Retail10 weeks5–8 engineers

Inventory Automation

Multi-warehouse inventory automation with barcode scanning and Tally sync for a distributor.

System architecture

Modules and integrations delivered for this engagement.

1
Application
ReactNode.jsPostgreSQL
2
Integration
Tally syncGST e-invoiceMobile apps

Project Value

₹5L–₹15L

Timeline

10 weeks

Industry

Retail

Team Size

5–8 engineers

Business Outcome

Efficiency

Support Period

12 months

Overview

Executive Summary

Inventory automation platform with GRN scanning, inter-warehouse transfers, reorder alerts, and bi-directional Tally integration.

Client Profile

Leading retail organization

Multi-warehouse inventory automation with barcode scanning and Tally sync for a distributor.

Size
Mid-size enterprise
Sector
Retail

Initial Situation

Where they started

Three warehouses re-keyed stock into Tally manually—month-end reconciliation took 10+ days.

Before

  • Manual GRN entry
  • No transfer tracking
  • 10-day month-end close

After

  • Barcode GRN
  • Transfer workflows
  • 3-day month-end close

Strategy

Challenges & Project Goals

What blocked progress before delivery — and what leadership signed off to achieve.

Key challenges

  • Three warehouses re-keyed stock into Tally manually—month-end reconciliation took 10+ days.
  • Manual processes causing errors and delays
  • No integration with accounting systems

Project goals

  • Reduce manual work
  • Improve data accuracy
  • Enable real-time visibility

Discovery & Planning

How we planned the engagement

  • 1On-site process mapping
  • 2Stakeholder workshops
  • 3Phased rollout plan

Solution Architecture

Technology architecture

Inventory automation platform with GRN scanning, inter-warehouse transfers, reorder alerts, and bi-directional Tally integration.

1
Application
ReactNode.jsPostgreSQL
2
Integration
Tally syncGST e-invoiceMobile apps

Process

End-to-end workflow

1

Capture

Data entry at source

2

Approve

Role-based workflows

3

Report

Live dashboards

UI/UX design process

  • 1Role-based UX for operators and managers
  • 2Mobile-first field interfaces

Development process

  • 1Agile sprints with weekly demos
  • 2Phased module delivery

Technical

Technology stack & deployment

Technology stack

ReactNode.jsPostgreSQLAWS

Deployment strategy

  • Pilot go-live
  • Training program
  • 30-day hypercare

Timeline

Project timeline

Phased delivery from discovery through rollout and hypercare.

Discovery

2 weeks

Process mapping and scope

Build

10–14 weeks

Core modules and integrations

Go-live

2 weeks

Training and hypercare

Key milestones

Week 2

Discovery complete

Signed-off scope

Week 12

UAT

User acceptance on staging

Week 14

Go-live

Production deployment

ROI

Results & ROI

Measurable business impact delivered within the agreed timeline.

96%
Stock accuracy

Barcode-driven transactions

₹8L
Waste reduction

Fewer write-offs and expedited freight

96%
Accuracy

Real-time stock across 3 warehouses

70%
Faster close

Month-end reconciliation in 3 days

Engagement summary

Delivery at a glance

Documented delivery parameters for a Leading retail organization — documented in case study review.

Challenge

Three warehouses re-keyed stock into Tally manually—month-end reconciliation took 10+ days.

  • Manual processes causing errors and delays
  • No integration with accounting systems

Solution

Inventory automation platform with GRN scanning, inter-warehouse transfers, reorder alerts, and bi-directional Tally integration.

Business outcome

96% Accuracy

Real-time stock across 3 warehouses

Timeline

10 weeks

Support: 12 months

Team size

5–8 engineers

Technology stack

ReactNode.jsPostgreSQLAWS

ROI indicator

96%Stock accuracy

Barcode-driven transactions

Client feedback

Barcode-driven stock capture cut our month-end close from ten days to three.

Warehouse Manager, Distribution Company, India

96% Accuracy

ROI highlight

96%

Stock accuracy

Barcode-driven transactions

Timeline
10 weeks
Team
5–8 engineers

Insights

Lessons learned

  • Shop-floor discovery is non-negotiable
  • Phased rollout beats big-bang

Key results

96% Accuracy

Real-time stock across 3 warehouses

70% Faster close

Month-end reconciliation in 3 days

ROI: 96% Stock accuracyBarcode-driven transactions

Implementation approach

How delivery was structured

Existing process

Three warehouses re-keyed stock into Tally manually—month-end reconciliation took 10+ days.

Pain points

  • Three warehouses re-keyed stock into Tally manually—month-end reconciliation took 10+ days.
  • Manual processes causing errors and delays
  • No integration with accounting systems

Solution

Inventory automation platform with GRN scanning, inter-warehouse transfers, reorder alerts, and bi-directional Tally integration.

Timeline

10 weeks

Technology stack

React · Node.js · PostgreSQL · AWS

Strategic insights

Lessons for similar operators

  • Shop-floor discovery is non-negotiable
  • Phased rollout beats big-bang

For retail engagements like this, executive sponsorship and phased go-live matter as much as architecture — 10 weeks only works when change management keeps pace.

Arun KulkarniDigital Transformation Lead

Evidence-backed data

Statistics & benchmarks

Sourced from Maxwell research, reports, and documented client engagements — with publication dates.

Market trends

60%

Sales teams use spreadsheets as primary CRM

Indian B2B teams tracking pipeline in Excel and WhatsApp threads outside any system.

Source (2024-03-01): Inc42 India SaaS Report 2024

Benchmarks

2:1

Vertical vs horizontal SaaS retention

India B2B SaaS — vertical products retain at twice horizontal tools.

Source (2025-10-15): Maxwell Electrodeal — SaaS Market Outlook India 2026

38%

B2B SaaS adoption growth in manufacturing

Year-over-year increase in formal CRM and operations software among Indian manufacturers.

Source (2025-01-01): NASSCOM 2025

Case study FAQs

What was the main challenge for this retail engagement?
Three warehouses re-keyed stock into Tally manually—month-end reconciliation took 10+ days.
What was the implementation timeline?
10 weeks — Discovery (2 weeks); Build (10–14 weeks); Go-live (2 weeks).
What ROI or business outcomes were achieved?
96% Accuracy — Real-time stock across 3 warehouses
What technology stack was used?
React, Node.js, PostgreSQL, AWS

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