Ayisra: Inside India’s Homegrown Coffee Machine Company

For Vinay, this process became an education in coffee technology itself. What began as technical observation gradually evolved into deep engineering engagement, as teams opened imported systems, studied their internal logic, and rebuilt them from first principles.

‘We reverse-engineered the imported machines and developed our own machine within about a year,’ he recalls.

What fascinated him was not only the machine itself, but the larger business ecosystem surrounding it. Machines were placed in offices through rental arrangements, but the real economics lay elsewhere.

‘The consumables business was actually more profitable than the machine rental,’ he says.

As India’s vending culture expanded, Vinay moved deeper into Coffee Day’s operations, eventually leading servicing and sales functions. The work demanded both technical precision and constant problem-solving, requiring an understanding not only of how machines were built but also of how they performed under continuous commercial use.

He later moved into an information technology-based multinational focused on data warehousing and data mining. Though it represented a significant professional shift, it soon became clear that the work lacked the same sense of involvement and curiosity that coffee engineering had offered. After nearly two years, he returned.

When he returned to the coffee industry, he encountered a familiar challenge. Imported Swiss machines once again became systems to study, dismantle, and reverse engineer into more affordable indigenous alternatives suited to Indian requirements.

By then, coffee had become more than an industry. It had become the language through which he understood engineering itself.

Even while working across organisations, he continued to experiment independently from home, building a small research-and-development setup in which he explored brewing systems, dispensing mechanisms, internal assemblies, and machine concepts.

‘Coffee came along with me,’ he says.

Over time, those years of experimentation would become the foundation for something larger.

Building Ayisra for Indian Realities

In 2020, encouraged by his son-in-law’s enthusiasm for coffee, Vinay formally co-founded Ayisra Tech Solutions.

What began as years of accumulated experimentation gradually became a manufacturing company with a clear objective: building coffee machines designed for Indian realities rather than imported assumptions.

Over the next five and a half years, Ayisra developed five to six products across espresso, bean-to-cup, and fully automatic filter coffee categories.

What Vinay speaks about most proudly is not simply the number of machines built, but how they are built.

‘Almost 97% of our parts are indigenous,’ he says.

That localisation sits at the centre of Ayisra’s identity. Imported fully automatic bean-to-cup systems can cost anywhere between 6 to 7 lakh rupees, placing them out of reach for many businesses entering the coffee segment. Vinay wanted to build machines that were not only more affordable upfront but also easier to maintain over the years of operation.

The difference often lies in details invisible to the customer.

A milk frothing assembly imported from abroad, he explains, can cost ₹7000 to ₹8000. A locally developed alternative built using indigenous components costs nearly ₹3,400.

The larger challenge, however, is serviceability. Many imported systems, particularly lower-cost Chinese machines, rely heavily on plastic bodies and thermal block heating mechanisms, which are difficult to maintain in Indian water conditions, where scaling and blockages are common.

Ayisra approaches the problem differently. Its machines are designed to be opened, repaired, serviced, and maintained with relative ease.

‘If a machine cannot be serviced properly, customers suffer later,’ Vinay explains.

This philosophy of constant iteration becomes most visible in the way Ayisra approaches Indian coffee consumption, designing machines not simply for technical efficiency, but around the habits, expectations, and cultural familiarity that shape how coffee is actually experienced across the country.

Engineering Machines for How India Actually Drinks Coffee

Much of Ayisra’s work operates through business-to-business models, supplying offices, cafés, and commercial spaces where machines are rented or leased. At the same time, the company also serves smaller B2C customers, including independent cafés and coffee shops.

Its fully automatic systems are designed around operational simplicity.

Unlike semi-automatic espresso machines that demand trained baristas to control grind settings, extraction, steaming, and consistency, Ayisra’s systems automate the process through touch-based interfaces. ‘You do not need a skilled brew master for these machines,’ Vinay explains.

Yet automation, for him, is never about replacing craftsmanship. Later in the conversation, he reflects on how even the finest semi-automatic machines still depend heavily on the skill, training, and discipline of the person operating them.

‘Making good coffee still needs technique.’

That balance between automation and authenticity became particularly important while building Ayisra’s fully automatic South Indian filter coffee systems. Demand for filter coffee, Vinay says, is steadily expanding beyond South India into offices and commercial spaces across the country. Recreating authentic South Indian filter coffee inside an automated system proved far more complicated than simply dispensing milk and decoction together. The machine had to recreate a sense of familiarity, where the texture of the froth, the strength of the decoction, and even the appearance of the bubbles all mattered, because these are the details customers instinctively recognise and associate with authentic South Indian filter coffee.

That philosophy shapes everything inside the manufacturing process.

