How Does Drone Delivery Actually Work in India? Lessons I Learned From Ankit Kumar of Skye Air Mobility

How Does Drone Delivery Actually Work in India? Lessons I Learned From Ankit Kumar of Skye Air Mobility

How Does Drone Delivery Actually Work in India? Lessons I Learned From Ankit Kumar of Skye Air Mobility

I sat down with Ankit Kumar, Founder and CEO of Skye Air Mobility, and came away feeling that most of us still underestimate how complex drone logistics really is.

Ankit is one of the pioneers building India’s drone logistics ecosystem. Skye Air has already completed millions of drone deliveries, and what impressed me most was this: he is not thinking of drones as gadgets. He is thinking of them as infrastructure.

That shift changes everything.

When people hear drone delivery, they imagine a flying box that picks up a package and drops it at the destination. Clean, futuristic, efficient. But as Ankit explained, that is only the visible layer. The real business is everything underneath: airspace access, weather prediction, safety systems, ground stations, routing logic, autonomy, and reliable handoff at the last mile.

One line from Ankit stayed with me:

“It’s not just the drones. It’s the air infrastructure, the ground infrastructure, and the autonomy that you’re putting in.”

Table of Contents

Start with the right question

Most D2C conversations around apps begin in the wrong place. People ask whether apps work for a category. That matters, of course. But before category, there is a more foundational question.

Can your team build and operate the app like a serious growth channel?

Abhijeet’s view was very clear. A channel wins when the marketing team believes in it, curates it deliberately for the customer, and keeps pushing it because it creates clear upside. If that conviction is missing, the app does not magically perform on its own.

This was one of the biggest lessons for me from the conversation. Too many brands launch an app and then wait for it to justify itself. But channels do not work like that. An app needs positioning, merchandising, storytelling, retention, and an operating rhythm.

Another line worth remembering: “Nothing works without belief.”

That applies far beyond apps. But it is especially true here because an app asks for coordination across product, marketing, content, and retention.

A simple framework for deciding whether an app makes sense

As I reflected on Abhijeet’s answers, a practical framework emerged. If you are evaluating whether to build an app for your brand, look at these four lenses.

1. Category behavior

Is the category naturally high intent, repeatable, browsable, impulse friendly, or rich in discovery?

2. Catalog depth

Do you have enough SKUs, enough choice, and enough personalization opportunities to justify repeat engagement?

3. Team conviction

Will your marketing and product teams actively shape this channel, or will it sit idle after launch?

4. Channel role

Is the app meant to drive conversion, improve retention, enable storytelling, support community, or all of the above?

When these four align, apps can become a major revenue channel very quickly. When they do not, the app becomes an expensive distraction.

Where apps clearly win

Abhijeet did not leave this at the level of theory. He called out categories where app adoption is repeatedly strong.

Fashion is no longer optional

His stance on fashion was blunt and memorable. If you are building a serious fashion brand and you still do not have an app, you are already behind.

That may sound extreme, but the logic is solid. Fashion is inherently browse heavy, newness driven, visual, and habit forming. It lends itself to repeat sessions, wishlisting, discovery, and impulse conversion. In many cases, the app becomes the main channel within one or two months.

That is not a small shift. That is a structural shift in how the brand grows.

This is the invisible operating layer most people miss when they think about drone delivery.

What is air infrastructure in drone logistics?

This part of the conversation was especially fascinating because it gets into the mechanics of airspace management.

Skye Air built what Ankit calls Sky UTM, or an unmanned traffic management system. In simple terms, it acts as a gateway to the airspace. It helps determine how drones move safely by combining multiple data points such as terrain, obstacles, and low altitude weather conditions.

That matters because the conditions a human feels on the ground are often very different from what a drone experiences at 120 meters.

Ankit put it sharply:

“If there is one thing in the entire drone industry people underestimate, that’s weather.”

His argument was not theoretical. It was operational.

For drone logistics, you need precise low altitude weather intelligence, not just broad aviation or city level forecasts. A drone may face a gust that pushes it away from its designated path even when everything feels normal at street level.

Skye Air uses predictive weather analytics at regular intervals for that reason. The goal is not merely to know what the weather is. The goal is to know whether the drone can safely complete its mission within the corridor and altitude where it actually flies.

Conditions that can stop a flight include:

  • Wind speed beyond 40 km per hour

  • Heavy rainfall intensity

  • Unsafe low altitude conditions along the route

This makes drone logistics feel less like aviation theater and more like disciplined risk management.

The moat is not the drone. The moat is the infrastructure

One of the most revealing parts of the discussion was when we started talking about competitive advantage.

Many founders obsess over the visible product. In this case, the drone. But Ankit’s thesis is different. He believes the real moat lies in building the infrastructure layer that others will find difficult to recreate.

That includes both air infrastructure and ground infrastructure.

And he was very candid about why this matters. In any difficult category, if a company can establish the infrastructure standard early, it can create a very strong long-term position.

Another line worth highlighting:

“For us, that’s the infrastructure layer we’re creating, both ground and air.”

I found this important because it shifts the conversation from novelty to defensibility. A drone can be copied. A deeply integrated operating network is much harder to copy.

