Quality & compliance
- ISO 9001:2015 Quality management systems Certified
- IATF 16949 Automotive quality management
- ISO 13485 Medical device quality management
- GAMP 5 Computerized system validation
- FDA 21 CFR Part 11 Electronic records and signatures
Manufacturing software that runs every shift
AI vision, IIoT and MES-integrated systems that cut downtime and lift yield. Engineered end to end, from the edge to the factory floor.
Trusted by engineering-led companies
Smart manufacturing in 2026
Transformation is a priority. Data use and security still lag.
90%
Say digital transformation is essential to stay competitive.
57%
Of collected manufacturing data is not used effectively.
46%
Experienced at least one cyber incident in the past year.
Source: Rockwell Automation, 11th annual State of Smart Manufacturing report, May 2026. Survey of 1,560 manufacturing respondents in 17 countries.
The challenge A working pilot is only
A working pilot is only
the beginning.
The real test comes when software meets a running production line.
-
Pilots that never reach the plant
A proof of concept works in one cell, then stalls because it was never engineered for uptime, support or rollout. We build for the conditions beyond the pilot.
-
Machine data trapped in islands
Each line speaks its own protocol, so visibility ends at the cell boundary. We connect equipment, applications and people to make production data useful across the plant.
-
Inspection that varies by shift
Manual checks struggle to keep pace with production. We instrument inspection so quality decisions stay consistent, traceable and available when the line needs them.
-
Brittle MES and ERP integration
Point-to-point interfaces break as systems change. We build governed, observable connections that your team can maintain and evolve.
What we build
We engineer every layer of the factory software stack.
-
AI vision for quality & safety
High-throughput inspection and safety vision running on edge GPUs.
-
IIoT sensors & gateways
Reliable edge data capture, from individual machines to connected production lines.
-
SCADA / MES integration
Shop-floor and business systems connected through maintainable interfaces.
-
Predictive maintenance & OEE
Models and operational insights to anticipate failure and improve equipment effectiveness.
-
Edge & on-prem delivery
Latency-sensitive workloads engineered for the edge, including air-gapped sites.
-
Digital transformation roadmaps
Practical, sequenced programmes from a single-cell pilot to plant-wide rollout.
Case study · Manufacturing
AI vision sorting on edge GPUs, built end to end.
A US manufacturing company needed to classify materials and locate them on a moving conveyor, so a PLC reject mechanism could act at the right moment.
We built a dual-camera vision system on edge GPUs. It processes both feeds at more than 14 FPS and triggers PLC-controlled rejection in under 100 milliseconds.
Results
- Detection accuracy
- 98-99%
- Lower inference latency
- 40-60%
- Detection-to-PLC response
- <100 ms
- Sector
- Manufacturing
- Engagement
- Dedicated team, 2023 to present
How we build
Explore ACDC
Agent-Centric Development, grounded in your operation.
AI agents accelerate delivery. Our engineers own the architecture, verification and decisions that put software into production.
-
Understand the line
Map the process, interfaces and operating constraints with the people who know the plant.
-
Define the specification
Turn requirements into versioned specifications and measurable acceptance criteria.
-
Build with evidence
Accelerate implementation with AI agents, guided and reviewed by senior engineers.
-
Validate in context
Test integration, performance and failure behaviour against the conditions the system will face.
-
Release and operate
Roll out in controlled steps, with monitoring, documentation and a clear support path.
- Faster time to market
- 30-50%
- Less rework and rip-out
- 40-60%
- Delivery throughput per engineer
- 2-3x
- Requirements covered by tests
- 90%+
Standards
Built to the standards your plant runs on.
Our delivery is certified to ISO 9001 and ISO/IEC 27001. Industrial standards shape the systems we build for quality, security, integration and control.
Industrial security
- ISO/IEC 27001:2022 Information security management Certified
- IEC 62443 Industrial automation and control system security
- NIST SP 800-82 Operational technology security
- TISAX Automotive information security assessment
Integration & data
- ISA-95 / IEC 62264 Enterprise and control system integration
- OPC UA / IEC 62541 Industrial interoperability
- Modbus Device and fieldbus communication
- MQTT / Sparkplug B IIoT messaging
- MTConnect Machine tool data
- ISO 22400 Operations KPIs, including OEE
Control & machine vision
- IEC 61131-3 PLC programming languages
- IEC 61499 Distributed automation
- IEC 61508 Functional safety
- GigE Vision / GenICam Machine vision camera interfaces
Our services Engineering that fits
Engineering that fits
your next step.
From one critical connection to a complete production system.
Discuss your project- Custom Software Development Software built around your production process.
- System Integration Connect machines, MES, ERP and partner systems.
- AI Test Automation Continuous verification as your systems evolve.
- Cloud Services A practical path from on-prem systems to cloud operations.
- Web & Mobile Development Operational tools for the people running your plant.
Certified, accredited and independently reviewed
FAQ
Frequently asked questions.
Have a question about your production line? Discuss it with an engineer.
Can you integrate with our existing MES, ERP and SCADA systems?
Yes. We begin by mapping the existing interfaces, protocols and data flows, then agree on acceptance criteria. Integration is planned around the constraints of a running plant.
Can manufacturing software run at the edge or on premises?
Yes. We design for latency, connectivity and data-location requirements, including air-gapped environments. The deployment model follows the operating environment.
How do you move a pilot into production?
We assess the pilot against throughput, reliability and support requirements, then address integration, testing, monitoring and rollout. Production readiness is part of the engineering work from the start.
How do you validate an AI vision system?
We agree on quality, throughput and response-time criteria, then test against representative operating conditions. Our published sorting case combines dual-camera detection with PLC integration.
Can you work with our internal engineering team?
Yes. We can deliver a defined project or work alongside your engineers, with clear responsibilities, interfaces and review gates.
Contact
Let's Work Together
Tell us what your production line needs. We'll help you find the next practical step.
- Email[email protected]
- Phone(+84) 246.276.3566
- Response TimeWithin 1 business day