From Classroom to Factory
The skills a student learns on a sensor kit today are the skills a factory needs to connect its machines tomorrow. We treat the classroom and the shop floor as one continuum — and build for both.
The ESP32 on a student's breadboard and the ESP32 inside a connected machine on a factory floor are, in the ways that matter, the same chip.
That simple fact is why we stopped thinking of education technology and industrial automation as two separate markets. They are two ends of one continuum. The classroom produces the people; the factory needs them. The kit that teaches a sensor reading is a small version of the hub that monitors a production line. And the platform that delivers the course is itself a piece of industrial-grade software.
At Incrix we work at both ends — and, increasingly, in the space between them.
Two worlds with the same problem
Education and manufacturing look very different from the outside. Inside, they share a surprisingly similar challenge: the gap between what the technology can do and what people are equipped to do with it.
In education, the concern is well documented. UNESCO's work on digital education frames technology as a question of access and quality, not gadgets, and India's Ministry of Education has made skills and hands-on learning a clear priority. In industry, policy bodies such as NITI Aayog and the Ministry of Heavy Industries have pushed for advanced manufacturing and Industry 4.0 adoption across the country.
Read side by side, it's one conversation. A factory can't go digital without people who understand embedded systems, connectivity and data. And students can't learn those things from slides alone.
Education technology and industrial automation as one continuum
Here is how we see the path — and where each part of Incrix fits along it.
Each stage feeds the next. Let's walk through them.
Stage one: the classroom
Incrix University is our education stream. It has trained 50K+ students across 50+ courses, working with 10+ partner institutions. The tracks span web and app development, Industry 4.0 (IoT and robotics), reality-based technologies (AR, VR and MR), design, Web 3.0, and non-technical skills such as entrepreneurship, CRM, digital marketing and SEO/SEM.
The formats matter as much as the subjects: internships, webinars, workshops, value-added courses, bootcamps, faculty development programmes, skill-enrichment programmes, and lab setups with kits. Faculty development deserves a special mention — a trained teacher multiplies every kit and every course.
Our embedded architects also teach through Solder Minds, a community of around 35K followers focused on PCB design, embedded systems and IoT. Education, for us, isn't a side activity to engineering; it's the same knowledge, shared.
Stage two: the kit on the bench
Theory becomes skill the moment a student makes an LED blink — and then makes it respond to a sensor, and then controls a relay from a phone.
Our education kits are designed around exactly that progression: sensor boards to read the physical world, communication boards to connect it, relay boards to act on it, and camera boards to see it. Paired with a proper lab setup, they give institutions a practical Industry 4.0 lab rather than a cupboard of unused equipment.
The point isn't the kit. It's that the concepts on it — reading, connecting, switching, sensing — are precisely the concepts a factory automation engineer uses every day.
Stage three: the factory floor
At the other end of the continuum sits Incrix Automation, where we design edge-native hardware engineered in India, from silicon to cloud.
Two of our boards make the bridge concrete. Twinedge Dev V2 pairs an ESP32-S3 with four relays — the same idea as a classroom relay exercise, built to switch real loads. Hexon Atom C6 is an Industry-4.0 hub in a 30×25 mm footprint — small enough to sit inside existing equipment rather than beside it.
That compactness matters for Indian industry, where many manufacturers will connect the machines they already have rather than replace them. Our NDA work on retrofitting legacy weighing scales with a Wi-Fi control board follows the same logic: digital transformation often starts by bringing what works online. For the deeper engineering story, see from PCB to product and why intelligence is moving to the edge.
Stage four: the platform that ties it together
Training at scale needs infrastructure. Classory is our AI learning platform — white-label academies with courses and batches, classrooms, exams, secure video, learning paths and Clay, an AI teaching assistant. For technical tracks, CodeLoop adds in-browser coding with autograding, so a firmware or programming course includes practice, not just lectures.
Classory also shows the continuum running in reverse. The engineering disciplines behind it — serverless architecture, elastic scale, security by design — are the same ones behind our connected hardware cloud. The classroom benefits from industrial-grade thinking, just as the factory benefits from well-trained people. We tell that product story in from "we need an LMS" to building Classory.
Why one company should build both
It would be simpler to pick a lane. We don't, for three reasons:
- Teaching keeps us honestExplaining a concept to a first-year student exposes every shortcut. Our hardware is better because the people who design it also teach it.
- Building keeps teaching relevantStudents learn on the same kinds of chips and protocols we ship in real products, so the curriculum tracks industry rather than trailing it.
- The seams are where value hidesMost organisations buy training from one vendor and automation from another. Connecting them is where skills actually turn into productivity.
This is the same conviction behind why Incrix builds across software, hardware and design, and it is one of the threads in our pillar piece, what are we actually building at Incrix.
The continuum, not the category
It's tempting to file a company under one label — EdTech, IoT, automation. We think the more useful question is where people and machines meet, and whether both are ready.
That's why we don't plan education technology and industrial automation in separate rooms. A new board raises the question of what a student should learn to use it; a new course raises the question of what a plant will need from its graduates. Keeping both questions on the same table is how the continuum stays connected.
A student who learns on a sensor kit in Tamil Nadu today may be commissioning a connected production line tomorrow. We'd like to have built the kit, the course, the platform and the hub.
If you run an institution that wants a practical lab, or a plant that wants to connect its machines, start a conversation with us.