From Chaos to Intelligence
Every factory is a complex system of people, machines, materials, methods, data, and decisions. To many, this complexity looks like chaos. To Df-OS, it is a pattern waiting to be decoded.
Infinite operational structure, from one simple rule.
Driven by Shopfloor Reality, Guided by Vision
Built by Factory People
Our team combines deep manufacturing domain expertise with modern software engineering. We’ve walked the floors, understood the constraints, and built technology that respects the rhythm of real production environments.
Our Vision
To redefine the future of manufacturing by making every factory connected, AI-native, and self-improving.
Our Mission
Our mission is to build manufacturing-first technology solutions for the 7.5+ million factories globally — helping every factory digitize, connect, and optimize its unique way of operating through a unified Digital Factory Operating System that improves agility, resilience, visibility, and decision-making without disrupting existing operations.
Disrupt without disruption.
“Every factory operates differently. Df-OS gives every factory a connected digital operating layer to run better, faster, safer, and smarter.”
Where Factory Complexity Becomes Operational Intelligence
Df-OS parent company DesignX was established in October 2015 with a clear focus: helping manufacturers transform factory operations through digital technology.
In the early years, while working closely with manufacturing plants, the team saw a recurring challenge. Factories were not struggling because they lacked tools. They were struggling because their most important operations were fragmented across paper, Excel, WhatsApp, machines, dashboards, and disconnected systems. Production, quality, maintenance, safety, utility, workforce, supply chain, audits, and leadership reviews were interdependent in reality — but disconnected in execution.
The founders knew this problem closely from their own manufacturing shopfloor experience. They saw that the future of factory transformation could not be built on isolated point solutions. Factories needed a unified operating layer.
That belief led to the launch of Df-OS in 2018 — a Digital Factory Operating System designed to digitize, connect, and optimize manufacturing operations from the shopfloor to factory management.
Inspired by the idea that complex systems contain hidden patterns (like the Mandelbrot Set), Df-OS was built to turn factory complexity into operational intelligence. Every process check, deviation, breakdown, approval, machine signal, and decision becomes part of a connected operating record.
Today, Df-OS helps manufacturers create AI-native factory operations by connecting people, machines, materials, methods, systems, and decisions into one unified platform. With Vish AI, this operating record becomes an intelligence layer — helping factory teams ask questions, understand deviations, prioritize actions, and improve faster without disrupting the work that keeps production running.
Q:Why was Df-OS established as a Digital Factory Operating System?
Df-OS was launched in 2018 by DesignX (founded 2015) after working closely with factories and seeing that point solutions created data silos. Production, quality, and maintenance are deeply linked in reality, but disconnected in systems. Df-OS was created to provide a single connected database layer that captures all execution variables into a unified factory metadata & memory timeline.
Collaborative workspace sessions.
Our open office manufacturing tech hub.
The Principles That Guide Us
How we design technology solutions for the 7.5+ million manufacturing plants globally.
Build for the Floor
Df-OS is built specifically for manufacturing environments — where shifts, safety permits, asset calibrations, and compliance rules must work in harmony.
Respect the Rhythm
No two factories run exactly the same. We do not force plants to change their processes; Df-OS adapts to each factory's unique operating logic.
Scale Without Friction
By integrating with existing SAP/ERPs, PLCs, and SCADA systems, we modernize shop floors without forcing a rip-and-replace transition.
Build Factory Metadata & Memory
We capture daily variables as structured data, compiling a connected operating history to feed AI decision models.
Our Journey So Far
DesignX Founded
Established in October 2015 as a digital transformation solution provider for the manufacturing industry. Started working closely with plants to solve shopfloor bottlenecks.
Launch of Df-OS
Recognizing that point solutions create isolated silos, the team launched Df-OS—a unified Digital Factory Operating System built to connect production, quality, maintenance, and utility processes.
Factory Metadata & Memory Core
Shifted the platform architecture to capture execution data as structured context, building the first continuous historical logs of 'Factory Metadata & Memory' for plants.
Vish AI Integration
Launched the Vish AI manufacturing intelligence layer on top of Df-OS, enabling conversational queries and agentic assistants to reason over factory metadata & memory.
