Perimattic

Manufacturing Execution System Development That Connects Your Shop Floor to Every Layer of the Operation

Most factories have a visibility gap between what ERP shows and what is actually happening on the shop floor. Work orders are released but production status is updated manually. Machine downtime goes unrecorded until the shift report. Quality failures are discovered at final inspection rather than at the operation where they occurred. Perimattic builds custom MES platforms that connect work orders, machines, operators, and quality checkpoints into a single real-time production control layer — integrated with ERP above and machine networks below.

Since 2018
Delivering manufacturing execution and shop floor software
4.75/5
Verified Clutch rating across engagements
8–24 wks
Typical custom MES platform delivery timeline

MES Technology Stack — Node.js, Python, OPC-UA, MQTT, PostgreSQL, Kafka, React, Docker, AWS, REST APIs, TypeScript, Redis

Node.jsPythonOPC-UAMQTTPostgreSQLKafkaReactDockerAWSREST APIsTypeScriptRedisNode.jsPythonOPC-UAMQTTPostgreSQLKafkaReactDockerAWSREST APIsTypeScriptRedis
Overview

What Is Manufacturing Execution System Development, and Why Does Real-Time Production Control Depend on It?

Manufacturing execution system development is the design, engineering, integration, and support of software platforms that form the real-time production control layer between ERP planning systems and the physical shop floor. An MES manages work orders, machine states, operator assignments, material consumption, and quality checkpoints — connecting what ERP has planned with what the shop floor is actually executing and returning production results, material movements, and quality outcomes back to ERP in real time. Unlike off-the-shelf MES products, a custom manufacturing execution system is built around the specific production workflow, machine landscape, quality inspection requirements, and ERP integration architecture of the operation rather than requiring production to conform to a packaged product's data model and workflow assumptions.

Without a MES, production visibility depends on manual shift reporting — supervisors collecting paper travellers, operatives updating whiteboards, and ERP showing planned production rather than actual shop floor state. Machine downtime goes unrecorded until the end-of-shift report, meaning downtime analysis is always historical rather than real-time. Quality failures are discovered at final inspection — or by the customer — rather than at the operation where the defect was introduced, making root cause analysis difficult and scrap costs high. OEE is invisible in real time because neither machine data nor production counts are captured automatically. Material consumption is reconciled from the bill of materials rather than recorded at the point of use, creating inventory discrepancies that accumulate across production runs.

Perimattic builds custom MES platforms engineered to the specific production workflow, machine landscape, and ERP integration requirements of the operation. Every engagement begins with a thorough discovery of the shop floor before any platform decisions are made — mapping how work orders actually flow, which machines exist and what protocols they support, where quality inspection happens in the production process, and how ERP and the shop floor currently exchange information. We design integration architectures that connect the MES to ERP through structured, maintainable interfaces and build machine connectivity that captures production events reliably in an industrial environment. We deliver in phases, testing each module against real production conditions before deployment.

Manual Shop Floor Management vs. Custom MES Platform

Manual Shop Floor Management
Custom MES Platform (Perimattic)

Production visibility

Manual shift reports updated by supervisors — ERP shows planned production, not actual shop floor state; work order status hours behind reality

Production visibility

Real-time work order status from shop floor events — every operation completion, machine state change, and quality checkpoint captured automatically

Machine utilisation

Downtime discovered at shift end when supervisor completes paper log — OEE invisible in real time; downtime causes unknown until retrospective analysis

Machine utilisation

Live OEE dashboard with automatic downtime recording from machine state changes — downtime reasons captured immediately, Pareto analysis available in real time

Quality control

Defects found at final inspection or by the customer — root cause analysis difficult because defect was introduced operations earlier with no in-process record

Quality control

Quality checkpoints at each production operation — defects triggered and held at the operation where they occur, before defective parts move downstream

Material tracking

Material issues estimated from bill of materials after the fact — inventory discrepancies accumulate across production runs and are reconciled in period-end counts

Material tracking

Actual material consumption recorded at point of use on the shop floor — lot traceability linked to work order, operation, and finished product serial number

ERP integration

Manual production reporting into ERP by production planners at end of shift — inventory, labour, and production data always lagging actual shop floor state

ERP integration

Automatic production events updating ERP work orders, inventory movements, and labour bookings in real time as they occur on the shop floor

The operational cost of a shop floor without real-time production control becomes visible in OEE losses that are not measured, quality failures that are caught too late, inventory discrepancies that accumulate across production runs, and the proportion of management time spent chasing production status rather than managing it.

