Case Study: Leading RNAi Therapeutics Company achieves 4× faster, audit-ready RFP capacity modeling with Elucidata's Polly Xtract

a leading RNAi therapeutics company drafts RFP models 4× faster with Elucidata

The customer, a leading RNAi therapeutics company, faced a challenge with its manual, time-intensive process for building capacity models in response to RFPs (Requests for Proposal). These models, constructed line by line in Excel, took 8-15 hours to complete and were prone to inconsistencies and errors due to scattered chemical data and manual calculations. The vendor, Elucidata, implemented its solution, Polly Xtract, to address these inefficiencies.

Elucidata's solution automated the RFP modeling process, creating structured drafts in just 2-2.5 hours. The system harmonized chemical data, automated complex scale-up math, and incorporated a regulatory-aware layer to flag compliance requirements early. This resulted in a greater than 50% reduction in manual work, a 4x faster process, and improved pricing accuracy and turnaround times for the customer. Elucidata delivered standardized, audit-ready models that ensured consistency and reproducibility.