Pipeline business or platform business? Skye Air is building toward platform

I brought up a framework I like from the world of business models: the difference between a pipeline business and a platform business.

A pipeline business controls the flow end to end. A platform business creates the ecosystem where multiple participants operate on top of shared infrastructure.

My initial assumption was that Skye Air was more pipeline than platform. Ankit corrected that immediately.

His view is that the company was always meant to become a platform.

The nuance is this: in an early market, sometimes you need to operate parts of the system yourself in order to create the market at all. Once the infrastructure is proven, the model can open up more meaningfully.

This distinction helps explain why building the market first can be a prerequisite to opening the platform later.

That has implications far beyond India. Ankit mentioned that if they expand into markets like the US or UAE, they would prefer a platform led approach there, licensing infrastructure to local players who can run operations.

That is a smart capital allocation insight.

You build the base layer where it matters, then let the ecosystem scale on top of it.
The economics of a drone fleet in India

When I asked Ankit how many drones Skye Air currently has, his answer was precise: 33 drones.

These are small category drones with a maximum takeoff weight of up to 25 kilos, carrying payloads of about 10 kilos.

The average cost per drone is around ₹6 lakh.

But again, the interesting part was not the headline number. It was how he thinks about what to build in-house.

Ankit’s belief is that drones themselves will increasingly become off the shelf commodities. If that happens, then the sustainable value will not sit in generic hardware. It will sit in specialized subsystems and operational intelligence tailored to the use case.

Skye Air’s approach reflects that logic:

  • About 60 percent of the drone comes from OEM partners

  • About 40 percent of the value addition is done in-house

That in-house layer focuses on:

  • Connectivity

  • Navigation

  • Autonomy

  • Safety

  • Reliability

I liked the analogy Ankit used. The refrigerator maker may build the cold box, but the enduring value often accrues to the company that turns that capability into a compelling application.

In other words, commodity hardware plus proprietary orchestration can become a powerful model.

How drone delivery actually works in India

This is the part everyone wants to know, and Ankit explained it very clearly.

Drone delivery is not usually a pure hub-to-door aerial drop. Instead, it is a hybrid logistics model designed around efficiency and practicality.

The Skye Air delivery flow

  1. Shipments first arrive at a Skye Air station or hub.

  2. Each hub is mapped to a specific geography and set of pin codes.

  3. The drone takes off from that hub.

  4. It flies to the nearest pod allocated for that pin code or local area.

  5. The package is handed off there.

  6. A delivery associate, called a Skywalker, completes the final doorstep delivery.

This model is practical because it preserves the speed benefit of aerial movement over longer or more difficult stretches while keeping the final handoff human and flexible.

The fleet size is still modest, which makes the systems thinking behind it even more important.

That handoff design also reveals a deeper truth. Last mile logistics is rarely solved by one vehicle alone. It is solved by a network architecture.

Why last mile logistics in India is still so expensive

The broader market problem Ankit is trying to solve is significant.

India spends roughly 15 to 16 percent of product cost on logistics, while the global average is in single digits. That gap tells you there is enormous room for structural improvement.

According to Ankit, the issue is not that India’s average order values are uniquely broken. The bigger issue is inefficiency in how last mile logistics works today.

His diagnosis has a few parts:

  • The system is highly dynamic and fragmented

  • Distances are long

  • Volumes are often low for many brands

  • Brands are increasingly pressured into faster delivery expectations

  • That speed pressure can destroy unit economics when the network is not designed for it

This part resonated with me because it is not just a logistics conversation. It is an omnichannel and brand strategy conversation too.

D2C brands that never intended to promise ultra-fast delivery are increasingly forced into it because customer expectations have shifted. But if the delivery network underneath is inefficient, faster delivery does not create advantage. It creates cost pain.

That is where drone logistics becomes interesting. Not as a flashy alternative to everything, but as a targeted way to remove inefficiency from specific parts of the network.

India Post may become a big story in this transformation

One answer from Ankit caught me by surprise.

When I asked about top logistics providers in India, the usual private players came up. But then we discussed India Post, and his perspective was far more optimistic than many people would expect.

His view is that India Post already has enormous geographic coverage through its pin code network. The real question is transformation. And from what he has seen, that transformation is becoming serious.

He believes the potential for India Post to enter the top tier is very real if it continues improving cost structures and operations.

That is worth paying attention to because whenever an institution with deep reach modernizes, it can alter the economics of the entire sector.

My biggest takeaway from Ankit Kumar

If I had to reduce the full conversation into one strategic insight, it would be this:

Drone delivery in India is not a hardware innovation. It is an infrastructure innovation.

That distinction matters because it helps separate hype from substance.

The winners in this space may not be the ones with the most eye-catching drones. They may be the ones that build the most reliable system across airspace intelligence, weather prediction, route safety, hub design, pod deployment, and last mile orchestration.

Ankit Kumar is building exactly from that lens, and that is why I found this conversation so educational.

There is also a broader lesson for founders here. In difficult categories, the obvious product is often not the real business. The real business sits in the operating layer no one sees at first glance.

I am Saurabh Agrawal and we come with a new episode on Dilse omni talks every fortnight and cover different aspect of omnichannel with amazing speakers.

This article was created from the video How does drone delivery actually work in India?

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