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Moog, an UKG AutoTime customer evaluated Workday Time and Attendance

Michelin, an e2open customer evaluated Oracle Transportation Management

Wayfair, a Korber HighJump WMS customer just evaluated Manhattan WMS

Cantor Fitzgerald, a Kyriba Treasury customer evaluated GTreasury

Westpac NZ, an Infosys Finacle customer evaluated nCino Bank OS

Swedbank, a Temenos T24 customer evaluated Oracle Flexcube

Citigroup, a VestmarkONE customer evaluated BlackRock Aladdin Wealth

List of Benchling Connect Customers

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Logo Customer Industry Empl. Revenue Country Vendor Application Category When SI Insight Insight Source
Adaptive Biotechnologies Life Sciences 790 $185M United States Benchling Benchling Connect Laboratory Management 2024 n/a In 2024 Adaptive Biotechnologies deployed Benchling Connect to modernize molecular research operations, aligning its experimental workflows with a Laboratory Management platform. Adaptive Biotechnologies implemented Benchling Connect to address manual, error prone processes in its NGS and PCR workflows used by the molecular research team in Seattle, unifying data and instrument control under a single application. The deployment configured Benchling Connect to automate sample and reagent registration, tracking, and retrieval, and to orchestrate bidirectional data flows between digital workflows and lab hardware. Benchling Connect was integrated with Benchling Registry and Results schemas so instrument outputs are captured in normalized formats, and the system auto generates metadata CSVs required for downstream omics pipelines. Integrations included direct links to Hamilton liquid handlers and other lab instruments, enabling command and data exchange without manual CSV construction or copy and paste steps. Operational coverage focused on lab operations and molecular research, moving scientist tasks from manual file handling to instrument driven workflows, and ensuring instrument output is pre formatted for NGS analysis. Governance and workflow changes centralized data ownership inside Benchling Connect and reduced the need for weekly manual audits by enforcing structured Registry and Results records. Outcomes reported by Adaptive include weekly file handling errors dropping to nearly zero, a reduction of over 20 hours of manual rework per month, faster resolution of data issues that previously took hours, and NGS workflow throughput increasing by nearly 1.5x, while delivering fully traceable datasets that are easier to share across teams.
Amgen Life Sciences 28000 $33.4B United States Benchling Benchling Connect Laboratory Management 2023 n/a In 2023 Amgen initiated a phased enterprise rollout of Benchling for R&D informatics and adopted Benchling Connect capabilities as part of that program. The implementation centered on Benchling Connect within the Laboratory Management domain, leveraging Benchling's open-source instrument data converters which Amgen publicly endorsed. That public endorsement positions Benchling Connect's instrument-conversion functionality as a core element for lab informatics workflows. Operational scope focused on R&D informatics, with configuration workstreams directed at instrument data ingestion, conversion, and automation of downstream data pipelines to reduce manual data-pipeline maintenance and accelerate lab automation. Governance for the rollout was phased, indicating staged onboarding and workflow restructuring to integrate instrument-conversion capabilities into existing Laboratory Management processes. The linkage of Amgen leadership quotes to Benchling's open-source instrument data converter initiative supports an analyst inference that Benchling Connect was used to operationalize instrument-level data flows within Amgen's R&D informatics environment.
Maple Leaf Foods Life Sciences 10452 $2.7B Denmark Benchling Benchling Connect Laboratory Management 2024 n/a In 2024 Novonesis implemented Benchling Connect as part of a broader Benchling R&D Cloud deployment to modernize R&D data capture, collaboration, and to create AI ready data foundations across global teams. Benchling Connect was adopted within a Laboratory Management context to support scientific record keeping, standardized workflows, and cross team analysis for R&D functions. The implementation centered on laboratory management capabilities common to the category, with inferred module level usage of Benchling Connect including experiment and electronic lab notebook records, sample and inventory tracking, protocol management, and structured assay data capture. Configuration emphasized standardized metadata schemas and template based workflows to enforce consistent experiment capture across discovery and development pipelines. Deployment used the Benchling R&D Cloud as the delivery model, enabling centralized cloud hosted data storage and API accessible experiment records. Instrument and data management integrations are treated as an informed inference, aligned with the Benchling Connect scope, to ingest instrument outputs and pipeline data into unified experiment records and to establish the AI ready data foundation described in the public announcement. Operational coverage targeted approximately 1,500 scientists across Novonesis global R&D teams, impacting research, analytical, and development functions by centralizing experiment data and collaboration artifacts. Governance workstreams focused on standard operating procedures for data capture, metadata governance, and workflow standardization to accelerate analysis and cross team collaboration as stated in the rollout description.
Professional Services 2000 $500M United States Benchling Benchling Connect Laboratory Management 2023 n/a
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