Nexus — from an idea to a live data platform

The none

Every team runs on data, and most of it is a mess: duplicates, blank fields, phone numbers in a dozen formats, the same company spelled five ways. Cleaning it up usually means hours of manual spreadsheet work — or an engineering ticket that never gets prioritized.

We saw a clear gap: powerful tools existed for engineers, and spreadsheets existed for everyone else, but there was nothing in between for the ops, sales, marketing, and finance people who actually live with the mess. We started at none — no product, just a problem worth solving and a point of view on who it was for.

What we did

We ran Nexus through the same framework we bring to every engagement.

• Define Success. The metric we committed to: a non-technical person should be able to clean a real dataset and see the result in under five minutes — no SQL, no engineer, no waiting.
• Vision. A data platform that anyone on an ops team can use to trust their data, where quality is something you can see and improve, not guess at.
• Strategy. Start with the highest-pain, highest-frequency job — cleaning CRM and spreadsheet exports — and go deep there before going broad. Ruthlessly defer enterprise complexity until the core experience was undeniable.
• Design. A single, guided workspace: bring in your data, see its quality, apply point-and-click rules with a live preview of every change, and export with confidence. Help is built into the product, not bolted on beside it.
• Execution. We built it as a real, working application — connections and datasets, a visual rule engine, a data-quality scoring model, reusable pipelines, scheduling, an AI assist layer, and a full data viewer — shipped in disciplined increments.

The one

Nexus is live. It cleans, enriches, and validates data through a point-and-click interface, shows a quality score before and after every run, and lets people build reusable pipelines they can schedule and trust.

More than the feature list, Nexus is the proof behind everything we tell clients: that a clear point of view, a strict operating framework, and senior craft can take a product from none to one. We didn't just design it — we own it and run it.

Built and run by None to One.

See it for yourself — launch the live app and try it on your own data.

What we used

Product strategy · User research & UX · Product & UI design · Full-stack engineering (Next.js, React) · Data engineering & quality scoring · AI-assisted features · Accessibility · Deployment on Vercel.