| Workflow Accelerator Category | Workflow Accelerator Category | Monoclonal Antibodies (mAb) | Cell & Gene Therapy (CGT) | mRNA Therapeutics | Oligonucleotide Therapies | Plasmid DNA | Small Molecules | ADC |
| Lab operations | Equipment and Consumables Setup, Checks & Calibrations | Maintain confidence in experimental results with streamlined equipment and consumable verification and setup workflows. These accelerators ensure instruments and consumables are functioning, calibrated, and properly configured before use—minimizing downtime, reducing risk of error, and supporting compliance with regulatory standards. | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Method & Sample Preparation | Supporting experimental execution are a series of workflows for the preparation and setup of methods,plates, materials and samples. From procedural guidance to coated plate setup to sample dilutions and measurements, these workflows streamline lab processes by reducing manual effort, improving reproduceability and accelerating time to analysis. | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Recipe & Reagent Management | Ensure consistent reagent quality with recipe-driven preparation workflows. Through a complimentary set of workflows, users can both create and manage lab recipes with precision and flexibility, and execute on recipes in a consistent, standardized manner – reducing errors and supporting reproduceability. | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| PreClinical | Analyte Solution Preparation: From Recipe to Execution | Accelerate and standardize analyte solution preparation, and recipe management. By integrating recipe planning with tailored execution workflows for both liquid and solid sources, these accelerators streamline routine operations, reduce manual errors, and ensure consistency and compliance—empowering scientists to focus more on science and less on documentation. | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Ligand Binding Assay Execution, Validation & Reporting | Accelerate ligand binding assay workflows with integrated planning, execution, and ICH M10-compliant reporting. These accelerators reduce manual data handling, ensure consistency across runs, and support faster, traceable, and regulatory-ready bioanalytical studies. | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| DMPK Study Design & Analysis | Streamline both in vivo and in vitro DMPK workflows, enabling seamless setup, execution, and analysis of pharmacokinetic studies. By automating dosage calculations, sample tracking, and data integration across study phases, it enhances accuracy, reduces manual effort, and ensures traceability from experiment design to analytical results. | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Clinical | Cell Line Development | Accelerate and standardize cell line development steps ftom transfection to clone selection , from pool expansion to cell banking across vials, plates and flasks. Teams can design, capture and analyze these processes with our workflows to determine productivity, product growth, product quality, and monoclonality. Reduce manual data handling, automate calculations and ensure traceability between clones while establishing stable cell lines and selecting optimal clones. | Yes | Yes | | | Yes | | Yes |
| Media Preparation and Process Optimization | With workflows to prepare media, run small scale cultivations and perform controlled bioreactor studies, upstream development teams can test various media formulations, cultivation strategies and feeding strategies. These accelerator workflows enable consistent documentation, ensure consistency across processes and offer real-time monitoring, to reliably design the best conditions for growth,productivity and scalability. | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Seed Train Expansion and Scale Up | Streamline initial expansion to final seed preparation to production run execution with our workflows, designed to help teams scale up producton scale up inoculum in a stepwise manner. These accelerators support the upstream process lifecycle across flasks, bioreactors and other vessels of choice – with consistent documentation, automated calcuations and real-time monitoring for the development of robust, reproducible, scalable methods to generate inoculum. | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Harvest and Recovery | With workflows to separate intracellular and extracellular products from cultures, extract and begin to purifiy material, teams can leverage our workflows to streamline these processes and maintain traceability between cultures, supernatants and harvested material. From centrifugation to filtrations to lysate preparation to protein A chromatography, these workflows reduce manual data handling, ensure consistency across processes and offer real-time monitoring for process insight. | Yes | Yes | | | Yes | | Yes |
Purification and Polishing | Accelerate and standardize purification steps to remove impurities, trace contaminants and aggregates through workflows for chromatography, viral inactivation, viral filtration, UF/DF and more. Leverage these workflows to reduce manual data handling, ensure consistency and traceability across procedures and materials and reliably design the best purification strategy. | Yes | Yes | | | Yes | | Yes |
| Analytical | Analytical Assay Execution & Data Capture | Standardize and streamline analytical testing across development with workflows for several key analytical techniques including ELISAs, HPLC etc . From workflows for purity, impurity and potency assessment to identity confirmation to physicochemical characterization, these workflows streamline the execution of quantitative and qualitative assays, ensure reproducible results across assays and accelerate product and process insight. | Yes | Yes | Yes | Yes | Yes | Yes | Yes |