Intelligence understood the request. Commerce never caught up.
A student moves from Rajasthan to Mysuru with ₹5,000 a month and a list of things she needs — groceries, stationery, daily essentials. The intelligence to plan it already exists. The commerce layer to fulfil it does not. Deserta Lab is building that missing layer.
To buy what she needs today, she has to become the integration layer herself.
Every step below is something a person does manually because no system connects them. This is the workflow that exists right now.
This missing layer is what Deserta Lab is built to provide.
Deserta Lab is building AI-native commerce intelligence infrastructure.
Most companies build an application and add intelligence later. We are doing the opposite. We are building the intelligence layer for local commerce first — the system that understands products, merchants, inventory, locations and decisions — and treating each product as an interface onto it.
A worldview comes before a product. The worldview is simple: local commerce is enormous and almost entirely uncoordinated, and the durable advantage is not another app — it is the infrastructure underneath every app.
LAONI is what the infrastructure looks like when a person uses it.
It begins with intent, not a storefront. You describe what you want; the system resolves the right products, the nearest merchants who have them in stock, and the most sensible way to buy. The same infrastructure will power products beyond LAONI in time.
Starting simple is the architecture, not a compromise.
LAONI begins as reliable, manual commerce — order, pay, deliver. That is a deliberate decision. Intelligence is earned from behaviour, and behaviour has to be observed before it can be modelled. We refuse to build AI systems on assumptions we have not validated.
Every transaction in this first phase is high-quality behavioural data that later makes the intelligence layer defensible.
The commerce graph is the system everything else depends on.
Traditional databases store records. Intelligence needs relationships. The commerce graph is the memory of the ecosystem — customers, merchants, products, inventory, locations and transactions, connected by the relationships between them. Without it, none of the intelligent capabilities are defensible.
We are not building conversational commerce. We are building decision infrastructure.
Intelligence here is not a chat box bolted onto shopping. It is a loop that understands a need, reasons about it, plans against real supply, optimises the outcome, executes the transaction, and learns from what happened — so the next decision is better.
Learning feeds back into understanding — the loop compounds with every transaction.
Five layers. Frameworks are an implementation detail.
Architectural thinking communicates engineering maturity; a list of frameworks communicates only what we happened to install. The system is organised as layers, each with a single responsibility. The tools sit underneath, and can change.
The roadmap is a progression of capability, not a count of merchants.
Each phase earns the next. Complexity is introduced only when the system is ready to support it — and disciplined execution matters more than ambitious promises.
Infrastructure companies do research continuously.
These are the questions we are actively working on. They define Deserta Lab as an engineering and research organisation, not an application company.
How we build is part of what we are building.
Durable advantages are structural, not adjectives.
"AI", "hyperlocal", "nearby" and "delivery" are not advantages — anyone can claim them. Our advantages are architectural decisions that are hard to copy.
Not durable
- AI as a label
- Hyperlocal as a label
- "Nearby"
- Delivery speed alone
Structural advantages
- Intent-first interaction
- Merchant-first architecture
- Product-first discovery
- Commerce knowledge graph
- Progressive AI adoption
- Local intelligence & decision optimisation
The shops on your street already hold almost everything you need. The problem was never supply. It was that no system could see it, connect it, or reason about it.
For a long time the tools meant to help local commerce arrived as marketplaces that flattened merchants into interchangeable listings. They optimised for the platform, not for the neighbourhood. I never believed that was the real opportunity.
Deserta Lab starts from a different conviction: the answer is not another marketplace, it is an intelligence layer — one that begins with what a person actually needs, understands the local supply around them, and coordinates the decision end to end. LAONI is the first interface to that system, and it is intentionally simple today because intelligence has to be earned from real behaviour, not assumed.
We are early, and we are honest about it. There is no finished dashboard to show — only a clear thesis, a disciplined architecture, and a commitment to build with merchants rather than over them. If that resonates, the first neighbourhoods we work with will shape everything that follows.
Before we build, we are listening to merchants.
Research, not a sales pitch — under three minutes, twelve questions, in English and Kannada. Your answers directly decide what the infrastructure prioritises first.
ಸ್ಕ್ಯಾನ್ ಮಾಡಿ
Be early to the network.
Join the early-access waitlist as a shopper or rider, or register your store to be among the first merchants when LAONI goes live.
Early access
For shoppers and riders who want first access when LAONI opens in their area.
You're on the list
We'll reach out when LAONI opens in your area.
Register your store
For local merchants who want to be among the first on LAONI.
Thank you
We'll reach out about the LAONI merchant pilot in your area.
Build the intelligence layer for local commerce.
We are a small, early team building foundational systems from first principles. If infrastructure, AI and real-world commerce excite you, we would like to talk — even if your exact role is not listed.
careers@desertalab.comTrust is the foundation of a commerce network.
The platform is designed around security by default — authentication and role-based access, encryption in transit and at rest, fraud detection, rate limiting, audit logging, and recoverable backups.
Is this a company or an app?
Deserta Lab is the company — it builds commerce intelligence infrastructure. LAONI is the first interface to that infrastructure. Future products will be built on the same system.
Why launch with manual commerce instead of AI?
Intelligence is earned from behaviour. Manual commerce lets us validate product–market fit, onboard merchants simply, and collect the high-quality behavioural data that later makes the AI systems defensible. It is a deliberate architectural decision.
What exactly is the commerce graph?
It is the relationship memory of the ecosystem — customers, merchants, products, inventory, locations and transactions, connected by the relationships between them. Recommendation, forecasting, optimisation and agent systems all depend on it.
Is LAONI live yet?
Not yet. We are pre-product and preparing a pilot in Mysuru. Everything here is the thesis and architecture we are building toward — there are no live numbers or dashboards to show, and we will not fabricate them.
How is my data handled?
Survey and registration responses are used only for research, product development, merchant onboarding and pilot communication.
Deserta Lab is building foundational intelligence for local commerce. LAONI is the first interface to that system.
Read the thesis, take the three-minute merchant survey, or join early access. The first neighbourhoods set the direction.