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MES Software Development for How Factories Actually Operate

Manufacturing Execution System (MES) software tracks the conversion of raw materials into finished goods. SoftDoes engineers custom MES solutions for discrete manufacturing, process, food and beverage, pharma, and automotive plants that need real time visibility, traceability, and tighter ERP integration.

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We understand the challenges you're facing

Our plant data is scattered across machines, spreadsheets, and ERP

PLCs speak one language, SCADA another, and your ERP sits in its own world. Data collection in MES involves gathering metrics from factory machines and sensors, but without a unified layer, operators end up retyping numbers between systems, introducing errors and delays. MES software development starts with a connectivity layer that reads from PLC, SCADA, DCS, and IIoT devices using protocols like OPC UA and MQTT. OPC UA is the industry standard for plant floor connectivity, and IIoT protocols like MQTT enhance MES connectivity even further, enabling seamless data flow between shop floor operations and enterprise systems. A central MES data model aligns work orders, materials, equipment status, and production data so everyone sees one version of truth. SoftDoes handles integrations with ERP platforms and quality systems without disrupting current production, because the last thing your line needs is an integration project that causes unplanned stops.

We cannot see what is happening on each line right now

Too many factories rely on end of shift reports. Problems show up hours after they started, and by then the damage is done. Real time production monitoring is a core function of MES software. A custom MES tracks overall equipment effectiveness, downtime reasons, and work in process status per line and per work center, updated to the minute. Unlike generic MES systems that force you into a standard layout, custom MES software development maps the exact arrangement of your production lines, stations, and cells. SoftDoes uses event driven architectures and streaming production data so dashboards and alerts reflect what is happening now, not what happened last shift. Role based views give operators, supervisors, maintenance, and quality teams exactly the screens they need, nothing more.

Traceability and electronic batch records are a nightmare

For regulated industries like pharma, food and beverage, and automotive suppliers, maintaining traceability and genealogy of products is essential in MES. Custom MES development enforces electronic work instructions, captures lot and serial data at each step, and keeps full genealogy from raw materials to finished pallet. Fine grained trace and recall capabilities meet standards such as FDA 21 CFR Part 11, ISO, and IATF where relevant. Automated audit trails simplify compliance for regulated industries like pharmaceuticals, and electronic signatures with controlled changes to routing and parameters satisfy even the most demanding auditors. Well designed MES screens speed up operators rather than slowing them down with extra clicks. User experience design is crucial for operator adoption of MES software, and SoftDoes treats that as an engineering requirement, not an afterthought.

Standard MES products do not match our complex routes

Some plants run rework loops, parallel operations, and mixed model production that generic MES products simply cannot model cleanly. Every workaround becomes a custom hack that breaks during the next product changeover. True custom MES software development models real routing, dynamic work in process moves, and alternate paths using rule engines and configurable workflows. SoftDoes collaborates with process engineers and planners to convert whiteboard flows into maintainable digital logic that reflects the actual manufacturing process. Future products and production lines are considered up front so the MES solution does not need constant rewrites as the business changes.

Our current systems are fragile and hard to change

Legacy MES or home grown systems carry years of undocumented logic. Small changes risk downtime, and nobody wants to touch them. A modular architecture can improve the scalability and maintainability of MES applications, and modern MES software development uses APIs, modular services, and clear domain boundaries to reduce coupling between modules like production scheduling, quality control, and maintenance management. SoftDoes uses migration strategies such as parallel runs, phased line by line cutovers, and data seeding so the transition does not interrupt manufacturing operations. Automated tests, staging environments, and DevOps practices make MES updates routine instead of risky events. The outcome: operations teams can request changes with confidence, and IT can respond without fear of breaking something downstream.

You run production. We engineer the MES behind it.

Custom MES Platform for Your Lines

Custom MES Platform for Your Lines

A full featured manufacturing execution system MES tailored to one or more plants, covering order dispatch, work instruction enforcement, part traceability, and production performance tracking. SoftDoes maps existing production processes, then designs screen flows and logic around how operators really work on the shop floor.

