Automated smart factory production line with industrial robots

Manufacturing software built for Industry 4.0

We build manufacturing software: MES, industrial IoT, predictive maintenance, digital twins, and production analytics, engineered to cut downtime, lift OEE, and connect your shop floor to the top floor.

Book a Call

Trusted by manufacturers worldwide

Connexate Meshmedia Oaky Setia Haruman Wave Sugar

01 · The Opportunity

Turning factory data into uptime and throughput

Manufacturers lose margin to unplanned downtime, shop-floor blind spots, and slow manual planning. Industry 4.0 changes that: connected machines, real-time OEE, and AI turn raw production data into decisions you can act on in the moment.

We help plants, OEMs, and industrial startups build software that connects equipment, people, and the supply chain into one system that scales.

MES & shop-floor control
Industrial IoT & OPC-UA connectivity
AI predictive maintenance & OEE
Industrial worker monitoring a connected manufacturing line
Real-time OEE, from machine to dashboard
Live production, quality, and downtime data, built in from the first sensor.
40%
Average efficiency gain
30%
Less unplanned downtime
18mo
Typical ERP/MES payback
24/7
OEE & machine monitoring

Manufacturing software development services we offer

Eight product types we build most often for plants, OEMs and industrial founders. Each starts as a scoped pilot on one line before it becomes a plant-wide platform.

Manufacturing Execution Systems

Work orders, routing, traceability and shop-floor capture on tablets that survive dust, gloves and a night shift.

Industrial IoT Platforms

Machine, sensor and PLC data collected at the edge, buffered when the network drops and reconciled when it returns.

Predictive Maintenance

Failure models trained on your own machine history, with alerts that reach a technician who can act before the line stops.

Digital Twins & Simulation

Line and plant models that let you test a schedule, a layout or a changeover before you commit to it.

Production Analytics & OEE

Availability, performance and quality dashboards drawn from the same data the operators enter, refreshed by the shift not the month.

Quality & Compliance Systems

Inspections, non-conformance and CAPA workflows with the evidence trail an auditor will ask for.

ERP & Supply Chain Integration

Odoo, SAP and legacy ERP connected to the floor, so planning sees what production actually did. See our sugar mill ERP case study.

Supplier & Customer Portals

Order status, certificates and forecasts shared with partners without another phone call to your planners.

Elevate your plant with custom manufacturing software solutions

From the shop floor to the supply chain, our solutions give you a connected suite to run leaner, smarter, and more competitively.

MES & shop-floor control systems
Industrial IoT & machine connectivity
Predictive maintenance platforms
Digital twin & simulation software
Production & OEE analytics dashboards
Quality management systems (QMS)
Warehouse & inventory management
Supply chain & procurement platforms

Features that make manufacturing software deliver

As a manufacturing software company, we build scalable systems with features that raise output, cut downtime, and improve plant efficiency.

0109

MES & production monitoring

Real-time work orders, scheduling, and shop-floor control with live OEE, throughput, and WIP across every line.

Industrial IoT & connectivity

OPC-UA, MQTT, and Modbus connect CNC machines, PLCs, and sensors for remote monitoring and edge data capture.

Predictive maintenance

ML models read vibration, temperature, and current signals to flag equipment failures days before they cause downtime.

Digital twin & simulation

Live virtual replicas of lines and plants to simulate output, plan capacity, and test changes with zero shop-floor risk.

Production & OEE analytics

Dashboards that turn machine data into OEE, scrap, and cycle-time insight leaders can act on in real time.

Quality management

SPC, FMEA, and NCR tracking with computer-vision inspection to keep defect escape rates below 0.1%.

Supply chain & procurement

Demand forecasting, supplier tracking, and inventory optimization that cut carrying costs across the network.

Warehouse & inventory

Barcode and RFID-driven receiving, picking, and stock control synced live with production and ERP.

ERP integration

Seamless sync with SAP, Odoo, Oracle NetSuite, and Microsoft Dynamics, or a full ERP build from the ground up.

Advanced technologies we build into manufacturing products

Manufacturing is digitising quickly, and most of the value sits in a handful of technologies applied where they change a production decision rather than because they are on a list.

