Manufacturing Software That Delivers Measurable ROI

We build AI-powered manufacturing platforms that transform operations— delivering 20-40% cost reduction, supporting multi-site expansion, and creating competitive advantage through data-driven decision making.

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From Inconsistent Performance to Scalable Excellence

Before

Inconsistent plant performance

Unplanned downtime hurting profits

Quality issues damaging reputation

Week-old data delaying decisions

After

Standardized operations at scale

Predictive maintenance protecting margins

Automated quality assurance

Real-time visibility across sites

Our Software Solutions

Platform solutions that reduce costs, improve efficiency, and enable multi-site scalability—delivering measurable ROI and supporting your strategic growth objectives.

Factory automation systems

Standardize operations across facilities to scale efficiently, reduce variability, and replicate best practices—enabling growth without proportional cost increases.

Predictive maintenance tools

Reduce unplanned downtime costs, protect delivery commitments, and improve asset ROI through AI-powered equipment health monitoring and failure prediction.

Quality control platforms

Ensure consistent product quality across all facilities, protect brand reputation, reduce warranty costs, and maintain customer trust through automated quality management.

Manufacturing execution systems

Gain real-time visibility into production costs and performance across all sites, enabling data-driven strategic decisions and faster response to market changes.

IoT & sensor integration

Connect operational systems to unlock insights for capacity planning, investment decisions, and identifying efficiency improvements that drive competitive advantage.

Techstack in Numbers

More than a decade of building, scaling, and maintaining products companies rely on

10

+

Years building high-impact software solutions

15

+

Industries we've worked with

5.0

Clutch rating: trusted by long-term partners

60

%

Clients have stayed with us 5+ years

200

Exceptional specialists on board

Key Partners

Success Stories

Our solutions demonstrate measurable ROI—from improving first-pass yield and quality precision to reducing downtime and increasing visibility across production lines.

Defect Detection in Solar Panel Manufacturing Using Computer Vision

Energy

Manufacturing

United States

A solar panel manufacturer partnered with us to modernize their quality control through computer vision. The result: an intelligent system that performs 0.6 millimeter precision measurements, detects defects in real time, and eliminates human error from repetitive tasks.

Developed a custom computer vision pipeline to detect panel defects and measure key distances with sub-millimeter accuracy

Overcame challenges including image noise, limited training data, and complex backgrounds using adaptive algorithms and advanced filtering

Integrated automated alerting and visual dashboard for real-time feedback and data-driven decisions

Reduced manual inspection effort, improved production efficiency, and enabled scalable quality control as production grows

IoT Sensor Kit Solution for Real-Time Environmental Monitoring

Digital Transformation

Manufacturing

United States

We developed an IoT sensor solution for a roof materials manufacturer to monitor environmental conditions affecting product quality. The system captures temperature and humidity data using embedded sensors and displays it in real time through a cloud-connected dashboard.

Built a fully integrated solution with edge devices (Raspberry Pi, sensors, infrared camera) and cloud infrastructure (GCP, Firebase, Braincube)

Enabled real-time monitoring and data logging for temperature-sensitive materials

Delivered cloud dashboards for tracking, forecasting, and anomaly detection across production and storage

Empowered the manufacturer to reduce product losses, gain operational insights, and implement predictive adjustments

Video-Based Quality Control System for Shingle Manufacturing

Digital Transformation

Manufacturing

United States

A shingle manufacturer partnered with Techstack to build a computer vision system that enables near real-time product tracking and defect detection on the production line. The AI-powered solution not only reduced scrap but also improved visibility for plant operators.

Developed and deployed a computer vision system for edge-based defect detection on shingle production lines

Enabled real-time monitoring of production status with image capture and on-screen defect reporting

Built from zero with a small core team, scaling to 15+ engineers post-MVP

Delivered both IoT hardware setup and cloud-connected software infrastructure

Provided testing support and complete documentation for remote client-side deployment

The Solar Energy Data Portal

Energy

Manufacturing

United States

A leading industrial manufacturing company partnered with us to develop a solar energy monitoring platform that aggregates and manages production data from various vendors. By centralizing data management, the company gained the ability to track performance patterns, maintain data accuracy, and make strategic decisions around energy optimization and future planning.