  • Real time production views across all work centers

  • Reduced manual paperwork and data entry errors

  • Accurate WIP inventory and material availability tracking

MES Integration with ERP, PLM, and CMMS

MES Integration with ERP, PLM, and CMMS

Many plants already have ERP, PLM, CMMS, and quality systems. The missing piece is a connective execution layer that keeps manufacturing data and business processes aligned. MES development requires integration with ERP systems, and SoftDoes uses APIs, message queues, and ISA 95 concepts to synchronize Level 3 MES with Level 4 enterprise systems.

  • Automatic work order download from ERP

  • Closed loop quality feedback to business planning systems

  • Synchronized maintenance events into MES for asset utilization

Advanced Analytics and AI on MES Data

Advanced Analytics and AI on MES Data

MES software development combines production execution with AI for predictive maintenance and schedule optimization. AI driven maintenance cuts downtime, and AI analytics provide real time MES insights. SoftDoes ensures clean data streams for reliable inputs in data science projects.

  • Predictive quality alerts from production data patterns

  • Anomaly detection for machines using real time data collection

  • Recommendation engines for sequence and changeover planning

Numbers Don’t Lie

Recent projects showcasing how we design, engineer, and deliver production-ready software solutions.

  • Startup
  • Real Estate
2026

Our Haus AI

A finance professional turned founder built Our Haus AI, an AI-powered collaborative workspace where homeowners and contractors scope, bid, contract, and document renovation projects together. SoftDoes took her prototype and made it production-ready.
Outcome
SoftDoes hardened and secured a far-more-than-MVP platform for launch, delivering on a fast, defined timeline so a solo non-technical founder could move to production and start onboarding founding users.
  • 10XMVP scope delivered
  • 2+years Ongoing partnership
  • 1Fully owned Platform
View Full Case Study
Our Haus AI case study screenshot
  • Finance
  • Energy
2026

Deepwater Insights

Deepwater Insights delivers proprietary alternative data and niche research on the offshore drilling and energy sector to institutional investors, family offices, and high-net-worth individuals who require coverage that larger firms don't provide.
Outcome
A brand-aligned editorial platform with premium content architecture gave Deepwater Insights a professional home for its research and a direct channel to investors beyond social media.
  • 100%Brand Continuity
  • 2Platform Distribution
  • 100%Paywall-Ready Content
View Full Case Study
Deepwater Insights case study screenshot
  • Real Estate
2026

The building buyer

The Building Buyer is a Florida-based real estate investment firm co-founded by Dylan Troiano and Charles Hanlin. They acquire single-family, multifamily, and commercial properties across South Florida and beyond, with a focus on motivated seller opportunities.
Outcome
SoftDoes built a proprietary lead generation and data extraction system that replaced hours of manual research each day, freeing the team to focus on deals instead of data.
  • 18Weekly hours saved
  • 2+Years Ongoing partnership
  • 1Fully owned Platform
View Full Case Study
The building buyer case study screenshot
  • Education
  • Non-Profit
2026

WOVEN & NICE

Woven is a Spring Valley, NY nonprofit running the NICE program (New Training Inclusive Community Environment) in four Rockland County schools. Their team supports students through restorative practices, mediation, and professional development for teachers and administrators.
Outcome
A full website rebuild gave Woven a cleaner, more navigable donation experience and a stronger digital presence to support their push into new school districts.
  • 4Schools Served
  • 4Weeks to Launch
  • 1STTime on Upwork
View Full Case Study
WOVEN & NICE case study screenshot
  • Healthcare
2026

CareInTouch

CareInTouch is a Bay Area home health agency providing skilled nursing and therapy services to patients referred from hospitals and clinics. With over 100 staff, they operate in one of the most complex and compliance-driven healthcare markets in the country.
Outcome
SoftDoes built a custom compliance and billing monitoring app that eliminated missed deadlines, reduced revenue loss, and gave ownership real-time oversight of the entire care workflow.
  • 40% Reduction In Billing Errors
  • 100+Staff Operations Managed
  • 0Missed Compliance Deadlines
View Full Case Study
CareInTouch case study screenshot
  • Startup
2026