Core Services

MES Capabilities We Build

Seven MES capability areas covering the complete production control requirement — from custom platform development and work order management through machine integration, operator interfaces, quality control, material traceability, and ERP integration.

Custom MES Development

End-to-end development of bespoke MES platforms engineered to specific production workflows, machine landscapes, quality inspection requirements, and ERP integration constraints. Built around how your shop floor actually operates — not around the constraints of a packaged MES product that requires production to conform to its data model.

Work Order Management and Scheduling

Work order release from ERP, operation sequencing across work centres, schedule dispatch to production lines, operator assignment, and completion tracking. Real-time visibility of every active work order on the shop floor — which operation it is at, who is working on it, and whether it is on schedule — without manual status reporting from production supervisors.

Machine Integration and OEE Monitoring

OPC-UA and MQTT connectivity to PLCs, CNCs, and industrial controllers for real-time machine state capture, automatic downtime recording, cycle count collection, and fault code logging. OEE calculation from actual machine availability, performance, and quality data — not from manual shift reports — with live dashboards and Pareto analysis to drive continuous improvement.

Operator Interface and Task Management

Touchscreen shop floor interfaces presenting work instructions, quality checklists, and production data entry forms to operators at the correct workstation for the current production order. Operator assignments, time and attendance recording at the operation level, and electronic work instruction delivery — replacing paper travellers and laminated route cards with a controlled digital workflow.

Quality Inspection and SPC

In-process inspection checkpoints embedded at defined production operations, measurement recording interfaces, and automated non-conformance triggering when results fall outside tolerance. Statistical process control (SPC) charting monitors measurement trends across production runs and alerts quality teams before defect rates exceed control limits — catching quality failures at the operation where they occur, not at final inspection.

Material Tracking and Traceability

Material issue at work order and operation level with lot and serial number capture at the point of consumption on the shop floor. Genealogy tracking linking every finished product to the raw material lots, sub-assembly serial numbers, process parameters, and operator actions that contributed to its production — supporting product recall isolation, regulatory compliance, and customer traceability requirements.

MES-ERP Integration

Bidirectional integration with SAP (PP, QM, MM), Oracle, Microsoft Dynamics, ERPNext, and other enterprise platforms — covering work order receipt, production confirmation, material movements, quality results posting, and labour booking. Structured integration architectures with proper error handling and retry logic rather than fragile point-to-point connections that fail silently under production load.

Technology Stack

Technologies We Use to Build MES Platforms

Backend and APIs

6 tools
Node.jsPythonJavaOPC-UAREST APIsGraphQL

Cloud and Infrastructure

6 tools
AWSAzureDockerKubernetesMQTT BrokerTerraform

Databases and Messaging

6 tools
PostgreSQLTimescaleDBRedisKafkaInfluxDBElasticsearch

Shop Floor and Integration

6 tools
ReactTypeScriptOPC-UA ClientModbusSAP APIWebhooks
How We Engage

Our MES Development and Delivery Process

A structured six-stage process from free shop floor operations discovery through production deployment and ongoing platform support.

01

Shop Floor Operations Discovery (Free)

We map your production workflows, machine landscape, operator workflows, quality checkpoints, and ERP integration requirements. This free session establishes a clear picture of current-state production before any MES architecture decisions are made.

02

Production Mapping and Machine Audit

We document the target production workflows, work order flows, machine protocols, ERP integration points, and quality inspection requirements in detail. We identify machine connectivity options, integration dependencies, and produce a phased delivery roadmap.

03

MES Architecture and Proof of Concept

We design the MES platform architecture and build a proof of concept against the highest-risk component — typically machine integration via OPC-UA or ERP synchronisation — to validate the approach and surface any technical risks before full development investment begins.

04

Platform Development and Machine Integration

We develop the MES incrementally, delivering working production control modules at each phase. We connect machines via OPC-UA and MQTT, build operator touchscreen interfaces, integrate with ERP, and implement quality inspection workflows throughout.

05

Testing, Validation, and Shop Floor Acceptance

We test the MES against real production scenarios including machine failure modes, quality edge cases, integration exception handling, and multi-variant production. We run user acceptance testing with production teams before any production go-live.

06

Deployment, Monitoring, and Ongoing Support

We deploy to production with CI/CD pipelines, infrastructure monitoring, alerting, and operational runbook documentation. We support the post-deployment period and offer engineering retainers for ongoing MES evolution, new module development, and performance optimisation.

