(02)Case study · Web App

Fintech · 2026

Ledgerline

A real-time treasury platform giving finance teams a live view of cash across 40+ banks.

Client
Ledgerline Finance
Year
2026
Services
Web Application, Data Platform, Design System
Stack
Next.js · TypeScript · Go · PostgreSQL · Kafka · AWS
All works
0.4sDashboard load, down from 3.2s
40+Bank integrations normalized
12kDaily active finance users

(01)Challenge

Finance teams were reconciling cash positions from end-of-day bank exports and a maze of spreadsheets. By the time a report was ready, the numbers were already stale.

(02)Approach

  1. 01

    Built an event-driven ingestion service in Go that normalizes 40+ bank feeds into a single ledger model.

  2. 02

    Streamed balance changes to the browser over WebSockets, with virtualized grids handling 100k+ rows at 60fps.

  3. 03

    Shipped a token-based design system so product teams could add new views without new CSS.

(03)Outcome

Cash visibility moved from next-day to real-time. Month-end close dropped from five days to two, and the platform became the default morning tab for every finance user.

(04)Architecture

How it's built.

A simplified view of the production system, following a request from the client through to the data layer.

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(05)Contact

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