Sparkle The Cleaning Service

Sparkle The Cleaning Service is a Detroit-area residential cleaning company with 10 years in business, connecting homeowners with vetted, insured independent cleaners through a subscription-based marketplace platform.
Outcome
Launched a two-sided marketplace that removes the middleman from cleaning transactions, letting cleaners earn more while giving customers a transparent, trust-first booking experience.
  • 75% Platform Transparency
  • 2XPlatform Growth
  • 40%Higher User Retention
View Full Case Study
Sparkle The Cleaning Service case study screenshot
  • Startup
2026

DineMate

DineMate is a Maryland-based dating and connecting platform built around verified profiles, restaurant reservations, and prepaid dining experiences. Founded to bring back authenticity to how people meet and connect.
Outcome
A fully custom web app, live on AWS, replaced a stalled mobile build and gave a first-time founder a scalable foundation to pursue users, partnerships, and investor capital.
  • 60% Time Saved
  • 99%System Reliability
  • 40%Higher User Retention
View Full Case Study
DineMate case study screenshot
  • Healthcare
2026

Prior Authorization AI

Prior Authorization AI is a healthcare automation startup building AI-powered tools to streamline prior authorization for Medicare and Medicaid medical transportation providers in New Jersey.
Outcome
Replaced a 16-hour manual document collection process with an automated intake and submission pipeline, freeing the founder to focus on clinical oversight instead of clerical work.
  • 16Weekly hours saved
  • 63%Admin time reduced
  • 43%Fewer submission errors
View Full Case Study
Prior Authorization AI case study screenshot
  • Education
2026

Grand Central Language Services

Grand Central Language Services provides translation and interpretation for organizations operating in complex, multilingual environments. As demand grew, internal workflows became harder to manage. SoftDoes built a custom platform to streamline coordination, improve visibility, and support scalable operations.
Outcome
The new platform brought structure to daily operations, improving project organization, reducing manual coordination, and increasing visibility across workflows. The system now supports more reliable delivery and gives the team a foundation for growth.
  • 72%Workflow Reduction
  • 48%Coordination Reduction
  • 83%Visibility Increase
View Full Case Study
Grand Central Language Services case study screenshot
  • Healthcare
2026

FMY Orthodontics

FMY Orthodontics, a multi-location practice in West Tennessee, partnered with SoftDoes to replace a spreadsheet-based financial workflow with a custom web platform. The goal was to simplify how staff present treatment financing while allowing patients and families to review and complete decisions remotely.
Outcome
The new platform streamlined internal workflows and removed manual spreadsheet work while giving patients a more flexible, modern experience. Staff spend less time coordinating financing, and families can review and finalize plans from home with ease.
  • 60%Workflow Reduction
  • 75%Remote Adoption
  • 5Locations Aligned
View Full Case Study
FMY Orthodontics case study screenshot
2025

Forbidden Alchemy

Forbidden Alchemy is an alternative fashion brand creating dark, provocative clothing for the metalhead community, with 10% of profits donated to mental health awareness. Its mostly mobile audience struggled with a store that was hard to navigate and weak on functionality.
Outcome
SoftDoes delivered a new UX/UI, quick access to size charts, a simple checkout, and a gothic brand identity across web and merch, turning the Shopify store into a leading destination for alternative fashion and growing revenue month over month.
  • +44%Revenue Month Over Month
  • 86%Design Satisfaction
  • 2.8XUser Retention Growth
View Full Case Study
Forbidden Alchemy case study screenshot
2025

Altera

Altera builds on decades of computational neuroscience research to create digital human beings for gaming. Backed by a $2M pre-seed round led by Andreessen Horowitz, the team needed a landing page that could explain complex agent technology to players, partners, and investors.
Outcome
SoftDoes designed a polished landing page and brand with real-time character personalization, a simplified product story, and a mobile-first layout, giving Altera a trustworthy presence and a private beta sign-up flow for investors and partners.
  • 98%Dynamic Customization
  • 100%Streamlined Navigation
  • $2MPre-Seed Round
View Full Case Study
Altera case study screenshot
  • Real Estate
2025

Brizacorp

Brizacorp manages residential properties and coordinates the staff who handle painting, cleaning, and repair requests. Its team tracked work across messengers, phone calls, e-mail, and paper planners, with no single place to manage requests or measure performance.
Outcome
SoftDoes built a web and mobile CRM with role-based panels for admins, managers, and employees, bringing requests, staff, and statistics into one system and making daily tasks faster to complete and easier to track.
  • 98%Application Stability
  • 95%Utilization Rate
  • 30%Faster Task Completion
View Full Case Study
Brizacorp case study screenshot
2025

