From Silos to Synergy: Unifying HPLC Data into Instachrom

In pharmaceutical CMC, vast quantities of valuable HPLC data generated from Chromatography Data Systems (CDS) like Chemstation, Empower, and Chromeleon remain trapped in vendor-specific, proprietary formats. This data siloing severely limits cross-platform analysis, hinders long-term data reusability, and presents a significant barrier to developing robust, large-scale machine learning models.
To address this critical gap, we have developed a novel data liberation pipeline. This automated process extracts raw chromatogram data, peak results, and instrument metadata from disparate CDS sources and transforms them into a standardized, open JSON file format. These files are aggregated into a central CMC HPLC Data Lake, creating a single, vendor-agnostic source of truth that unifies our entire chromatography data.
To interface with this powerful data lake, we built "Instachrom," a unified web application that provides a single, seamless interface for scientists to search, access, and interact with all HPLC data, regardless of its origin. Instachrom enables powerful features previously impossible: on-the-fly cross-system chromatogram comparison, automated retention time alignment, advanced peak processing, and intuitive result trending.
This novel approach unlocks significant productivity gains, reducing time spent on manual data collation from days to minutes. By transforming siloed, static files into a dynamic, FAIR (Findable, Accessible, Interoperable, Reusable) asset, we have greatly enhanced the reusability and ML-readiness of our data. As a secondary benefit, instrument activity is monitored via a business intelligence dashboard, enabling data-driven decisions for better resource allocation. This work provides a scalable framework for unifying analytical data to accelerate drug development.