40% Cost Reduction with SynapseX Autopilot
How a pharmaceutical R&D team cut quantum computing costs by 40% using QCOS governed execution with SynapseX AI-driven workload orchestration.
The Challenge
The pharma team ran 200+ quantum simulations monthly across multiple providers (IonQ, Quantinuum, Rigetti) with no cost governance. Monthly bills exceeded €85K with zero visibility into per-experiment cost attribution.
The Solution
QCOS enforced budget policies and provider routing rules. SynapseX Autopilot learned optimal workload placement, shifting non-critical experiments to cheaper providers while reserving premium QPUs for high-value runs. QuantumLock provided cryptographic audit trails for every spend decision.
“QCOS pay-per-shot billing with SynapseX Autopilot gave us the cost control we needed for board-level compliance. We now have granular spend attribution per candidate compound.”
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