup founders and small business owners were losing dozens of hours weekly on manual data entry, reconciliations, and expensive accounting services without clear cash flow visibility.
System
How the pieces actually connect. Boxes are the parts of the platform, what users open, the services that run the logic, where data lives, and the third-party tools wired in. Lines show what talks to what. Hover any box to trace its connections.
What we built
Each block is a real surface in the product, not a marketing line.
Precise machine learning models categorize daily transactions and billings without manual intervention.
Live financial metrics giving founders complete visibility over burn rate, cash flow, and runway.
Evaluate potential business decisions like hiring or expansion using predictive AI analytics.
Facilitate seamless communication with accountants during tax season while syncing directly with QuickBooks and Xero.
Surfaces

01. Surface
Homepage hero — 'Revolutionize Your Bookkeeping with Tara' positioning.

02. Surface
Key features — transaction categorization, scenario planning, and financial dashboards.


01. Surface
Homepage hero — 'Revolutionize Your Bookkeeping with Tara' positioning.
02. Surface
Key features — transaction categorization, scenario planning, and financial dashboards.
Tech
Frontend
AI & Automation
Integrations
Security & Compliance
The outcome
A published AI fintech platform with early-access onboarding, high conversion feature walkthroughs, and seamless QuickBooks and Xero integration channels.
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