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One company, five launches: the operating model

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Adhunik Labs is a services company first. We put senior teams and agentic systems to work inside client businesses, with a human gate on every phase. That is the business. And yet the first question we get is usually about the other thing: how one small company building from Ahmedabad shipped five products in twelve months, with its own money, and what that did to focus.

Fair question. Here is the operating model, including the part that should make you skeptical.

The model in plain terms

We run what is sometimes called a multi-product studio model: one company, one shared build capability, five separately owned product launches.

The portfolio: AdhunikInvest (adhunikinvest.com), TheVibeManager (thevibemanager.com), FameX (famex.ai), Circlio (circlio.social), and InkSmith (inksmith.ai). Four are live. Circlio’s app is pre-launch, so we mark it “soon” — more on that below.

The model has two rules.

Rule one: every launch has exactly one owner. There are five of us — Megh, Som, Rudra, Sam, and Parthiv — equal co-founders, equal equity. Each founder owns one product’s public launch and growth. Not a committee, not a rotating chair. When a launch slips or a product drifts, one named person answers for it.

Rule two: the whole company builds every product. No product gets its own engineering island. The same team, the same architecture, the same review discipline built all five, and every one of them carries “Powered by Adhunik Labs.” Ownership is singular; the build muscle is shared.

The risk we will not talk around

Splitting focus is how small companies die. Anyone who has watched a startup chase two products at once knows the pattern: both get half the attention, both stall, and the postmortem writes itself. We picked five. On paper, that is five ways to stall.

So we will not pretend the model is free. It costs something every week — five roadmaps competing for the same builders, five launch calendars, five kinds of user to understand. The honest claim is not that the risk is gone. It is that the model is built to contain it.

Three things do the containing.

Shared architecture. Every product runs the same spine: named specialist agents, a structural memory layer, and a human gate before anything ships. Every product after the first reused that spine instead of rebuilding it. Five products from scratch would have sunk us. Five products on one architecture is a studio.

Singular accountability. Because each launch has one owner, focus is not a company-wide abstraction. It is five specific people, each guarding one thing. A committee can quietly deprioritize a product. A named owner cannot.

Honest status marks. Circlio’s app has not shipped, so everywhere we publish, it reads “soon” — not “live.” Four burning dots and one honest outline. If the model were quietly failing, that is exactly where the lie would start, so that is exactly where we keep it truthful.

Why a services firm runs a studio at all

Because the products are the proof. We sell agent systems for operations, AI product engineering, digital transformation, and honest AI advisory. A consulting firm usually proves itself with a logo wall. We launched this month; we have no client logos, and we will not invent any.

What we have instead is five products anyone can open in another tab.

Everything on this page is our audition. Open any of them. That’s the interview we can’t fake.

The studio and the services practice are the same muscle. When we tell a client we can take a product from brief to shipped software, that claim rests on a team that has done it five times for itself in one year — with its own money at stake, which is a stricter teacher than someone else’s.

What it asks of a founder

The model only works if each of the five carries two jobs without dropping either: the shared company — services, clients, the common build system — and the one launch that is theirs alone. Equal equity keeps the incentives clean. Nobody is building their own product on the company’s time; the company owns all five, and each of us tends one.

Where it stands

Four products live, one honestly marked “soon,” and a services practice open for work. If you are weighing the multi-product studio model for your own company, our one-line version: it holds only when ownership is singular and the build muscle is truly shared. Half of either, and you get five orphans.

And if you are weighing us for the work we actually sell — do not take the model’s word for it. Open the products. Then write to info@adhuniklabs.com and tell us what you are building.