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POS Integration System

Integration layer between a chain's point-of-sale terminals and its back office: billing, stock movements and reporting synced in real time instead of at month end.

Vue.jsPythonAWS
POS Integration System — Internal Platform case study by Chetan Sharma
Client
Retail chain, NCR (via NodeAscend)
Year
2024
Role
Backend and integration
Type
Software
The brief

What needed solving

Each store's billing software was correct locally and invisible everywhere else. Stock figures were true only after someone exported files and re-entered them, so reordering decisions were made on numbers that were days old.

Approach

How it was built

(01)

Treated the till as a producer of events, not a database to poll: each sale, return and transfer is written once and propagated.

(02)

Queued the writes so a store with a dead internet link keeps selling and catches up later instead of erroring at the counter.

(03)

Built the reporting view on top of the same event log, so no number on a dashboard is reconciled by hand.

(04)

Wrote a reconciliation report that shows mismatches explicitly — silence in a system like this is a bug, not a good sign.

Outcome

What changed

Stock, sales and tax-facing reports come from one stream. Store managers see the day's numbers the same evening, and reordering stopped being an argument about whose spreadsheet was newer.

SyncNear real time, tolerant of offline stores
ReportsBuilt from the same event log as the data
TrustMismatch report instead of silent drift
Event ingestion serviceQueue and replay handling for outagesStore and regional reporting viewsReconciliation and alertingDeployment on AWS with monitoring
Process

The same six stages,
every project

(01)

Discovery

Clarify the goal, users, constraints, current systems, success measures, and delivery risks.

(02)

Architecture

Choose the right structure, integrations, data model, security boundaries, and technology stack.

(03)

Design

Map important journeys and responsive states before expensive decisions are locked in.

(04)

Development

Build in reviewable milestones with clean code, documented decisions, and visible progress.

(05)

Testing & Launch

Validate functionality, performance, accessibility, security, and production readiness.

(06)

Support & Improvement

Monitor real use, resolve issues, and prioritize improvements using evidence.

Have something similar in mind?

Tell me the outcome you need and the deadline you are working to. I will tell you honestly what is possible.