Lessons from the Lab: What It Takes to Build Great Hardware
- Mohan S Prabhakar
- Dec 10
- 7 min read
Building hardware is tough - brutally so. The truth about building hardware in India (and everywhere) is that success requires relentless pragmatism: funding plus early revenue, extreme cost-awareness from day one, a debug-first prototype mindset, rigorous vendor relationships, and the humility to iterate until something that “looks simple” actually works reliably. This post is a founder-led playbook of the lessons we learned the hard way — technical, operational and human, so you can shorten the learning curve and keep shipping.
Building hardware teaches you things you don’t learn anywhere else - not in engineering school, not in management books, and definitely not in startup Twitter threads. You learn them on factory floors at 2 AM, in conversations with vendors who stop taking your calls, while debugging a board that suddenly died for no reason, and in the quiet moments where you wonder why you ever thought this was a good idea.
People say “hardware is hard”, but that phrase is almost polite. Hardware is unpredictable, expensive, slow, and brutally unforgiving - and yet, for founders who choose this path, there is nothing more fulfilling than seeing an idea take physical form.
Over the past few years of building complex hardware in India with limited resources, an evolving ecosystem, unpredictable timelines, and a thousand ways things can fail, I’ve collected lessons that I wish someone had told me earlier. Some were learned the hard way. Most were learned repeatedly.
This blog is an attempt to share those lessons - not as theory, but as lived experience. What follows is the truth about building hardware in India: the challenges, the trade-offs, the hidden costs, and the thinking required to build something world-class from scratch.

The Reality: The Truth about Building Hardware in India
India’s ecosystem is fantastic for hobby projects, for large-scale contract manufacturing, and for many elements of the supply chain. But there’s a painful gap: low-volume manufacturing of complex products is hard to source locally at reasonable cost and with repeatable timelines. Vendors that will support a complex 200–500 unit pilot without overcharging or ghosting are rare. If you find one - you’ve struck gold.
What typically happens is a local vendor will agree to one order - then iterate slowly, or not at all. India’s local ecosystem is strong in pockets - PCB assembly hubs, component markets, and large-scale injection-moulding facilities all work beautifully when you’re ready for volume. But the in-between stage, where you need complex, low-volume iterations, is where things get brutally difficult.
For complex products you’ll often need an international vendor network to prototype quickly and cheaply. Offshore partners accelerate iterations.
Practical founder move? Build a vendor map early: 2–3 local vendors for small tasks, plus 2–3 international partners for complex prototyping and risk mitigation.
Funding & Early Revenue: Survive and Buy Time
Hardware needs time and cash. Period. Funding isn’t just crucial - it’s survival. But funding rounds take time and are uncertain. While you’re building, constantly look for funding programs, grants, accelerator credits, and customer pilots. If feasible, take on freelance or contract work to generate early revenue. Service gigs do two useful things: they extend your runway and force you to deliver on deadlines and manufacturing realities (which teaches discipline).
Quick tips:
Apply to hardware-friendly grants/accelerators early and often.
Consider engineering services, short-term consulting, or small B2B pilots to bring cash in.
Use early customer revenue as validation to attract product-friendly investors.
Cost Optimization from Day One
Don’t save cost optimization for later. Make it a cultural habit. As a hardware engineer in a resource-tight startup, you’re not just designing; you’re choosing where to do things and how much to pay for them. Not everything should be in-house.
Actionable checklist:
Review every line of the Bill of Materials (BoM) with a “value-for-cost” lens.
Validate cheaper alternates for passives, sensors, connectors — but test them.
Optimize for manufacturability (DFM) early - small changes in footprint, tolerances or assembly orientation can save 10–30% at scale.
Batch tool purchases and negotiate MOQ-friendly pricing with vendors.
The objective is to reduce unit cost without harming reliability. A 15–25% reduction in component cost at scale can mean the difference between a viable unit economics and a dead product.
Design Tools, Prototyping Strategy and “First Proto” Rules
Tools have improved. Use them. Iterate in CAD, circuit simulators, and system-level emulators as much as possible. Not every tweak needs a physical prototype.
Principles:
Iterate in software first. Simulate, run DRC checks, catch obvious routing or thermal problems before you make a board.
Make the first hardware prototype intentionally simple. The first proto should be debug-friendly; aim to expose 90–99% of potentially problematic signals during this stage. That means easy test points, modular sections, and removable programmer/debug connectors. Don’t miniaturize everything on day one.
Prototype in layers. Start with a “big and coarse” prototype, then refine to smaller, denser designs once signal integrity and architecture are stable.
Why keep the first prototype simple? Because hardware debugging is a detective game. If you make it easy to observe signals and disconnect components, you find root causes much faster.
Debugging: Root-cause Analysis and Attention to Tiny Details
Root-cause analysis is the hardest but most valuable skill in hardware product development. Hardware stops working for countless reasons - from a wrongly placed decoupling cap to a sliver of solder bridging pads - and you can spend weeks chasing the wrong clue. More often than not, problems lie in the place you look for it the least.
Never ignore the smallest part of the signal chain. The tiny resistor or the last via may be the culprit.
Thermal cycles change dimensions. PCB stencils may misalign after prolonged storage. Tiny microns matter in wearables.
Ground-plane continuity matters. We once discovered a PCB that worked with the programmer attached, but stopped working once the two boards were separated since the ground vias were only present in the programmer area, therefore isolating planes on the ring. The fix was simple - adding ground vias across layers or bridging them.
Component placement and decoupling are PMIC-specific. A newer, more integrated PMIC may need different decoupling capacitance and placement than an older PMIC from the same family. Substituting a part or changing capacitor footprint can reduce current draw by a factor of 10.
Here’s a structured debugging flow you can follow:
Reproduce the failure consistently.
Isolate the failing block (power, RF, sensor, comms).
Add logging/test points and measure systematically.
Check mechanical tolerances (PCB flatness, stencils).
Swap suspected components with known-good parts.
Verify ground/reference continuity across layers.
Patch, test, and iterate.