Use Cases

MES Development Across Every Manufacturing Sector

Select a sector to see how we design, build, and integrate manufacturing execution systems for production operations across industries.

Automotive OEMs and tier suppliers require MES platforms that manage complex multi-variant production, just-in-time sequencing, and rigid quality checkpoints — with full traceability from raw material to finished vehicle component.

  • Work order management for mixed-model assembly lines with variant-specific routing, operation sequences, and cycle time standards per build configuration
  • Machine integration connecting PLCs and CNCs via OPC-UA for real-time downtime recording, cycle count capture, and automatic OEE calculation per shift and line
  • In-process quality inspection at each assembly operation with torque verification, dimensional check recording, and non-conformance triggering before parts move downstream
  • Lot and serial traceability from incoming raw material through each production operation to finished component, supporting PPAP documentation and recall isolation
  • ERP integration with SAP PP or Dynamics for work order receipt, production confirmation, goods movements, and quality results posting without manual data entry

Electronics manufacturers and PCB assemblers need MES platforms that enforce component traceability, manage SMT machine feeds, and capture first-pass yield data at each inspection station across high-mix, low-volume production.

  • Component feeder and reel management tracking which component lots are loaded into each SMT machine position, supporting IPC-CFX integration and automatic feeder verification
  • First-pass yield and defect capture at AOI, ICT, and functional test stations with automatic rejection routing and defect classification for SPC trending
  • Work order genealogy tracking linking every PCB serial number to the component lots, machine settings, solder paste batch, and operator IDs used in its assembly
  • Operator electronic work instructions with step-by-step assembly guidance, torque specifications, and photo references delivered to the correct workstation for each product variant
  • Machine utilisation and OEE monitoring across SMT lines with automatic downtime categorisation, changeover time capture, and efficiency reporting per shift and product family

Food and beverage manufacturers operate under lot traceability mandates, FEFO consumption rules, allergen controls, and hygiene verification requirements — making a purpose-built MES essential for compliance and audit readiness.

  • Lot-controlled raw material issue to work orders with FEFO consumption sequencing enforced at point of issue, preventing out-of-date material reaching production
  • Allergen management workflows triggering changeover cleaning verification steps when switching between allergen-containing and allergen-free product runs on shared lines
  • CCP (critical control point) data capture integrating temperature loggers, metal detector readings, and weight checks directly into production records for HACCP compliance
  • Batch genealogy linking finished product lot numbers to every raw material lot, processing parameter, and operator action throughout production for rapid recall isolation
  • Yield and waste recording at each processing operation with automatic variance alerting when actual yield deviates from standard recipe yield beyond defined tolerance

Pharmaceutical manufacturers require MES platforms engineered for GMP compliance — electronic batch records, electronic signatures, equipment qualification tracking, and serialisation — replacing paper batch records with validated digital workflows.

  • Electronic batch record (EBR) generation from master batch record templates with step-by-step GMP workflow enforcement, electronic signatures, and automatic deviation capture
  • Equipment qualification and calibration status integration preventing work order execution on equipment with expired calibration or outstanding corrective maintenance
  • Serialisation and aggregation workflows for line-level serialisation, case and pallet aggregation, and DSCSA-compliant data submission for finished pharmaceutical products
  • Batch review and release workflows with QA approval gates, deviation review, and batch disposition recording — replacing paper-based batch record review with a structured electronic process
  • Change control and version management for master batch records ensuring only approved current-version instructions are released to production, with full audit trail of record changes

Metal fabricators and machining operations need MES platforms that connect CNC programs to work orders, capture tool life consumption, and manage multi-operation routing across lathes, mills, and fabrication cells.

  • CNC machine integration via OPC-UA capturing part counts, cycle times, alarm states, and program numbers directly from machine controllers for real-time production status
  • Tool life management tracking cutting tool consumption against expected tool life limits, triggering replacement alerts before tool failure causes scrap or machine damage
  • Multi-operation routing management with operation-level work order tracking so each part's progress through turning, milling, grinding, and inspection is visible in real time
  • First-off and in-process inspection recording capturing dimensional measurement results at each machining operation with automatic non-conformance triggering on out-of-tolerance readings
  • Setup and changeover management recording setup start and end times, setup sheet version confirmation, and first-off approval before production quantities are released

Plastics moulders and composites manufacturers need MES platforms that manage mould tracking, capture shot and cycle data from injection moulding machines, and monitor process parameters for quality consistency.

