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Meridian is live: the product that tells you what to build — and what it's worth

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I develop cutting edge technologies in robotics and Ai. Started my journey building one of the first self driving cars of India, built the world's first Ai-Ops system at oracle and patented it, invented a robotic cocktail making machine to party with my friends and then patented it. Currently, building Meridian, a product management OS powered by an advanced Ai astra which understands market and evolves code to achieve PMF

June 2026 · Shubhojyoti Ganguly, Co-Founder & CTO, Nestafar Technologies


I want to start with the part most launch posts leave out: the failure that made this one necessary.

Before Meridian, we built a hospitality SaaS product. The code was good. The engineering was sound. We shipped on time, we fixed the bugs, the thing ran. And it still didn't work — not because anyone wrote bad software, but because three different versions of reality never agreed with each other.

There was the product world, where we decided what mattered. There was the engineering world, where things actually got built. And there was the codebase itself, which had quietly become something none of our plans accounted for. Each of those three lived in a different tool, in a different head, in a different meeting. Nobody was wrong on purpose. The coherence just never happened.

That gap is what killed the company. Not the code.

The thing every founder is actually doing at 2am

If you're a technical founder who's also the first PM, you already know the feeling I'm describing, even if you've never put words to it.

On one side, you've got the chaos of what customers want — a churn note that mentioned the wrong feature, a Slack thread from a deal that fell through, a sales call where someone said "compliance" three times and nobody wrote it down. Signal shows up raw, contradictory, and at the worst possible hours.

On the other side, you've got the chaos of what your system can actually do — a schema you forgot to document, an auth flow touching four services, an integration nobody wants to refactor. Reality is structured, complicated, and mostly invisible to anyone who didn't build it.

You stand in the middle of those two chaoses and you're expected to produce a verdict: build this, not that, by this date, for this reason. And here's the brutal part — you make that call with no measurement on either side. You're guessing what users want and guessing what it costs, then betting two weeks of runway on the overlap.

Every PM tool on the market assumes that hard work already happened somewhere else. Jira, Linear, Notion — they're filing cabinets for decisions, not decision engines. They start at sprint planning and quietly assume a dedicated PM already collapsed the chaos into a clean backlog. For a founder pre-PMF, that PM doesn't exist. You're it.

What Meridian does differently

Meridian gives you a financial verdict on every feature decision.

Ask any other tool "should we build real-time notifications?" and you get a story-point estimate or a priority score — a number that means nothing in dollars. Ask Meridian, and you get something like this:

About two weeks of engineering (~$8K). Three churned users mentioned it. Estimated 8% reduction in churn ≈ $2,400/month in retained ARR. ROI positive by month four. Build it.

That verdict — an actual dollar number, not a story point — is the product. We call it Expected Commercial Value (ECV), and the radical part isn't the formula. It's that the inputs aren't your guesses. The ARR at stake comes from real customer signals. The confidence comes from validation responses we collected from your ICP, with your approval. The dev cost comes from mapping the feature to your actual code — the exact files, routes, and database entities it touches.

That last piece is the one nobody else has. We built a footprinting layer that reads your real git history and produces a machine-readable map of what your system actually is. Without it, every engineering estimate is somebody's vibe, which is exactly why a "small change" so often turns into three weeks. With it, the number you act on is grounded in your codebase, not in optimism.

The loop, already running

Meridian today is seven surfaces sitting on top of five AI agents, and each surface maps to one thing a founder-PM actually does in a working day:

You track your runway and milestone health on the Initiative Dashboard — which also generates an investor-ready deck reflecting wherever you are right now. You point Competitor Research at a rival's site and turn their feature gaps into your product signals. You push validation surveys to your ICP over WhatsApp and email from Market Research, then get back a synthesized digest grounded in real responses. You turn those signals into features in Product Synthesis, where the product tree sits next to your real code tree and every feature carries its ECV verdict. You explore cost-vs-timeline tradeoffs in Scenarios, watch progress against burn in Milestones, and ship from Release, where the retro feedback becomes new signal — and the loop closes back on itself.

Validated signal goes in. Shipped, revenue-relevant features come out. PMF stops being a feeling you argue about and becomes something the loop measures for you.

Where we honestly are right now

I'm not going to oversell this. Meridian is early, and we built it for a specific person — the pre-Series A founder running on 1–5 engineers, a fixed burn, and a closing window. If that's you, this was made for your exact problem. If you're a 200-person org with a mature process, you'll graduate into the tools Meridian replaces, not into Meridian.

We're also honest about the parts still being built. Domain expertise is the next frontier: a first-time fintech founder can't hire a compliance specialist, and a tourism founder can't put a hotelier on retainer. So we're building a marketplace of domain-trained validation agents you can rent per run instead of per salary. Two of our first five beta founders asked for fintech and healthtech agents before we'd even mentioned them. The demand showed up before the supply, which is usually a good sign you're building the right thing.

Come build with us

There's a deeper bet underneath all of this. The map Meridian builds — the boundary between what people want and what a system can do — isn't just useful for founders. It's the substrate the next generation of AI agents will need to coordinate software at all. We started from that boundary problem and worked outward. I think it's the right place to be standing.

But that's a longer story for another post. Today the simpler truth is enough: we built the tool we wish we'd had when our last company was quietly falling apart in the gap nobody was measuring.

It's live at getmeridian.tech. Sign up and you'll get 1,000 free credits — enough to run your own first feature through the loop and see a real dollar verdict come out the other end.

If you've ever shipped something good and watched it not matter, I'd genuinely love to hear what you think.

— Shubhojyoti