Generative AI

Assistants that answer SOP, maintenance and safety questions from your own manuals, with the page cited rather than a confident guess.

Agentic AI

Agents that raise purchase orders, schedule maintenance and chase certificates, with a person approving anything that spends money.

Industrial IoT & Edge

PLC, sensor and machine data collected at the edge and reconciled to the cloud, via IoT development.

Tech stack we use for manufacturing software development

We stay with technologies that have already run through a production shutdown and restart. That is what lets an engineer join before a shutdown window and be useful in the first week rather than the first month.

Operator and planner interfaces that stay readable on the floor and fast on old terminals.

React Next.js TypeScript Vue.js Tailwind JavaScript

MES, planning and integration services sized for shift changes and month-end reporting.

Node.js Python Laravel .NET PostgreSQL MongoDB Go Redis

Rugged tablet and scanner apps that work offline and sync when the plant network returns.

Swift Kotlin Flutter React Native Firebase SQLite

Edge pipelines, time-series stores and OEE analytics that reconcile to the ERP.

AWS Azure Google Cloud Docker Kubernetes Stripe Grafana

We follow an agile manufacturing software development process

By following agile principles, we adapt to shop-floor realities, collaborate closely with your operations team, and deliver your manufacturing software on schedule.

Planning and process mapping

We map your production flow, equipment, data sources, and KPIs, then turn them into a phased roadmap before any code is written.

Operations analysis

Our team studies line bottlenecks, downtime causes, and quality gaps to find where software will move OEE and margin the most.

Design and wireframing

Our designers create wireframes and high-fidelity screens built around operators, dashboards, and real-time shop-floor data.

Frontend and backend development

Our engineers build fast operator interfaces backed by scalable APIs, time-series data pipelines, and edge services that stay quick under load.

Machine, IoT and ERP integration

We connect PLCs, sensors, MES, and ERP with OPC-UA, MQTT, and Modbus, with real-time sync handled from day one.

QA and validation

Every release passes automated testing plus load and failover tests that simulate peak production and sensor volume before go-live.

Launch and optimization

Phased rollout with real-time monitoring, then analytics and model tuning to keep OEE and uptime improving after launch.

FREE CONSULTATION

Have a smart-factory project in mind? Let's map it out together.

Share your goals and get a feature roadmap, timeline, and cost estimate from our manufacturing software experts within 24 hours.

Get a Free Quote → See our work
Connected smart factory technology for an Industry 4.0 project

Case Study Spotlight

A smart-factory platform built for real-time production

We engineered a connected MES and IoT platform with live OEE dashboards, OPC-UA machine data, and AI predictive maintenance, designed to turn downtime into uptime.

38%
Less unplanned downtime
22%
OEE improvement
0
Line stoppages at go-live
View full portfolio
9:41100%
Line 3 · Live
RUNNINGLive now
OEE 87%
Throughput 412 units/hr
CNC-07 · Stamping Cell
Details
Trends
Alerts
≈
Predictive alert
Bearing wear in ~3 days
Act
☏
Maintenance
Scheduled tonight
Planned
⏲
Downtime today
Target < 30 min
12 min

Why choose Appther as your manufacturing technology partner

Plenty of firms can build a dashboard. Fewer have stood on a line at shift change and watched one get ignored. Six reasons manufacturers stay with us.

Built for the shop floor

Big targets, glove-friendly flows and screens readable under sodium lights, because software the operator will not touch is software that did not ship.

Edge-first, not cloud-only

Data captured and buffered at the machine, because the plant network drops and the line does not wait for the cloud to come back.

Measured on OEE and downtime

We judge a feature on availability, scrap and changeover time, not on logins. If it does not move those, it does not ship.

Engineers who have shipped in plants

A 7,000 TCD sugar mill ERP and predictive analytics for a manufacturer are on our record, so discovery is spent on your process rather than on the basics.

Your data and your code stay yours

Machine data and code stay on your servers or in your cloud, with an NDA before discovery. Offboarding is a permissions change, not a migration.

Fixed scope and a date you can plan around

Discovery ends with a written scope and a fixed price. Shutdown windows do not move, so the timeline is built around them rather than our sprint calendar.

