Transaction data processing
Convert agreed financial inputs into structured records, with source references, duplicate handling and an exception path when a message cannot be interpreted reliably.
Fintech software
Fintech software development
Build financial software that makes transactions and money workflows easier to understand. Our work covers expense tracking, financial message processing, payment journeys and customer interfaces connected to the services behind them.
Tranz / Engineering in practiceThe operational challenge
Connect the work behind fintech
Financial information often arrives through different channels and in inconsistent formats. Users need clear records and status messages, while operating teams need to trace where data came from and resolve incomplete or conflicting inputs.
Workflows we can scope
Software shaped around fintech operations
These are starting points for an engagement. We define the exact scope around your team, business rules and existing systems.
Personal finance experiences
Bring expenses, categories, budgets and savings goals into clear user journeys. Explain what a figure includes and make corrections easy to review.
Payment journeys
Connect payment initiation to provider-supported flows. Distinguish an initiated request from a confirmed payment and design clear pending, failed and recovery states.
Operational investigation
Give support teams the information needed to investigate parsing failures, integration errors and inconsistent records without exposing unnecessary customer data.
BeeWise mobile app
A clearer picture of everyday money.
Our BeeWise work brings transactions, budgets, savings goals and shared expenses into a connected mobile experience.
From daily spending to the bigger picture.
A monthly overview makes income and expenses easy to compare. Categorised transactions help people understand where their money goes, while budgets and savings goals keep the next step visible.
- Monthly activity and transaction categories
- Budgets, savings goals and shared expense splits
- SMS-assisted expense capture on supported Android devices, with user permission
App design previews with illustrative amounts.
Finance SMS parser
Turn bank alerts into useful financial records.
Behind BeeWise, our finance SMS pipeline connects mobile message collection with bank-specific parsing, template review, categorisation and duplicate detection.
Account XX1234 debited INR 245.00 at METRO TRAVEL. Ref TXN001.
- Amount
- ₹245.00
- Direction
- Debit
- Merchant
- METRO TRAVEL
- Category
- Transportation
Every record has a path back to its source.
- Collect & queueFilter recognised financial senders on Android and store alerts in a persistent local queue for upload.
- Check & extractResolve the bank, select its parser and check the template before accepting a financial record.
- Categorise & reconcileExtract financial fields, assign merchant-based categories and check for duplicates within the user’s records.
Unknown templates enter a review workflow and can be replayed after acceptance. Non-financial alerts stay outside the transaction feed.
Read the finance SMS architecture white paper ↗Design and integration decisions
Resolve the details that affect daily use
Data provenance
Record the source and processing state of financial inputs. Make corrections traceable and define how duplicate or late-arriving records are handled.
Access and consent
Scope permissions and data collection around the product journey. Define what information is retained, who can access it and how it is removed.
Provider boundaries
Review authentication, callbacks and failure behaviour for each connected service. Confirm which system supplies the authoritative transaction status.
Relevant portfolio
Explore our work in fintech
BeeWise brings expenses, budgets and shared splits together. Split UPI supports reviewed payment initiation, while Super Calci provides an offline-first calculator experience. These examples show distinct financial product journeys.
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Beewise
An everyday money app for expenses, budgets, savings goals and shared splits.
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Split UPI
A UPI helper for scanning merchant codes and initiating reviewed split payments.
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Super Calci
An offline-first Android app combining more than 100 calculators across finance, health and everyday tasks.
ExploreFrom workflow to release
Make the first release useful to the people running the operation
Understand the work
Map the current process with its users, records, handoffs and exceptions. Choose the bottleneck the first release should address.
Define the rules
Agree roles, data ownership, integrations and acceptance examples. Check the cases that cannot follow the usual path.
Build and validate
Deliver complete workflows in reviewable stages. Test representative records and failure paths with the people who will use the system.
Prepare the rollout
Reconcile migrated information, plan training and assign operational ownership. Track adoption and unresolved work after launch.
Questions about your project
Planning fintech software
Can you process financial messages into transaction records?
We can scope ingestion, parsing, categorisation and review around supported sources and representative examples. The BeeWise portfolio and finance SMS white paper describe this work in more detail.
Can a payment app confirm whether a payment succeeded?
That depends on the provider integration. We identify the authoritative status source during discovery and keep initiation, pending and confirmed states distinct in the user experience.
Can you work with an existing financial product?
Yes. Share the current data flow, provider integrations and user journeys so we can plan a defined improvement or integration alongside your existing application.
Connected expertise
Explore services for your delivery
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App Development
Build digital products across mobile, web and connected business environments.
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Software Engineering
Design, build and evolve the systems behind critical business processes.
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CRM & ERP
Operational platforms that connect teams, transactions, reporting and decisions.
ExploreStart with your operation
Discuss your workflow ↗Which workflow needs to work better?
Tell us who uses it, where work gets stuck and which systems need to connect. We’ll help shape a practical scope.