Client Success Stories
See how manufacturing leaders run their plants with Df-OS.
Df-OS is a team of professionals. They always act fast on any issue/support required and the good part is that they update after the issue is resolved. Best of luck for the Df-OS team.
Vinod Mishra
HUL-ORAIDf-OS's approach to service is exceptional, offering user-friendly software at a highly competitive cost. Their positive, customer-centric approach & excellent communication ensure satisfaction. As ESG Head, I find their ESG module incredibly effective & efficient. I highly recommend Df-OS for their innovative & value-driven solutions.
Shekhar Verma
Corporate ESG Head, SKH GroupWe have been working with Df-OS, from last few years. Thanks to Development & Service team of Df-OS for such regular service. It’s good to see that Df-OS team makes continuous improvements on the job, post deployment, as per the feedback given.
Rajeev Thakur
Unilever India Exports LimitedDf-OS has enabled a key SC Collaboration platform for Hindustan Unilever, helping re-imagine the complete process from the perspective of premium user experience and top quality functional experience.
Varun
Unilever, ITWe are highly satisfied with the services provided by Df-OS. The quality of the solutions has shown great improvement over time, and the communication has been excellent throughout the project. The overall experience has delivered strong value for money, and we would highly recommend their Df-OS services to others.
Sahil Sharma
Sr. Maintenance Engineer, HULI am highly satisfied with the services provided by Df-OS. The quality of the product is excellent, and it offers great value for money. I would highly recommend Df-OS to others. Communication was smooth, and any issues were resolved to my satisfaction.
Sunny Singh
Assistant Manager QA, Ceat LtdThe team was very supportive and understanding of our needs. They went all out to ensure our standard questionnaire in place. They also provided continuous support for any improvements in the app on an ongoing basis. An overall smooth & satisfying experience!
Aakanksha
UnileverI am pleased with the quality of services and communication from Df-OS. The product offers good value for money, and I’m highly likely to recommend their solutions. Overall, the response and service have been commendable.
Abhishek Tripathi
Sr. Executive, Neel Metal Products LimitedDf-OS is a team of professionals. They always act fast on any issue/support required and the good part is that they update after the issue is resolved. Best of luck for the Df-OS team.
Vinod Mishra
HUL-ORAIDf-OS's approach to service is exceptional, offering user-friendly software at a highly competitive cost. Their positive, customer-centric approach & excellent communication ensure satisfaction. As ESG Head, I find their ESG module incredibly effective & efficient. I highly recommend Df-OS for their innovative & value-driven solutions.
Shekhar Verma
Corporate ESG Head, SKH GroupWe have been working with Df-OS, from last few years. Thanks to Development & Service team of Df-OS for such regular service. It’s good to see that Df-OS team makes continuous improvements on the job, post deployment, as per the feedback given.
Rajeev Thakur
Unilever India Exports LimitedDf-OS has enabled a key SC Collaboration platform for Hindustan Unilever, helping re-imagine the complete process from the perspective of premium user experience and top quality functional experience.
Varun
Unilever, ITWe are highly satisfied with the services provided by Df-OS. The quality of the solutions has shown great improvement over time, and the communication has been excellent throughout the project. The overall experience has delivered strong value for money, and we would highly recommend their Df-OS services to others.
Sahil Sharma
Sr. Maintenance Engineer, HULI am highly satisfied with the services provided by Df-OS. The quality of the product is excellent, and it offers great value for money. I would highly recommend Df-OS to others. Communication was smooth, and any issues were resolved to my satisfaction.
Sunny Singh
Assistant Manager QA, Ceat LtdThe team was very supportive and understanding of our needs. They went all out to ensure our standard questionnaire in place. They also provided continuous support for any improvements in the app on an ongoing basis. An overall smooth & satisfying experience!
Aakanksha
UnileverI am pleased with the quality of services and communication from Df-OS. The product offers good value for money, and I’m highly likely to recommend their solutions. Overall, the response and service have been commendable.
Abhishek Tripathi
Sr. Executive, Neel Metal Products LimitedSee the Platform in Action
Book an interactive demo session with our team to see how Df-OS can digitize, connect, and optimize your specific factory operations.