Case Studies
How we deliver digital innovation for biotech, pharma and manufacturing — from the digital lab to the autonomous plant.
- 45
- $10m
- 85%
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Digital CDMO
Fully Automated Autosampling Control System
A4BEE closes the loop in bioprocessing. Automated, MTP-compliant sampling that eliminates manual errors. Gain real-time insights.
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Digital Lab
Controlled Perfusion of 3D Tumor Models
Stable perfusion platform for 3D tumor models. Learn how A4BEE enabled precise nanoparticle analysis using modular QB Systems.
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Digital Lab
Digital Transformation of QC Labs: From Paper-Based Legacy to Integrated LES
Discover how A4BEE transformed paper-based QC labs into an integrated LES ecosystem for a leading CDMO.
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Digital CDMO
Process Transfer Reporting System
Discover how A4BEE optimized material transfer tracking and production data analysis with an AVEVA-based reporting system.
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Enterprise AI
An Adaptive Digital Twin for Bioprocess Autonomy
A4BEE’s Adaptive Digital Twin for bioprocess autonomy reduces sync latency to <3 min. See how Quality by Control transforms R&D.
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Digital Lab
Restoration: Establishing or Re-establishing a Complex Lab Ecosystem
A4BEE restored 100% connectivity for a global R&D hub in 3 months. Learn how we integrate complex lab OT with IT.
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Digital CDMO
Remote Diagnostic Suitcase: Secure, Instant OT Connectivity
Cut OT downtime by 40% and save $10k annually with our Remote Diagnostic Suitcase. Secure, plug-and-play connectivity.
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Digital CDMO
Bioreactor Control: Computer Vision for Non-Invasive Foam Management
Learn how A4BEE used Computer Vision & Python to automate foam management in bioreactors, reducing risk and chemical use.
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Digital CDMO
Stabilizing a Biotech Prototype Amidst Hardware Flux
Stabilizing biotech prototypes amidst hardware flux. Learn how we ensured FAT readiness through PLC/HMI refactoring and Servo drive migration.
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Digital Lab
Creating a Digital Lab for a Global Biotech Player
The biotech company's goal was to introduce highly digitalized laboratory by leveraging emerging technologies and procedures automation.
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Enterprise AI
Creating a Digital Twin to Simulate Biopharma Processes
Our global client aimed to empower biopharma customers with an innovative, cloud-agnostic platform for digital process simulation.
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Enterprise AI
Bridging the Gap Between Scientists and Algorithms
Learn how A4BEE overcame "Black Box Anxiety" in a Biotech lab, increasing automation adoption through UX-driven change management.
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Enterprise AI
Future-Proofing R&D: Migration to High-Availability Cluster Architecture
Learn how A4BEE eliminated lab downtime for a Life Sciences leader using Incus Cluster architecture and containerization.
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Enterprise AI
Real-Time Process Intelligence & KPI Visualization
Real-time KPI visualization & "Golden Batch" analytics for biotech R&D. Transform raw data into proactive process control.
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Digital CDMO
Sartorius Bioreactors Retrofit with Plug-and-Play Control
Discover how we performed a Sartorius bioreactors retrofit using an open QB Control platform to eliminate vendor lock-in for advanced bioprocessing.
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Digital CDMO
Support Framework & Assisted Reality for Global Biotech Manufacturer
See how our Support Framework & Assisted Reality reduced downtime and ensured 30-min incident response for a global biotech leader.
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Enterprise AI
Transforming Raw Bioprocess Data into Actionable Insights
A4BEE transformed raw bioprocess data into actionable insights using Grafana & UX-first design. See how we reduced cognitive load.
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Digital CDMO
Automated Cell Line Control with Advanced PAT
Discover how we implemented automated cell line control with advanced PAT and Process Orchestration for a leading biopharma innovator, ensuring high-quality MAb production.
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Digital CDMO
Integration of QB Modules with Siemens PCS 7
Discover how we integrated QB modules with Siemens PCS 7 using MTP standards. A case study on bridging modular hardware with enterprise DCS for "plug-and-produce" efficiency.
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Digital CDMO
MTP Library for Modular Automation
How A4BEE developed a standardized MTP library for a global Life Sciences leader. Discover how we enabled modular automation, vendor independence, and rapid scalability using NAMUR standards and CODESYS.
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Digital CDMO
Robotic Filling Line with Advanced Servo Control & MES Integration
Discover how we implemented a robotic filling line with advanced servo control and MES integration for a global pharmaceutical manufacturer. Read the case study.