Built automated pipelines collecting historical and real-time hourly data from multiple vendor systems, handling diverse formats and protocols.

Implemented scalable cloud infrastructure with flexible storage and computing resources that adapt to growing data volumes and user demands.

Developed analytics capabilities that transform production data into actionable insights, helping stakeholders optimize performance and make informed decisions.

Curious to see more?
Let us show you

Each case study highlights how we approach challenges with clear thinking, technical depth, and care for the entire product journey

50+ real case studies — all on our website!

Explore all case studies

Partner Testimonials

We take ownership of what's done and what needs to be done. Whether you're heading a startup, midsize company, or enterprise, our team's expertise accelerates growth across diverse industries.
Here's how we deliver results:

Techstack is an example
of a successful engineering organization

Arila Barnes

Managing Director of AXM Software LLC

They really understand
what your problem is.

Ragnar Martens

Co-founder & Director of Product
at SkillLab

Why Choose Techstack

Built for industrial realities

We understand how physical operations run — and how to translate them into connected, data-driven systems that enhance, not disrupt. Our approach integrates with existing processes and equipment, enabling predictive visibility, automation, and control across production environments. Our architecture adapts to evolving regulations, market demands, and technology change — without costly rebuilds.

Predictable, scalable engineering

We build the engineering foundations that manufacturing software grows on. Our scalable delivery frameworks are designed for data-intensive manufacturing environments. We help establish visibility, observability, and uptime across plants and releases.

End-to-end ownership

From sensor data ingestion and system integration to QA and continuous improvement, we own every phase of delivery. We ensure each release strengthens your data visibility and operational intelligence — creating a feedback loop between factory performance and software evolution. Every engagement is led by strong technical leadership and clear accountability, aligning delivery with your 2–5 year growth roadmap while preventing technical debt that can slow future scaling.

Proven impact

You can expect fewer stoppages, faster recovery, higher yield, and audit-ready traceability across plants. Our partners report measurable improvements in OEE, FPY, and energy efficiency through unified data visibility and predictive insights. By combining cost-performance balance with global delivery alignment, we ensure that operational gains scale predictably across plants, regions, and time zones.

How We Deliver

Each stage, from discovery to continuous optimization, is designed to minimize unplanned downtime and improve OEE stability.

01

Discovery

We audit your systems, gather requirements, and understand your factory workflows, devices, and software.

02

Scoping

We work collaboratively with your team to define a technical roadmap, delivery plan, and success metrics.

03

Development

We use agile methodology to develop modular, testable systems with high uptime and secure data flow.

04

Quality assurance

We implement robust QA and simulation environments to validate performance in real-world conditions.

05

Improvements

We iterate based on user feedback and plant KPIs, introducing new features and continuous optimization.

06

Support & Maintenance

Our team ensures post-launch support, monitoring, and regular updates for evolving factory needs.

What Makes Us Different

Full-scale tech partner

We deliver engineering with product ownership aligned with your manufacturing strategy, production KPIs, and long-term goals. We’ve built complete engineering and R&D departments for major global manufacturing products, with high security standards and structured delivery processes, ensuring zero disruption to established operations.

High engineering standards

We stand against undisciplined engineering that breaks at scale in solutions, products, or architecture. With tailored QA strategies, well-defined architecture, and strong technical leadership, we deliver software that meets the rigorous demands of continuous manufacturing operations, ensuring reliability on the factory floor and across global sites.

Intelligent and risk-resilient software solutions

We build systems that unify machine, sensor, and vision data into one backbone — enabling real-time visibility, predictive insights, and faster decisions. Our solutions help manufacturers improve OEE, FPY, and recovery times while safeguarding uptime across sites. With predictive reliability and proactive risk management, we detect issues early and ensure continuous performance at scale.

Software built for lasting growth

We build the engineering foundations that manufacturing companies grow on from MVPs to enterprise-grade systems that integrate seamlessly with machinery, IoT platforms, and plant-wide control systems. Our solutions evolve with your production by adding capabilities, supporting expansion, and staying ahead of tech and compliance changes without disruption.

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Michael Tkalych

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