QubitTriage

QubitTriage is a web app (with optional desktop CLI) that helps teams quickly decide whether a problem is a good fit for quantum computing, and if so, which algorithm family and hardware constraints matter. Users describe their optimization, simulation, or ML task in structured prompts (problem size, constraints, objective, accuracy needs, latency, budget). The app maps inputs to realistic quantum pathways (e.g., QAOA vs. annealing vs. classical heuristics), flags “quantum not ready” cases, and produces a short decision memo with assumptions, required qubit counts/error rates, and near-term classical baselines to beat. It also maintains a living “readiness score” as hardware improves, so teams can revisit decisions without redoing research. This is brutally pragmatic: it’s designed to prevent expensive quantum theater and focus effort where there’s credible upside.