A Fortune 500 pharmaceutical company needed to run molecular simulations for drug discovery. Their existing quantum workflow required 8+ hours of queue time per job, limiting them to 3 simulations per day. Error rates made results unreliable.

Quantum Swarm provided zero-queue access to 15 IBM backends with automatic error correction. Jobs that previously took 8 hours to queue now execute in under 1 second with 98.76% mitigated fidelity.