Each machine contains nearly 400 components sourced from 60 to 70 vendors. Pumps arrive from one supplier, boilers from another, alongside electrical systems, fabricated frames, grinders, brewing assemblies, touchscreens, sensors, software boards, and outer panels. These are first assembled into smaller sub-systems before final integration.

After assembly comes testing. Extraction pressure is monitored, temperature stability is checked, and milk frothing performance is evaluated. Dispensing consistency, software logic, touchscreen responsiveness, and electronic behaviour are repeatedly calibrated before clearance. Every machine is traceable through internal job codes that identify exactly which component came from which vendor and batch. ‘If a problem happens later, we can identify exactly where the component came from,’ Vinay says. That traceability matters because these machines often operate continuously in commercial environments.

One of Ayisra’s major customers, Godrej, has been purchasing nearly 25 to 30 machines every month for close to three years. For Vinay, this scale has reinforced one central principle.

Refinement is not treated as a final stage that follows manufacturing, but as an ongoing cycle shaped by continuous feedback from machines operating in the field, where software issues are corrected, electronic systems are gradually refined, and real-world performance becomes an active part of the design process itself.

‘We wanted to achieve the same quality you get in good South Indian hotels,’ he says.

The resulting system can dispense 7 to 8 cups per minute, requiring operators to refill only milk, water, and coffee powder periodically, while the machine handles the rest.

The company also supplies coffee blends tailored to customer preferences through a partnership with a German roasting company, offering blends such as 70-30 and 80-20 coffee-to-chicory.

Importantly, Vinay is careful not to build aggressive leasing models that rely solely on lower-quality coffee powders to recover machine costs. For him, beverage quality remains non-negotiable.

The same thinking extends into Ayisra’s white-labelled work.

When companies such as Tata approach the company for customised systems, the process begins with detailed conversations around dispensing options, branding placements, touchscreen interfaces, software behaviour, and beverage menus. From there, electronics and software teams begin building tailored systems. Some projects involve touchscreens with multiple scrollable beverage options and fully customised software interfaces. The refinement cycle often stretches across five to six months, with software bugs corrected, mechanical systems adjusted, and beverage calibration repeatedly fine-tuned until the machine reaches stability. The process reflects how coffee machines today sit at the intersection of thermodynamics, software engineering, electronics, industrial design, brewing science, and user experience.

‘It is a very interesting product for engineers,’ Vinay says.

Even after installation, the work continues. Every customer team receives training on operation, cleaning, and maintenance.

Automatic cleaning systems help, but milk-contacting sections still require manual cleaning to maintain hygiene and beverage consistency. For Vinay, maintenance is inseparable from taste itself. A poorly maintained machine eventually changes the coffee it produces.

Building Coffee Hardware in India and Looking Beyond

If engineering the machine is one challenge, building the business around it is another. As the conversation turns towards scale, funding emerges as one of Vinay’s recurring concerns. Despite the technical capability to build world-class machines, smaller Indian manufacturers often struggle to secure meaningful financial support for R&D. Most development still relies heavily on internal funding. Banks typically extend working capital against stock inventory rather than long-term product development.

‘We have the capability,’ Vinay says. ‘But funding support is difficult.’

He also points to the limitations of government support systems. While organisations such as AIC have been encouraging, translating that encouragement into actual funding remains a lengthy and complex process. For smaller manufacturers like Ayisra, he believes government-backed marketing support could significantly strengthen India’s MSME hardware ecosystem.

At the same time, product development increasingly demands attention not only to engineering performance but also to industrial design.

‘The look and feel matter a lot,’ he says.

For lower-volume manufacturing, Ayisra often relies on thermal forming and vacuum forming, since injection moulding tools become prohibitively expensive at smaller scales.

Today, the company is beginning to look outward.

At the World Coffee Conference, Ayisra showcased its machines through a subsidised start-up pavilion, attracting interest from major beverage companies, whose technical and sales teams visited to better understand the systems.

Export plans are already being explored, beginning with African markets before eventually moving towards certification-intensive European and American markets that require standards such as CE certification.

Closer to home, another idea is slowly taking shape: a compact tabletop filter coffee machine for households and future e-commerce sales.

The idea reflects a broader shift in Indian coffee consumption itself.

Coffee is no longer confined to cafés or office vending systems. Increasingly, consumers want café-like convenience at home without losing the familiarity of traditional brewing styles.

Looking back, Vinay reflects on how Coffee Day helped transform coffee into a social experience across India long before international chains entered the market. After decades spent across vending systems, servicing networks, R&D benches, and manufacturing floors, he still returns to the same fundamental idea.

Behind every machine, the cup still matters most.