  • Mould management tracking mould location, maintenance status, shot counts against service intervals, and preventive maintenance scheduling to prevent unplanned mould failures
  • Injection moulding machine integration capturing shot weight, cycle time, cavity pressure, and temperature readings for SPC monitoring and process parameter drift alerting
  • Defect classification and first-off approval workflows recording defect types at each inspection gate with automatic hold triggering when defect rates exceed control limits
  • Material lot traceability from polymer resin lot and colour masterbatch through drying, moulding, and finishing operations to finished part serial or batch number
  • OEE calculation per moulding machine and mould combination capturing availability losses from mould changes, breakdowns, and planned maintenance against scheduled production time
Results and Proof

Typical Outcomes From Our MES Development Engagements

0+ years
delivering manufacturing execution and shop floor software
0/5
verified Clutch rating across engagements
0 modules
core MES capability areas we deliver end-to-end
0–24 wks
typical custom MES platform delivery timeline
0 sectors
automotive, electronics, food, pharma, machining, plastics
Client Testimonials

What Clients Say About Our Software Engineering Work

Verified on ClutchIndependently verified client reviews.

“Their professional behavior was impressive.”

Perimattic's work resulted in stable production systems. The team was helpful, easily accessible, and communicative through email. Their professionalism was impressive.

Quality

4.5

Schedule

5.0

Cost

5.0

Willing to Refer

4.5

Alexander Belozerov

Team Lead, Leasing Automation Company

Wilmington, Delaware · 11–50 employees

DevOps Managed Services · Oct 2023 – Aug 2024

24/7 monitoring and support for production environments plus Linux server administration for a leasing automation company.

“The team's turnaround between when we greenlight tasks and when Perimattic implements them is phenomenal.”

The new architecture is scalable and highly efficient, saving a lot of money in fees. Perimattic provides high-quality IT consulting and cloud development work promptly and at great value. The team remains involved from the planning stage to providing support, showing diligence and proactiveness.

Quality

5.0

Schedule

5.0

Cost

4.5

Willing to Refer

5.0

Alwyn Joy

Solutions Architect, Rezcomm

United Kingdom · 11–50 employees

AWS Migration (Legacy → Microservices) · Nov 2018 – Ongoing

Transitioned a travel systems company's legacy server system to an AWS-based microservices architecture with ongoing maintenance.

Why Perimattic

Why Manufacturing Operations Leaders Choose Perimattic to Build Their MES

Four structural advantages that separate manufacturing execution systems built for real shop floor environments from platforms that work in a demo but fail to deliver production control value under live manufacturing conditions.

01

Shop Floor Discovery Before MES Architecture

Every MES engagement begins with a thorough mapping of your existing production workflows, machine landscape, operator workflows, and quality checkpoints. We understand how your shop floor actually runs — the routing, the exception handling, the machine protocols, the ERP integration points — before designing software for it. This prevents the most common MES failure mode: a technically correct platform that does not match the actual production workflow and requires manual workarounds to function in a real manufacturing environment.

02

Machine Connectivity and Protocol Integration Built Properly

OPC-UA, MQTT, and Modbus integration designed for industrial reliability, not demonstration connectivity. We design the machine integration layer to handle connection loss, data buffering during network interruptions, and reconnection without losing production event data. Machine state capture, downtime recording, and cycle count collection run continuously in a production environment — we build the connectivity layer to the reliability standard that a 24/7 manufacturing operation requires.

03

Quality Control Embedded in Production Workflow From Day One

Inspection checkpoints, non-conformance workflows, and SPC data capture are designed into the MES production operations from the start of the engagement, not added as a quality module after the core platform is built. Quality control in manufacturing is not a separate system that receives data from production — it is an integral part of the production workflow, and the MES architecture reflects that from the initial design phase through to deployment.

04

Strategy and Shop Floor Build in One Engagement

The team that maps your production workflows and designs the MES architecture also builds, tests, and deploys it. There is no handoff between a consulting team and a delivery team, no loss of operational context between discovery and implementation. You work with the same engineering team from the initial shop floor operations review through production deployment and post-launch support — maintaining continuity of understanding throughout the engagement.

“A manufacturing execution system that shows planned production rather than actual shop floor state is not a production control system — it is a work order display. Real MES value comes from capturing what actually happens on the shop floor and making that data immediately available to production management, quality, and ERP.”

