Fintech

Banking SMS into automatic financial insights with AI

Extracting structured signals from financial messages.

Conceptual engineering illustration for Banking SMS into automatic financial insights with AITranz / Engineering in practice
BeeWise · Client review
Clutch5.0 / 5

Verified review on Clutch

“Their project management style is impressive.”

Reddy APDirector, QUANTORA INNOVATIONS PRIVATE LIMITED

The client praised the app experience, the admin dashboard and the team’s understanding of requirements, communication and delivery process.

Read the full review on Clutch
Technical white paper · 7 October 2026

Finance SMS Parsing Architecture

By Karthikeyan, CEO Tranz Technologies

How BeeWise turns bank alerts into structured financial records through accepted templates, bank-specific parsers, durable delivery and duplicate detection.

Everyday money management

The product in context

BeeWise brings transactions, budgets, savings goals and shared expenses into one product. The public site describes a monthly overview, category visibility and a path from recording spending to planning what comes next.

01

Understand activity

Users can add expenses manually or, on supported Android devices, grant SMS access so the app identifies messages from supported bank senders. Matching messages are sent to BeeWise’s service for processing into transaction records. Activity can then be reviewed by month and category.

02

Plan ahead

Monthly budgets show the amount left, while savings goals turn a larger target into visible progress and a remaining amount.

03

Share fairly

Groups and flexible splits help people record shared purchases, see who paid and review each person’s share.

04

Admin monitoring and exception handling

The BeeWise admin dashboard shows API and service availability metrics. Failed SMS transactions are flagged for backend review, while AI categorizes failed or uncategorized transactions.

Product visuals

BeeWise design screens

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See the product firsthand.

The screens shown are design visuals with illustrative amounts. Explore the live product and Android app for the current experience.

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