Automated smart factory production line with industrial robots

Industry · Manufacturing & Industry 4.0

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.

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MES & IoT integration ready
AI predictive maintenance
NDA and full IP ownership

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

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.

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

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.

0107
01 - 07

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.

02 - 07

Operations analysis

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

03 - 07

Design and wireframing

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

04 - 07

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.

05 - 07

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.

06 - 07

QA and validation

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

07 - 07

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.

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Connected smart factory technology for an Industry 4.0 project

Advanced technologies we integrate into manufacturing software

We combine advanced technologies to build resilient manufacturing systems. Integrated thoughtfully, they raise equipment effectiveness, streamline production, and turn plant data into a durable competitive edge.

AI & ML

We use AI and ML technology to power predictive maintenance, demand forecasting, and yield optimization, reading sensor and production data to flag failures early and keep lines running.

Generative AI

LLM-powered copilots draft work instructions and SOPs, answer operator questions, and summarize shift reports, grounded in your plant data so every answer reflects the real line.

Agentic AI

Autonomous agent workflows handle production scheduling, maintenance dispatch, and procurement follow-ups, with human-in-the-loop controls and full audit trails.

Cloud

We deploy on AWS, Azure, and GCP with edge-to-cloud data pipelines and 24/7 monitoring, architected to aggregate multi-plant telemetry and scale with production volume.

IoT & Digital Twin

We connect machines with OPC-UA and MQTT and build live digital twins, so teams can simulate output, plan capacity, and test changes before they touch the shop floor.

Tech stack we use as a manufacturing software company

Building manufacturing platforms means picking the right tools for the job. We stick with technologies we know work well, ones that give you both speed and reliability, and that handle time-series sensor data, real-time dashboards, and heavy production load without slowing down.

HTML5HTML5
CSS3CSS3
JavaScriptJavaScript
ReactReact
Next.jsNext.js
Vue.jsVue.js
Node.jsNode.js
PythonPython
LaravelLaravel
JavaJava
.NET.NET
GoGo
SwiftSwift
KotlinKotlin
React NativeReact Native
FlutterFlutter
AWSAWS
AzureAzure
Google CloudGoogle Cloud
PostgreSQLPostgreSQL
MongoDBMongoDB
Google MapsGoogle Maps
MapboxMapbox
StripeStripe

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

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

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

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

Insights

Latest insights

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

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

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
sales@appther.com +91-9911432288

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