Quality, Scale and Vendor Management
After proving a design works in prototypes, the next phase is ensuring reliability at scale. That’s when quality becomes everything.
Yield is an early KPI. Track PCB yield, assembly yield, and final QC pass rates. Small improvements in yield multiply profitability. Example: increasing PCB yield from 80% to 95% drastically reduces per-unit assembly and rework costs.
Redesign stencils and pallets for assembly realities. Mechanical problems like tapered PCB edges or improper seating in pallets can cause poor solder joints. We reworked stencils, achieved 80% yield on a small batch, iterated more, and finally hit 95% on the larger run.
Vendor relationships are operational leverage. The right vendor will iterate fast, suggest manufacturable changes, and help push for tooling adjustments. If a vendor is slow to iterate or refuses to support low-volume work, escalate - or replace them.
Build an international vendor network. Local vendors are great for many tasks, but for complex low-volume runs you’ll likely need offshore partners.
Software integration
In the connected-product era, hardware without good software is nearly useless. Robust software is to hardware what oxygen is to humans. Firmware, device management, cloud analytics, and app UX are critical. Here are some rules of thumb:
Invest in firmware best practices early. OTA update functionality, robust bootloaders, documented code save huge headaches.
Don’t reinvent systems that already exist. Do not do things from the ground-up unless absolutely necessary. Not only is it time consuming, it is also extremely resource intensive. There are a lot of MNCs out there who have laid down the groundwork for you. Use them as much as possible unless you have a very specific reason to build from scratch.
Design with observability. Include proper mechanisms to diagnose field issues. This reduces debug time and speeds up fixes.
Consider this: A product was shipped without any way to pull logs remotely. So when a rare issue showed up in the field, the team had to get the physical device back and spend weeks figuring out what went wrong. With OTA debug and update capabilities however, that same issue could have been caught, traced, and fixed long before the user even noticed.
Stay Updated on Latest Technology
Keep an eye on components, packaging advances, and test methods. New sensors or chipsets may reduce cost or power consumption dramatically. Being up-to-date may:
Reveal cheaper alternatives.
Expose previously invisible failure modes (e.g., a new PMIC needs different decoupling).
Enable performance gains that change product positioning.
A practical habit would be to schedule quarterly component and architecture reviews. Don’t change components casually, but do conduct “tech watch” experiments on the side.
People, Travel, and the Mental Game
Hardware requires face-time. Building trust with vendors, getting QC right, and pushing for quick iterations often means travelling 100s of kilometers and visiting the shop floor. This is true in India and globally. Here’s a bit of advice:
Travel often in the early stages. Show up, inspect processes, and get teams to take you seriously.
Protect your physical and mental health. Long runs of debugging and vendor negotiations are stressful. Sleep, exercise, and a supportive team make this marathon doable.
Acknowledge the ecosystem. Your success is not solely yours. It belongs to the community of people you have built around you in the process as much as it belongs to you. Without them, you would not be standing where you are today, as a company with a world-class product.
Conclusion: Founder to Founder
The phrase “hardware is hard” is an understatement. But building great hardware is possible if you treat it like a discipline: iterate in software first, make the first hardware intentionally simple, focus on yield and manufacturability, respect your vendors, build software that enables hardware, and never ignore tiny details during debugging.
Funding and early revenue give you breathing room; vendor relationships and personal stamina get you across the finish line. Remember the human part: travel, meet people, and protect your health. Your success is not solely yours - it’s the result of a community of partners, mentors and makers around you.
Last but not the least, you are in for the ride of your lifetime. Enjoy it to the fullest and do not give up. Every problem will have a solution despite how unlikely it might seem.




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