Models are becoming interchangeable. The value moves to the layer that decides which model runs, what it is allowed to do, whether the result is acceptable, and what it cost. Neuor is building that layer as a product people adopt for free and pay for when orchestration earns its place.
AI creates value when someone can rely on the work it produces. Generating an answer is the easy part; obtaining the right information, coordinating tools, respecting permissions, recovering from interruptions and proving the deliverable meets its requirements is where the cost sits. Neuor manages that operating layer.
A native macOS agent harness — projects, memory, skills, tools, scheduling, checkpoints — free for single-model work. Paid plans add orchestration across models: routing, candidate comparison, critique, repair and escalation under a budget and an acceptance rule.
Freemium software. Free is a continuing $0 tier, not a trial. Starter at $19/month unlocks orchestration; Developer, Team, Business and Enterprise add capacity, collaboration and administration. Users bring their own model accounts, so inference cost never sits on our margin.
Orchestration has to beat the Free harness on the same tasks, tools and acceptance rules — with failed attempts and review time in the cost. Every stage of the roadmap ends with that comparison, measured with design partners, before expansion.
Built from the Neuor design white paper. Figures in the economics section are a scenario at 100,000 paying accounts, shown to make the model legible — not a forecast.
We're raising from founder capital, paid pilots and implementation work first, and will open a round once retained demand is demonstrated. If you invest at that stage, or want to be a design partner, write to hello@neuor.ai.