Color & Harmony

Color & Harmony is a Kentucky-based color consulting studio led by certified color strategist Diana Cartaya. The studio needed a website that reflects its refined aesthetic, showcases its portfolio, and explains a science-based color process in simple language.
Outcome
In just 2 months, SoftDoes designed and developed a responsive website with a clear journey from first visit to booking, lifting conversions and engagement and helping the studio grow revenue from $7,500 to $25,500+.
  • 45%Conversion Rate Increase
  • 50%Higher User Engagement
  • 2Months to Launch
View Full Case Study
Color & Harmony case study screenshot
2025

The Modern Gentlemen

The Modern Gentlemen sells premium men's skincare featured in Men's Health, GQ, and Men's Journal. Its customers wanted an efficient routine, but generic product suggestions and limited skincare knowledge made choosing the right products hard.
Outcome
SoftDoes redesigned the store around personalization, with a skin quiz, AI-powered product recommendations, and a tiered Prestige Points rewards system, creating a mobile-first experience that lifted conversions and repeat business.
  • 30%Increase in Conversions
  • 25%Higher Customer Retention
  • 92%Mobile Purchases
View Full Case Study
The Modern Gentlemen case study screenshot
2025

OQ Technology

OQ Technology connects IoT devices, machines, and people anywhere on the planet through its satellite network, serving energy, maritime, logistics, agriculture, and mobile operators. Its website made it hard to explore products and reach pricing plans.
Outcome
SoftDoes redesigned the platform with clearer navigation, focused Lite to Enterprise plans, an ROI calculator, and dedicated flows for businesses, individuals, and operators, making the choice easier for users and boosting sales.
  • 4Pricing Plans Clarified
  • 3Dedicated User Flows
  • 1Unified Platform
View Full Case Study
OQ Technology case study screenshot
  • Real Estate
  • Finance
2025

Stay Vest

Stay Vest is a private real estate investment firm that acquires, renovates, and operates boutique hotels for cash flow, tax benefits, and equity gain. It needed a platform that explains its strategy and earns the trust of passive investors.
Outcome
SoftDoes designed a premium, responsive web platform presenting the investment strategy, property portfolio, team, and key operating metrics, with an "Invest with us" form that turns interested visitors into qualified investor leads.
  • 1,500+Guest Stays
  • 200+Rooms Managed
  • 5States Covered
View Full Case Study
Stay Vest case study screenshot
2024

Bokeyno Motorsports

Bokeyno Motorsports is the leading mobile installer of vertical doors for high-performance cars. This Shopify website isn’t just about services—it’s a bold statement of power, style, and expertise. With a sharp layout, strong visuals, and real-world case studies, the site delivers all the information car enthusiasts need to book confidently and instantly.
Outcome
With a mix of dynamic layouts, curated gallery sections, and fast-loading interactions, we kept the user journey focused on action—whether it’s learning about supported models or requesting a quote.
  • 54%Booking Requests
  • 43%Lead Conversion
  • 32%Qualified Inquiries
Bokeyno Motorsports case study screenshot
2025

ai document processing platform

A comprehensive talent solution designed to help companies attract, hire, and retain top talent more effectively. The platform combines AI-powered recruitment technology with employee financial wellbeing programs, enabling smarter hiring decisions while supporting employees’ financial stability and long-term engagement.
Outcome
The new software significantly reduced staff steps for presenting and managing patient financing, replacing a manual workflow with a single streamlined system and improving clarity for both staff and patients.
  • 62%Faster Processing Time
  • 78%Less Manual Work
  • 35%Improved Accuracy
ai document processing platform case study screenshot

WHAT CLIENTS SAY

Independently verified reviews from real clients on Clutch.co

FMY Orthodontics

Client Story

Real feedback from

FMY Orthodontics

“Their perseverance and solution-oriented mindset. SoftDoes consistently found ways to make things work, added features we had not originally envisioned, and never became frustrated. It felt like working with a true partner who cared about the success of our practice.”

