Case Studies
How we deliver digital innovation for biotech, pharma and manufacturing.
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Biotech / Life Sciences / Industrial Automation
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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Biotechnology / Academic Research / Nanomedicine / Preclinical Research
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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Biotech / CDMO / Life Sciences
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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Manufacturing / Construction Chemicals / Industrial Automation
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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Biotech / Pharma / R&D
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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Life Sciences / R&D
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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Industrial Manufacturing / Automation / Pharma
Remote Diagnostic Suitcase: Minimizing Downtime through 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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Life Sciences / Biotech
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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Biotech / Pharma Manufacturing
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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Biotechnology
Creating Digital Lab for biotech global players
The biotech company's goal was to introduce highly digitalized laboratory by leveraging emerging technologies and procedures automation.
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Life Sciences
Creating Digital Twin to execute simulations of biopharma processes
Our global client aimed to empower biopharma customers with an innovative, cloud-agnostic platform for digital process simulation.
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Life Sciences / R&D
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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Life Sciences / Enterprise IT
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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Biotech / Pharma R&D
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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Pharma / Biotech
Sartorius bioreactors retrofit with flexible and 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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Biotech / Medical Devices
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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Life Sciences / Biotech R&D
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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Pharma / Biotech
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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Industrial Automation / Life Sciences / Pharmaceutical Manufacturing
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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Industrial Automation / Life Sciences
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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Pharmaceutical / Industry 4.0 / Robotics
Robotic filling line with advanced servo control and 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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Pharma
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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Biotechnology / MedTech / Advanced Materials
From Concept to Prototype: Accelerating Innovation in 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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Biotech / Life Sciences / Pharma
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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Biotech / Life Sciences
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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Research & Science / Deep Tech / Venture Building
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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Biotech / Pharma
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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Industrial Biotech / Life Sciences
Custom submersible light modules for 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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Bio-pharmaceutical / Manufacturing
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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Biotech / Manufacturing / Industry 4.0
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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Renewable energy sources
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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Life Science
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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Biotech/Medtech
NanOX Recovery Box prototype
NanoGroup S.A. is a Polish biotechnology company developing innovative medical technologies, particularly in transplantology.
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Biotechnology
Retrofitting legacy chiller with CoreBoard®
Precision is everything in biotechnology and pharmaceutical manufacturing—especially regarding temperature regulation.
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Biotechnology
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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Biotechnology
NextGen Cell Culture Mixing Device: Revolutionizing 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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Life Science
Accelerating bioprocesses thanks to 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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Biotechnology / Biomanufacturing
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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Life Sciences
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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Life Sciences
Enhancing Efficiency: Control Software for Vial Filling and Packaging Automation
Vial filling automation not only ensured the timely delivery of products but also contributed to optimizing resources...
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Life Science
Developing 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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Biotechnology / Biomanufacturing
Increasing bioproduction throughput with 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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Life Sciences
Microalgae cells detection and state classification ML model based on microscope images
Microalgae cells detection project has proven that this technology is very reliable, excellent for estimating the quantity of...
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Life Sciences
Developing 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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Biotechnology
Driving & implementing digital transformation for biotech
Delivering meaningful solutions is always the end goal when we work with a client. After our initial cooperation, we worked on 30+ biotech PoC