FAQ

Manufacturing Execution System Development: Frequently Asked Questions

What is manufacturing execution system development?

Manufacturing execution system development is the design, engineering, integration, and ongoing support of software platforms that manage and control production on the shop floor in real time. A custom MES sits between ERP planning systems and the physical production environment — receiving work orders from ERP, dispatching them to production lines, capturing what actually happens during manufacturing, and returning production results, material movements, and quality outcomes back to ERP. The MES manages work order release and sequencing, machine and operator assignments, material issue and consumption, in-process quality checkpoints, and downtime and OEE recording. Unlike off-the-shelf MES products, a custom manufacturing execution system is engineered to the specific production workflows, machine landscape, quality inspection requirements, and ERP integration constraints of the operation rather than requiring the factory to adapt its processes to a packaged product's data model.

Why build a custom MES rather than using an off-the-shelf MES product?

Off-the-shelf MES products cover standard production workflows but impose their own work order models, machine integration architectures, and quality management patterns on the operation. Manufacturing environments with non-standard routing, complex multi-variant production, unusual machine protocol requirements, deep ERP integration needs, or specific regulatory compliance workflows frequently find that packaged MES platforms require significant configuration and customisation — often approaching the cost of a bespoke platform — while still delivering a system that does not cleanly match actual production workflows. A custom MES is built around the specific production process, machine landscape, operator workflows, and ERP integration architecture, and evolves as the operation changes without dependency on a vendor's product roadmap or licensing model. For operations with established processes that a packaged product cannot cleanly represent, a custom platform built for the specific environment consistently delivers better outcomes than forcing production to conform to software.

What shop floor processes can a custom MES manage?

A custom MES can manage the full scope of shop floor production execution: work order release and operation sequencing, schedule dispatch to production lines and work centres, operator assignment and task management, machine state monitoring and downtime recording, material issue at work order and operation level, in-process quality inspection checkpoints, statistical process control data capture, non-conformance triggering and hold workflows, production counting and yield recording, setup and changeover management, first-off inspection and approval gates, electronic work instructions delivery to the correct workstation, OEE calculation and reporting, and production results confirmation back to ERP. The scope of the MES is defined by the specific operational requirements discovered during the engagement rather than constrained by the modules included in a packaged product. We build what the production operation actually needs, starting from a thorough discovery of current workflows, machine connectivity, and integration requirements.

Can a custom MES integrate with PLCs, CNCs, and existing machine controls?

Yes. Machine connectivity is one of the most technically complex and highest-value components of a custom MES, and it is a core capability Perimattic designs and builds. We connect to machine controls using OPC-UA — the standard industrial connectivity protocol supported by modern PLCs, CNCs, and SCADA systems — as well as MQTT for IoT-based sensor and gateway architectures, and Modbus for legacy machine controls. The integration captures machine state changes (running, idle, faulted, setup), part counts and cycle times, alarm and fault codes, and process parameter readings directly from the machine controller. This data drives automatic downtime recording, OEE calculation, and production status updates without manual operator reporting. We design the machine connectivity layer for industrial reliability — handling connection loss, data buffering during network interruptions, and reconnection without losing production event data — not as a demonstration of protocol support but as a production-ready integration built to run continuously in a manufacturing environment.

How does a MES calculate and report OEE?

OEE (Overall Equipment Effectiveness) in a custom MES is calculated from machine state data captured directly from machine controls and operator inputs — not from manual shift reports. Availability is derived from machine downtime events recorded automatically when the machine transitions from running to stopped, with downtime categorised by reason code either automatically from fault code mapping or by operator input at the HMI. Performance is calculated from actual cycle time captured per part against the standard cycle time defined in the work order or routing. Quality is derived from good parts confirmed through in-process inspection or operator count against total parts produced. The MES aggregates these three components into OEE at the machine, line, and facility level and makes the data available in real time rather than at end of shift. Downtime Pareto analysis, OEE trend reporting, and planned versus actual production comparisons are built into the reporting layer so production management and continuous improvement teams have the data they need without manual data assembly from shift logs.

Can a custom MES integrate with our existing ERP system?