Dan Merwin

DDS, MS -- President, FMY Orthodontics

Prior Authorization AI

Client Story

Real feedback from

Prior Authorization AI

“Every time I sent a request, if there was anything that didn't work, they were able to turn it around quickly. Even when there were no updates yet, they always reached out to let me know they were working on it.”

Joseph Oluwo

Founder of Prior Authorization AI

WOVEN

Client Story

Real feedback from

WOVEN

“What stood out most was their commitment to understanding our needs before presenting solutions.”

Danna Pastran

Administrative Operations Manager, WOVEN

Grand Central Language Services

Client Story

Real feedback from

Grand Central Language Services

“The site performs as intended and provides the foundation for our company's digital presence.”

Joe Goldstein

QA Manager, Grand Central Language Services

DineMate

Client Story

Real feedback from

DineMate

“They go above and beyond.”

Eric Snead

CEO, DineMate "Dating Connecting Platform"

Why they Choose SoftDoes

  • MES projects at SoftDoes are led by engineers with both software and manufacturing domain experience. Clients speak directly with people who understand OEE, changeover, takt time, and batch records, so discovery is efficient and accurate. Collaborating across teams is critical for successful MES implementation, and that collaboration is only productive when engineers understand the manufacturing process firsthand. This cuts down on misinterpretation between operations, IT, and the development team. Practical plant visits, line walks, and shadowing of supervisors during analysis are standard, not optional extras.

  • MES work is sliced into phases: discovery, design, pilot line, and wider roll out, each with clear milestones and acceptance criteria. SoftDoes runs short feedback cycles with operators, demo environments, and frequent releases instead of one large go live that risks everything at once. Risk management practices cover plant shutdown windows, validation periods, and training before deployment. Clients see progress inside their own environment early, not just in slideware. MES technology use is increasing faster than general automation, and SoftDoes keeps pace without sacrificing discipline.

  • Coding standards, documentation, and use of mainstream tech stacks mean internal IT or future partners can extend the MES safely. Versioning of routes, parameters, and interfaces ensures historical data and audits always point to the correct logic. Automated tests around critical functions like order dispatch and label printing prevent regressions when later changes are made. SoftDoes plans for new lines and products in the domain model from day one, so the MES grows with the operation instead of becoming another legacy system.

  • SoftDoes works with clear documentation, logging, and monitoring so plant IT can support day to day issues without constant vendor help. Handover includes knowledge transfer sessions for internal teams and power users. Structured incident response plans and escalation paths are understood before launch, not figured out during the first crisis. Well designed MES tools lower support load for both client and SoftDoes after the first months, freeing everyone to focus on continuous improvement instead of firefighting.

How we work with your factory

This section focuses on the partnership and process SoftDoes uses during MES software development. Features matter, but how they get engineered and handed over matters just as much.

Deep Plant DiscoverySoftDoes maps current workflows, data sources, and constraints by interviewing planners, supervisors, quality staff, maintenance, and operators across shifts. The result is process maps, data flow diagrams, and a prioritized list of MES use cases before any coding starts. This phase captures the manufacturing operations that spreadsheets and tribal knowledge currently hold together.
Operator First UX and Workflow DesignUX designers and engineers craft simple, large format screens for stations, handhelds, and control rooms. Prototypes are tested on the plant floor for feedback so scanning flows, data entry, and alerts feel natural in noisy, fast paced environments. The goal is to increase efficiency for operators, not add clicks.
Robust Engineering and TestingSoftDoes engineers the MES core, integrations, and data pipelines with automated tests, staging setups, and simulated machine data. Client experts join scenario testing, covering rework, scrap, and parameter changes. MES automates testing and quality checks during production, and our engineering process follows the same principles.
Continuous Support and ImprovementPost launch support includes monitoring, incident handling, and a backlog for enhancements as operators suggest improvements. Periodic reviews of production performance, data quality, and new business needs shape the next iteration of MES features or analytics. MES supports continuous improvement initiatives such as Lean and Six Sigma, and the post launch process reflects that mindset.

Frequently Asked Questions

Everything you need to know about working with SoftDoes. Can’t find an answer?