What our clients say about us

Real feedback from the founders and teams we have partnered with.

Appther rebuilt our internal platform from the ground up and made a genuinely complex system feel simple. Every department now works off a single source of truth, and delivery was on time and on budget.

Pushpender Kumar
Pushpender Kumar
General Manager, AB Sugar Ltd

They built our app and portal exactly the way we envisioned it: easy onboarding, smooth workflows and real-time results that keep users engaged. Our team no longer chases spreadsheets.

Dionna Milem
Dionna Milem
Owner, My BOB Team LLC

Every detail, tone, flow and privacy had to be handled with care, and Appther got that from day one. They turned a sensitive, complex idea into a product that feels warm, simple and genuinely helpful.

Bob Singhal
Bob Singhal
Professor of Joy, Joyscore Inc

Our strategic industry partnerships

AWS
AWS
Azure
Azure
Google Cloud
Google Cloud
now
ServiceNow
Salesforce
Salesforce
Odoo
Odoo
Databricks
Databricks
SM
AWS Sagemaker
BR
AWS Bedrock
Mu
MuleSoft

How we compare

What you get with a manufacturing-focused engineering partner versus the alternatives.

Appther
Generalist agency
Freelancers
Machine & PLC integration expertise (OPC-UA, MQTT, Modbus)
✓
Varies
✗
In-house AI & predictive-maintenance team
✓
✗
✗
ERP integration (SAP, Odoo, NetSuite, Dynamics)
✓
Varies
Varies
Dedicated team, 40+ hrs/week, US and India coverage
✓
✓
✗
NDA, full IP ownership & audit-ready documentation
✓
Varies
✗
Post-launch support, monitoring & security updates
✓
✓
✗

Flexible ways to work with us

Pick the model that fits your stage, from a scoped MVP to a long-running dedicated team.

Fixed-price project

Best for scoped MVPs: an MES pilot or IoT dashboard with a defined feature set and timeline.

Typical MVP: 10 to 16 weeks
MOST POPULAR

Dedicated team

Your own manufacturing software squad of engineers, QA, and a delivery lead working 40+ hrs/week as an extension of your team.

From 40 hrs/week per engineer

Time & material

Best for evolving scopes: integrations, audits, and continuous improvement billed by effort.

Flexible monthly billing

Keep exploring

Related services

3 links

Insights

Latest insights

Ideas and lessons from building manufacturing, Industry 4.0, and AI products.

Manufacturing software development FAQ

What types of manufacturing software do you build?+

We build MES, ERP integrations, industrial IoT platforms, predictive maintenance systems, digital twins, production analytics dashboards, quality management, and warehouse and inventory software.

How does AI improve manufacturing operations?+

AI powers predictive maintenance that cuts unplanned downtime by 30 to 50 percent, computer vision quality inspection, demand forecasting, and production scheduling, with measurable ROI within 6 to 12 months.

What is a Manufacturing Execution System (MES)?+

An MES monitors, tracks, and controls production in real time, connecting your shop floor to the top floor with live OEE, work-order, and quality visibility.

Can you integrate with existing machines, PLCs and SCADA?+

Yes. We integrate OPC-UA, MQTT, and Modbus to connect CNC machines, PLCs, and sensors, and we sync with SAP, Odoo, Oracle NetSuite, and Microsoft Dynamics, without replacing legacy equipment.

What is a digital twin and how is it used in manufacturing?+

A digital twin is a live virtual replica of a line or factory, fed by IoT data, used to simulate production, plan capacity, and test changes before touching the shop floor.

How long does a manufacturing software project take?+

A focused MES or IoT pilot typically takes 8 to 14 weeks. A full Industry 4.0 rollout with ERP integration and analytics runs 16 to 24+ weeks depending on scope, with positive ROI usually within 12 to 18 months.

Get expert guidance on your Industry 4.0 strategy

Book a free consultation with our manufacturing software experts today.

UNITED STATES
2440 Cerritos Ave, Signal Hill, CA 90755
INDIA
20, First Floor, Logix Infotech Park, D-5, Sector 59, Noida, UP 201301
info@appther.com +91-9911432288

We respond within 24 hours · NDA on request · 100% confidential