Yes. ERP integration is a core component of almost every MES development engagement. The MES and ERP serve different functions — ERP manages planning, costing, and financial inventory; MES manages real-time production execution — and the integration between them is what makes the combination valuable. We design and build structured integration layers connecting the MES with SAP (PP, QM, MM modules), Oracle, Microsoft Dynamics, ERPNext, and other enterprise platforms. The integration typically covers work order receipt from ERP into MES for production dispatch, production confirmation events from MES back to ERP for goods receipt and labour booking, material issue movements updating ERP inventory at point of consumption on the shop floor, quality inspection results posting to ERP quality management, and machine and downtime data feeding ERP capacity planning. We handle authentication, data mapping, error handling, and retry logic across all integration points, and we always begin with a thorough discovery of the existing ERP integration landscape and data model before designing the target architecture.

How does a MES handle quality inspection and non-conformance?

Quality management in a custom MES is embedded into the production workflow rather than managed as a separate post-production step. We design in-process inspection checkpoints at defined operations within the work order routing — so when a part reaches a quality checkpoint, the MES presents the operator with the inspection plan, measurement recording interface, and pass/fail criteria for that operation and product. Dimensional measurements, visual inspection results, functional test outcomes, and attribute checks are recorded directly in the MES at the point of production. When a measurement falls outside tolerance, the MES triggers a non-conformance automatically — placing the affected part or batch on hold, routing it to a disposition workflow, and preventing it from progressing to the next operation until QA disposition is complete. Statistical process control (SPC) charting tracks measurement trends across production runs, alerting quality teams when process capability is drifting before defects occur. Non-conformances are linked to the work order, operator, machine, material lot, and operation for root cause analysis. This architecture catches quality failures at the operation where they occur rather than at final inspection — reducing scrap, rework cost, and the risk of defective product reaching the customer.

Can a MES manage multi-product and mixed-model production lines?

Yes. Mixed-model production management is a common requirement in custom MES development engagements, particularly for automotive, electronics, and industrial equipment manufacturers running multiple product variants on shared lines. A custom MES manages mixed-model production by associating each work order with a specific product routing that defines the operations, cycle times, quality checkpoints, and electronic work instructions for that variant. When work orders for different product variants are dispatched to the same line, the MES presents the correct routing, instructions, and inspection criteria to the operator at each workstation for the specific unit being produced. Machine parameters and tool offsets required for each variant can be managed in the MES and pushed to CNC controllers or presented to setup operatives. Schedule sequencing logic in the MES can minimise changeover time by grouping similar variants, and OEE calculation accounts for planned changeover time between variants separately from unplanned downtime. The platform is designed around the actual variant complexity of the operation rather than around a simplified single-product model.

How does a MES provide material traceability and genealogy tracking?

Material traceability in a custom MES is built around recording the specific material lots consumed at each production operation against the work order and finished product serial or lot number. When material is issued to a work order, the MES captures the material part number, lot number, quantity, and issue timestamp — linked to the work order, operation, and operator. As the work order progresses through production operations, each material consumption event is recorded. If sub-assemblies or components from previous work orders are incorporated, their serial or lot numbers are linked to the parent work order — building the genealogy tree from raw material through all intermediate assemblies to the finished product. The result is a complete forward and reverse traceability record: given a finished product serial number, the MES can identify every raw material lot and component that contributed to its production; given a suspect raw material lot, the MES can identify every finished product that contains material from that lot. This capability supports product recall isolation, regulatory compliance, customer traceability requirements, and warranty investigation without manual record searching.

How does the MES development process work?

We follow a structured six-stage process: a free shop floor operations discovery session to map production workflows, machine landscape, operator workflows, quality checkpoints, and ERP integration requirements; a production mapping and machine audit phase that documents current and target state, machine protocols, and integration dependencies in detail; an MES architecture and proof-of-concept phase that validates the highest-risk component — typically machine integration or ERP synchronisation — before full development investment begins; platform development and machine integration, delivering working MES modules incrementally so production teams can validate progress against real operational requirements; testing, validation, and shop floor acceptance testing against real production scenarios, machine failure modes, and quality edge cases with production teams before go-live; and production deployment with CI/CD pipelines, infrastructure monitoring, alerting, and operational runbook documentation, followed by post-deployment support and engineering retainers for ongoing MES evolution. We deliver working software at each phase so you can validate progress against actual shop floor requirements throughout the engagement rather than only at the end.

Get Started

Ready to Build a Manufacturing Execution System That Makes Your Shop Floor Visible in Real Time?

Tell us about your shop floor — the current gaps between what ERP shows and what is actually happening in production, the machine landscape you need to connect, and the quality and traceability requirements your operation must meet. We will show you exactly how a custom MES platform can replace manual reporting with real-time production control connected to your machines and ERP.