Workspaces vs projects: how Product Nerve AI organizes your ventures

Two words show up constantly once you're inside Product Nerve AI: workspace and project. They sound similar, and if you're not clear on the difference early, it can cause real confusion later, especially once billing and team members enter the picture. Here's the distinction, plainly.

A workspace is your company. It's the top level container. It holds your billing and subscription, your team members and their roles, and every project you create. If you run one startup, you'll likely only ever need one workspace. If you're a serial founder, a studio, or an agency working across multiple companies, you might eventually run more than one, though most people start with exactly one and that's completely normal.

A project is one venture. Everything specific to a single business idea lives inside a project: its own validation sessions, its own knowledge base of uploaded files, its own generated artifacts across every studio, its own tasks and decisions. If you have two different startup ideas you're seriously considering, they should be two separate projects, not two ideas crammed into one project's description field. Keeping them separate keeps your validation clean, each idea gets evaluated on its own evidence, without the other one's context bleeding in.

Why the separation matters practically. Every studio tool and every AI generation on the platform is scoped strictly to the project it's running inside. Your Investor Studio pitch deck for Project A will never accidentally reference research you uploaded to Project B. This isn't just a UI convenience, it's built into the platform at the data level: content from one project simply isn't available as context when you're working inside another.

How this maps to your plan. Every subscription tier includes a set number of projects, from one on the free tier up to five on our Scale plan. This is the number that matters when you're deciding whether to upgrade, not team size or usage volume, project count. If you're bumping against your project limit, that's your signal to look at the next tier up.

A useful way to think about it: your workspace is the company you're building, your projects are the ventures inside it competing for your attention, resources, and validation. Most founders live almost entirely inside one project for the first several months, and that's exactly how the platform is meant to be used.