Manufacturing16 weeks5–8 engineers

Chemical Industry ERP

Batch manufacturing ERP with MSDS traceability and reactor scheduling for a Gujarat chemical unit.

System architecture

Modules and integrations delivered for this engagement.

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

Project Value

₹15L–₹30L

Timeline

16 weeks

Industry

Manufacturing

Team Size

5–8 engineers

Business Outcome

Efficiency

Support Period

12 months

Overview

Executive Summary

Custom ERP with batch genealogy, MSDS document vault, reactor scheduling, and GST/Tally integration for a specialty chemicals manufacturer.

Client Profile

Leading manufacturing organization

Batch manufacturing ERP with MSDS traceability and reactor scheduling for a Gujarat chemical unit.

Size
Mid-size enterprise
Sector
Manufacturing

Initial Situation

Where they started

Batch records, MSDS documentation, and reactor scheduling lived in disconnected spreadsheets.

Before

  • Spreadsheet batch logs
  • Manual MSDS filing
  • Phone-based reactor scheduling

After

  • Digital batch genealogy
  • Linked MSDS per batch
  • Visual reactor calendar

Strategy

Challenges & Project Goals

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

Key challenges

  • Batch records, MSDS documentation, and reactor scheduling lived in disconnected spreadsheets.
  • 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

Custom ERP with batch genealogy, MSDS document vault, reactor scheduling, and GST/Tally integration for a specialty chemicals manufacturer.

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.

99.5%
Batch accuracy

Audit-ready batch records

48hr
Audit prep

Down from 2 weeks manual compilation

₹9L
Annual savings

Reduced rework and write-offs

99.5%
Batch accuracy

Full traceability from raw material to dispatch

35%
Less manual entry

Automated batch status updates

Engagement summary

Delivery at a glance

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

Challenge

Batch records, MSDS documentation, and reactor scheduling lived in disconnected spreadsheets.

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

Solution

Custom ERP with batch genealogy, MSDS document vault, reactor scheduling, and GST/Tally integration for a specialty chemicals manufacturer.

Business outcome

99.5% Batch accuracy

Full traceability from raw material to dispatch

Timeline

16 weeks

Support: 12 months

Team size

5–8 engineers

Technology stack

ReactNode.jsPostgreSQLAWS

ROI indicator

99.5%Batch accuracy

Audit-ready batch records

Client feedback

Batch traceability and audit prep time dropped dramatically once we moved off spreadsheets.

Operations Head, Chemical Manufacturer, Gujarat

99.5% Batch accuracy

ROI highlight

99.5%

Batch accuracy

Audit-ready batch records

Timeline
16 weeks
Team
5–8 engineers

Insights

Lessons learned

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

Key results

99.5% Batch accuracy

Full traceability from raw material to dispatch

35% Less manual entry

Automated batch status updates

ROI: 99.5% Batch accuracyAudit-ready batch records

Implementation approach

How delivery was structured

Existing process

Batch records, MSDS documentation, and reactor scheduling lived in disconnected spreadsheets.

Pain points

  • Batch records, MSDS documentation, and reactor scheduling lived in disconnected spreadsheets.
  • Manual processes causing errors and delays
  • No integration with accounting systems

Solution

Custom ERP with batch genealogy, MSDS document vault, reactor scheduling, and GST/Tally integration for a specialty chemicals manufacturer.

Timeline

16 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 manufacturing engagements like this, executive sponsorship and phased go-live matter as much as architecture — 16 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.

Industry statistics

22%

Indian SMEs use formal ERP

Majority still rely on spreadsheets, Tally-only setups, or fragmented tools.

Source (2024-06-01): IDC India SMB Survey 2024

#1

Batch traceability top ERP requirement

Specialty chemical manufacturers in GIDC clusters.

Source (2026-03-01): Maxwell Electrodeal — Digital Transformation in Chemical Industry Report

Market trends

30%

Operational errors from manual data entry

Manufacturing teams re-keying dispatch, GRN, and production data into spreadsheets.

Source (2023-09-01): Deloitte India Operations Report 2023

$2.5B

India ERP market by 2027

Projected market size driven by SME digitization and GST compliance pressure.

Source (2024-11-01): NASSCOM 2024 SMB Tech Report

Benchmarks

8–12 mo

Average ERP ROI payback

Mid-market manufacturers with custom ERP and Tally integration.

Source (2023-09-01): Deloitte India Operations Report 2023

6–9 mo

Inventory automation ROI payback

Barcode + ERP sync engagements in manufacturing SMEs.

Source (2026-01-15): Maxwell Electrodeal — Inventory Automation Case Study

Case study FAQs

What was the main challenge for this manufacturing engagement?
Batch records, MSDS documentation, and reactor scheduling lived in disconnected spreadsheets.
What was the implementation timeline?
16 weeks — Discovery (2 weeks); Build (10–14 weeks); Go-live (2 weeks).
What ROI or business outcomes were achieved?
99.5% Batch accuracy — Full traceability from raw material to dispatch
What technology stack was used?
React, Node.js, PostgreSQL, AWS

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