How long does a custom MES software development project usually take?

Discovery typically takes several weeks to a few months depending on the number of production lines and sites. A pilot line roll out often runs three to six months, while full plant or multi plant deployments may require twelve to eighteen months. Factors that stretch time include the amount of legacy equipment, undocumented systems, regulatory validation needs, and custom integrations. SoftDoes favors phased value so dashboards and real time OEE visibility appear within weeks of pilot, not at the end of a year long project.

Can you integrate a new MES with our existing ERP and SCADA?

Yes. MES acts as a bridge between business planning systems and physical machinery. SoftDoes integrates with common ERP platforms, process control systems, and SCADA using APIs, OPC UA, MQTT, and message queues. When documentation of older systems is limited, we reverse engineer interfaces through direct testing and controlled data capture, reducing risk without forcing a full replacement of other enterprise systems. By connecting MES with manufacturing operations management and supply chain systems, SoftDoes helps improve production output and manufacturing efficiency. Our integration strategy supports data driven decisions and predictive analytics, enabling operators and managers to identify patterns, optimize workflows, and reduce maintenance costs.

How do you handle data security and compliance for manufacturing?

Data security measures must be implemented in MES to protect operational technology. SoftDoes applies network segmentation between IT and OT zones, role based access control, encryption in transit and at rest, and comprehensive audit trails. Implementing MES software ensures quality management and regulatory compliance, and for FDA regulated manufacturers, the system aligns with 21 CFR Part 11 requirements for electronic records and signatures. MES software must accommodate the specific regulatory requirements of different industries, and the architecture is designed accordingly.

What happens to our legacy MES or shop floor applications?

Options include phased coexistence, wrap and replace, or selective refactor. SoftDoes assesses the current state and determines which modules can remain, which need wrapping with modern APIs, and which require replacement. Parallel runs and line by line cutovers reduce risk so production operations continue uninterrupted during the transition. This approach minimizes downtime and ensures that critical production processes are not disrupted. Legacy system data is carefully migrated and validated to maintain continuity and accuracy. Our strategy also includes training for your staff to smoothly transition to new or updated systems while preserving operational knowledge.

Who owns the code and intellectual property of a custom MES?

Clients own all custom code and domain logic. SoftDoes retains rights only to its own pre existing libraries and frameworks, which are clearly identified and licensed. Your internal IT team or any future partner can maintain and extend the system without dependency on SoftDoes. This ownership model empowers your organization with full control over your MES software, enabling you to adapt and evolve it as your manufacturing needs change. It also ensures transparency and flexibility in vendor relationships, supporting long term sustainability of your production technology.

How involved do our operations and IT teams need to be?

Expect meaningful involvement during discovery, testing, and roll out. Line supervisors and key operators are needed for workflow validation and screen feedback. IT teams participate in integration testing and infrastructure decisions. The investment of time pays off immediately because systems that reflect real shop floor operations get adopted faster and reduce waste from day one. Early and ongoing collaboration helps identify hidden inefficiencies and tailor the MES for optimal performance. Cross functional communication between operations and IT ensures smooth deployment and quicker resolution of any issues that arise.

Can you extend or modernize an existing MES instead of starting from scratch?

Absolutely. SoftDoes assesses current MES systems and either extends them with new modules and integrations or carves out parts into a new architecture depending on technical and business fit. Digital transformation in manufacturing relies on effective MES software implementation, but that does not always mean starting over. Sometimes adding real time data collection, a new analytics layer, or connecting to other systems is the right move. Modernization can also include incorporating machine learning for predictive insights, improving quality assurance processes, and enhancing product tracking capabilities. This approach reduces costs and risk while delivering valuable insights and improved production efficiency.

How do you keep an MES solution flexible for future products and lines?

Through domain driven modeling, configuration driven routing and parameters, and modular additions. AI driven MES can dynamically adapt production schedules to real time conditions, and the architecture supports adding new equipment or customized products without large rewrites. Cloud computing can enhance multi site visibility in MES deployments, and hybrid architectures let the MES expand to new plants while keeping production plans and process control local where latency demands it. MES software can enhance operational efficiency through improved resource allocation, and that flexibility is engineered in from the start, not patched in later.

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