mahad hersi

We're looking for 15 companies to try Query for free. If you're running a hardware, climate, circular economy, or industrial company with multiple systems (ERP, CRM, production, logistics) that don't talk to each other—Query connects them all into one intelligence layer. Ask any cross‑functional question in plain English. No SQL. No analysts. Just answers. We're launching soon and want to work closely with founders who feel the pain of fragmented data. First 15 to DM me get free access. Just tell me what you're building

We're looking for 15 companies to try Query for free. If you're running a hardware, climate, circular economy, or industrial company with multiple systems (ERP, CRM, production, logistics) that don't talk to each other—Query connects them all into one intelligence layer. Ask any cross‑functional question in plain English. No SQL. No analysts. Just answers. We're launching soon and want to work closely with founders who feel the pain of fragmented data. First 15 to DM me get free access. Just tell me what you're building.

Static Dashboards (Why BI Failed) Traditional business intelligence tools were built for reporting, not understanding. Dashboards provide static snapshots of the past, requiring technical expertise to build and interpret. They show what happened, but not why it happened or what to do next. As a result, most BI projects fail to deliver real strategic value despite massive investment.

Decision Latency (The Hidden Cost) The real cost of fragmentation is time. Every meaningful question must pass through analysts, dashboards, meetings, and manual interpretation before an answer emerges. This delay known as decision latency acts as a hidden tax on growth. While markets move in real time, companies are forced to wait days or weeks to understand what is happening inside their own operations.

1. Fragmented Systems (The Problem) Modern companies are surrounded by data, yet lack true intelligence. Over time, organizations accumulate dozens of disconnected systems ERP, CRM, HR, finance, and operations each operating in isolation. While every tool may work individually, together they create fragmentation, blind spots, and constant reconciliation. Leadership is left without a single, reliable view of how the business actually works.

Spent the last couple of weeks exploring Query, and I’m genuinely impressed. Finally, a tool that connects all company systems and actually makes sense of the data. No more endless dashboards or asking analysts for answers—just plain, clear insights when you need them. Excited to see how this changes the way companies make decisions.

Query is a tool that acts as a single brain for a company, connecting all the systems a business uses like ERP, CRM, HR, Finance and Operations so teams can see the full picture without switching between multiple apps. Instead of spending hours digging through reports or asking analysts for answers, anyone in the company can ask questions in plain English, like “Why did revenue drop last month,” and get clear, actionable answers immediately. Most businesses use many disconnected systems, which makes it hard to understand what is really happening. Getting answers to key business questions can be slow and expensive, relying on analysts or manual reports. Current tools are often too technical or siloed, so only certain people can use them effectively. Query solves this by connecting all systems in minutes, mapping relationships across the business so teams can understand how sales, finance, operations, and HR affect each other, answering questions in plain English, and explaining answers clearly with context and insights, not just numbers. Query is faster because it gives answers instantly, cheaper than hiring teams of analysts or buying multiple tools, simple enough for anyone in the company to use, and provides a complete view of the organization, not just isolated parts. With hundreds of millions of companies worldwide using analytics tools, even a small percentage adopting Query could create a multi-billion-dollar business. It is designed to be the go-to intelligence layer for every modern company, making decisions easier and faster.