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Digital CDMO
Strategic Integration Guides for Pharmaceutical Control Systems
How we helped a leading pharma provider streamline hardware integration with comprehensive DCS connectivity guides, OT documentation, and simulation logic strategies.
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Digital CDMO
From Concept to Prototype: Advanced Filtration Systems
A4BEE transforms biotech concepts into functional prototypes. Learn about our rapid R&D cycles for advanced filtration systems and materials.
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Digital CDMO
Lifecycle Management for Adaptive Biotech Assets
A4BEE ensures biotech stability via managed services, FAT validation & bugfixing for modular assets. Scale with confidence.
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Digital Lab
Proactive Support & Change Management Framework for a Digital Lab
Discover how A4BEE ensures operational continuity for a Global Life Sciences leader through proactive IT/OT support, Condition-Based Maintenance, and structured Change Management.
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Enterprise AI
Scalable Commercialization Ecosystem for Deep Tech Spin-offs
Discover how we built a scalable commercialization ecosystem for deep tech spin-offs, bridging the gap between scientific research and Venture Capital readiness.
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Enterprise AI
Scaling Biotech Manufacturing via Universal IT/OT Architecture
How A4BEE modernized legacy biotech architecture by integrating specialized OT hardware with enterprise IT systems. Discover our scalable, universal control solution for global pharmaceutical manufacturing.
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Digital CDMO
Custom Submersible Light Modules for a Photobioreactor
A4BEE engineered custom UV light modules for a 5,000L bioreactor to optimize bio-production. See how we scaled biotech hardware.
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Enterprise AI
Ontology-Driven Ecosystem for Biomanufacturing Data
See how we built a GxP-compliant, Ontology-Driven Data Lakehouse for a bio-pharma leader. Discover how we unified data silos and saved 75% time on OPV reporting.
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Digital CDMO
Transforming Biotech Manufacturing with VR/AR
Discover how AR/VR solutions are revolutionizing biotech. This case study details how Industry 4.0 technologies improved safety, training, and production efficiency.
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Digital CDMO
Advancing Solar Tech with OT & Automation
Our client required support in OT and automation to successfully commission the production line used for photovoltaic modules.
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Digital Lab
Perfusion Chamber for Innovative Microfluidics Research
Our project focuses on the design, prototyping, and implementation of a perfusion chamber to support advanced laboratory research at ULB.
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Digital Lab
NanOX Recovery Box Prototype
NanoGroup S.A. is a Polish biotechnology company developing innovative medical technologies, particularly in transplantology.
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Digital CDMO
Retrofitting a Legacy Chiller with CoreBoard®
Precision is everything in biotechnology and pharmaceutical manufacturing—especially regarding temperature regulation.
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Digital CDMO
An Innovative Connector for Multiple Scales in Bioprocess
Numerous standard laboratory scales are close during a single extensive process or multiple smaller ones conducted nearby.
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Digital CDMO
NextGen Cell-Culture Mixing Device for Biotech Manufacturing
Our main task was developing a robust and innovative mixing device capable of enhancing operational efficiencies in the biotechnology field.
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Digital CDMO
Accelerating Bioprocesses with an Intuitive User Interface
To improve efficiency of drug development and decrease manual errors, our client is committed to reimagine bioprocesses and lab equipment.
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Digital CDMO
Automated Photobioreactors for Scaling Biomanufacturing
The client is innovative Polish biotech startup with expertise in microbiological culturing, process design, scale-up of new technologies.
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Digital CDMO
Control Engineering for New Biotech Equipment Development
Our solution helped the client to run prototypes quicker, so they could be shown at events and installed in the end-client facility.
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Digital CDMO
Control Software for Vial Filling & Packaging Automation
Vial filling automation not only ensured the timely delivery of products but also contributed to optimizing resources...
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Digital CDMO
Custom Control Software for a Cell-Culture Media Delivery Platform
The use of the Module Type Package (MTP) standard rendered the system highly adaptable, capable of accommodating technological changes.
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Digital CDMO
Increasing Bioproduction Throughput with a Smart Modular Photobioreactor
In order to streamline the management of ongoing bioprocesses, the client wanted process data to be collected automatically.
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Enterprise AI
Microalgae Cell Detection & Classification with an ML Model
Microalgae cells detection project has proven that this technology is very reliable, excellent for estimating the quantity of...
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Enterprise AI
A Modular, Scalable Cloud Platform for Precision Medicine
The exponential growth of digitalization, automation, cloud and AI are fueling a new wave of the biotech industry.
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Enterprise AI
Driving 30+ Digital Transformation Projects for a Biotech Leader
Delivering meaningful solutions is always the end goal when we work with a client. After our initial cooperation, we worked on 30+ biotech PoC