Researchers struggle to reconstruct molecular structures when primary analytical methods are unavailable or fail

Scientists and researchers face critical bottlenecks when their primary structural analysis tools (like x-ray crystallography) are unavailable, damaged, or produce inconclusive results, forcing them to rely on secondary methods that may not provide sufficient evidence for breakthrough discoveries. This creates uncertainty in validating molecular structures and delays drug development, materials research, and scientific publications. Current alternative analytical techniques exist but lack the integration, validation frameworks, and decision-support systems to confidently substitute for primary methods.