Why We Build Products, Not Just Projects
A project ends at handover. A product keeps going. Here's why Incrix made a deliberate bet on building products, and how Classory and our hardware lineup prove we mean it.
A project ends on a date. A product doesn't.
That one difference shapes almost every decision we make at Incrix Techlutions: what we build, how we architect it, and what we choose to own. We still take on client work, and we're proud of it. But we have made a deliberate bet on product development: building things we keep, improve and stand behind long after the first version ships.
This piece explains what we mean by project vs product, why the distinction matters, and how our own products (Classory and the Incrix Automation hardware lineup) show that we mean it.
TL;DR
- Projects end, products compound. A project is handed over; a product is kept, maintained and improved.
- Ownership changes engineering. When you maintain what you build, you design for year three, not just launch day.
- Classory is the software proof. A multi-tenant AI LMS we build, run and keep improving.
- Our boards are the hardware proof. Four shipping boards, with version numbers that show iteration.
- It's not either/or. Client projects keep us close to real problems; products let us keep what we learn.
Project vs product: the difference in one sentence
A project is built to a specification and handed over. A product is built around a problem and kept.
It sounds like a small distinction. It isn't. It changes who carries the risk, how success is measured, where the knowledge ends up, and who pays for every shortcut taken along the way.
Neither column is "bad". Plenty of excellent companies run entirely on projects, and project work teaches discipline: deadlines, scope, communication. But a company that only delivers projects starts close to zero every time a new engagement begins. We wanted some of our work to accumulate.
Why software product development changes how you build
The fastest way to improve your engineering is to be the one who has to maintain it.
When you hand over a project, the long-term cost of a decision (an awkward data model, an expensive server that runs all night, a feature nobody uses) quietly becomes someone else's problem. When you own the product, every one of those decisions comes back to you.
That's why our software approach reads the way it does. Traditional development often takes requirements and writes code, which tends to be costlier to build and to maintain. Our approach, in our own words: "We understand the problem, architect an engineering solution, and design the application on cost-effective, maintenance-friendly serverless architecture." We explain that choice in detail in why we build serverless.
Product thinking isn't a department. It's what happens when the people who build a thing also have to live with it.
In practice, software product development pushes us to ask different questions up front:
- What happens when ten times as many people use this?
- Who fixes it at 11 p.m., and how quickly can they find the problem?
- Which features will we regret maintaining?
- What will version two need that version one should make easy?
Proof one: Classory
Classory is our own SaaS product, an AI-powered LMS that lets academies, institutions and educators run their own white-label learning platforms. It's "Classory by Incrix", and we build, operate and keep improving it.
Look at what it includes and you can see product decisions everywhere: multi-tenant workspaces, courses and batches, classrooms, exams with 18 question types, the Clay AI assistant, signed and watermarked video, Drive, learning paths, CodeLoop in-browser coding with autograding, gamification, and monetisation through wallets, subscriptions and Razorpay. It's designed on serverless architecture for 2M+ concurrent users.
Two of those decisions show the difference between a product and a project particularly well.
Designed for scale nobody asked for yet
A project is sized for the client in front of you. A product has to be ready for customers you haven't met. Designing Classory as multi-tenant and serverless from the start was a bet on the future, and the kind of decision you only make when you intend to keep the thing. The engineering story is in how we built Classory.
0% commission with your own gateway
Educators who connect their own payment gateway pay 0% commission to Classory. That's a product decision rooted in our values ("equity in mind, dignity in action"). It only makes sense when you're building a long-term relationship with many customers, not billing one client for one delivery. (For plans, see Classory pricing; we don't quote numbers here because they can change.)
If you want the story of how Classory came to be, rather than how it's engineered, read From "We Need an LMS" to Building Classory.
Proof two: the hardware lineup
Software products are hard. Hardware products are harder: you can't push a hotfix to a copper trace. That's exactly why we think our hardware lineup is the clearest evidence of our product mindset.
Incrix Automation builds edge-native hardware, engineered in India, from silicon to cloud. The boards shipping today:
- Horizon Gen 1: an ESP32-S3 entry development board.
- Twinedge Dev V2: ESP32-S3 with four relays.
- Horizon Dev-2 C6: ESP32-C6 with Wi-Fi 6, Thread, Matter and Zigbee.
- Hexon Atom C6: a 30×25 mm Industry-4.0 hub.
Notice the version numbers. Twinedge Dev V2 exists because Twin Edge Dev v1 came first. Horizon has a Gen 1 and a Dev-2. Projects don't get version twos. Products do.
Every board goes through the same path: requirement, schematic and PCB, firmware, prototype and test, then production. And the long-term vision is explicitly a product roadmap, moving from microcontroller boards to our own MPU boards and, eventually, our own SoC. You can browse the lineup on our hardware products page or read what the process really involves in From PCB to Product.
How projects feed products, and the other way round
We don't see this as a choice between the two. Our five streams (Software, Automation, Branding, Education and Studio) all do client work. Our branding team alone has delivered 1000+ projects. On the hardware side, we've done NDA work such as a Wi-Fi control board retrofit for legacy weighing scales and a point-of-care Wi-Fi height-measurement device.
Client projects keep us honest. They expose us to problems we wouldn't have invented ourselves, in conditions we can't simulate. Products give us somewhere to keep the lessons: the same four hardware skills that go into our own boards (embedded firmware, multi-layer PCB, on-device AI and connected cloud) are what we bring to a client's board. The architecture habits we built running Classory are what we bring to a client's application.
Building something that needs to outlive its launch? We'll bring the product mindset to your project.
Talk to our software team →What a product mindset asks of a small team
Product development isn't free. For a 15-person team, it asks for a few specific habits:
- Own the outcome, not the specDelivering what was written down isn't the finish line. People using it, and continuing to use it, is.
- Design for year threeArchitecture, maintenance cost and upgrade paths belong in the first conversation, not the last.
- Ship, then keep shippingVersion one is where learning starts. The version numbers on our boards are a reminder of that.
- Build once, serve manyMulti-tenant software and reusable hardware platforms turn one hard problem solved into value for many customers.
- Say no more oftenEvery feature is something you'll maintain forever. The best product decision is often the one you don't build.
If you're new to thinking this way, Product School and Atlassian's Team Playbook are useful places to explore product and team practices.
What this means if you're working with us
Even when we're delivering a project, we bring product thinking to it. We'll ask what happens after launch, who will maintain it, and what it will cost to run, because those are the questions we ask about our own products. Sometimes that means recommending something simpler than you expected. Usually it means fewer surprises later.
That's also why our work spans software, hardware and design: real products rarely stay inside one discipline.
The short version
Projects pay the bills and teach us a lot. Products are where we keep what we've learned. Classory and our boards exist because we wanted Incrix to be a company that builds things and keeps making them better, not just one that delivers things and moves on.
Our founder, Avinash, writes about the personal side of this conviction in I Didn't Want to Build a Company That Just Delivers Projects. And for the full picture of everything we're building, start with What Are We Actually Building at Incrix?