A4BEE We help global players to harness the power of digital transformation by delivering modular hardware and software ecosystems.

We focus on biotech and manufacturing companies to create Facility of the Future and gain competitive advantage together. A4BEE is a technology company deeply committed to support biotech, pharma, and manufacturing sectors. We work closely with global players to shape winning strategies, implement new digital solutions and harness the power of connectivity, flexibility, and modularity. We support

them at every stage of their digital transformation journey while solving real-world problems. We focus on:
✅ 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬
Commercial and market challenges and opportunities

✅ 𝐎𝐫𝐠𝐚𝐧𝐢𝐳𝐚𝐭𝐢𝐨𝐧
People, capabilities, competencies and culture

✅ 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐲
Current software and hardware landscape

🐝 Do not hesitate to contact us: [email protected]

Experience the future of Bioprocessing with QB SYSTEMS® at  ! We are thrilled to announce that, continuing our annual tr...
15/04/2026

Experience the future of Bioprocessing with QB SYSTEMS® at !

We are thrilled to announce that, continuing our annual tradition of participation, the A4BEE team will attend .
As one of Central Europe's premier biotechnology events, it remains the perfect stage for us to showcase the latest capabilities of our product brand – QB SYSTEMS®.

Visit our booth to see our advanced modular bioprocessing setup in action. We will be demonstrating how our Edge control unit seamlessly integrates critical workflows into a single, high-performance system:
🟡 𝐌𝐨𝐝𝐮𝐥𝐚𝐫𝐢𝐭𝐲 & 𝐒𝐜𝐚𝐥𝐚𝐛𝐢𝐥𝐢𝐭𝐲: explore our ecosystem where modules can be combined or swapped in seconds. This plug-and-play approach allows you to scale from a single setup to a complex, automated one without replacing your entire infrastructure.
🟡 𝐋𝐚𝐛𝐨𝐫𝐚𝐭𝐨𝐫𝐲 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧: experience the precision of our dosing systems and automated sampling solutions.
🟡 𝐈𝐧𝐭𝐮𝐢𝐭𝐢𝐯𝐞 𝐂𝐨𝐧𝐭𝐫𝐨𝐥: get a hands-on look at the QB Control software, designed for real-time monitoring and process management from any device.

Our experts – Krzysztof Kaczor, Lukasz Paciorkowski, and Klaudia Kozusznik – will be on-site to demonstrate our "Flexible. Innovative. Limitless." approach and discuss how QB SYSTEMS® can support your specific research and production goals.

Don’t miss this chance to discuss the future of biotech automation with us!

📍 Where: CIC Warsaw, Chmielna 73, Warsaw, Poland
📅 When: April 22–23, 2026

We highly encourage you to reach out and schedule a meeting during the forum. See you there!


The "Holy Grail" of modern bioprocessing is continuous, automated monitoring. Yet, too often, sophisticated bioreactors ...
15/04/2026

The "Holy Grail" of modern bioprocessing is continuous, automated monitoring. Yet, too often, sophisticated bioreactors and analytical instruments operate in silos.

Integrating these "black box" devices requires more than just cables. It requires intelligent orchestration logic that can translate proprietary signals into standard industrial protocols.

Karol Doroszewski, our R&D Lead Engineer sums up the impact of our recent project:

"𝘞𝘦 𝘵𝘶𝘳𝘯𝘦𝘥 𝘢 𝘥𝘪𝘴𝘤𝘰𝘯𝘯𝘦𝘤𝘵𝘦𝘥 𝘭𝘢𝘣 𝘣𝘦𝘯𝘤𝘩 𝘪𝘯𝘵𝘰 𝘢 𝘤𝘰𝘩𝘦𝘴𝘪𝘷𝘦 𝘰𝘳𝘨𝘢𝘯𝘪𝘴𝘮. 𝘉𝘺 𝘤𝘭𝘰𝘴𝘪𝘯𝘨 𝘵𝘩𝘦 𝘤𝘰𝘯𝘵𝘳𝘰𝘭 𝘭𝘰𝘰𝘱 𝘣𝘦𝘵𝘸𝘦𝘦𝘯 𝘵𝘩𝘦 𝘣𝘪𝘰𝘳𝘦𝘢𝘤𝘵𝘰𝘳 𝘢𝘯𝘥 𝘵𝘩𝘦 𝘢𝘶𝘵𝘰𝘴𝘢𝘮𝘱𝘭𝘦𝘳, 𝘸𝘦 𝘮𝘰𝘷𝘦𝘥 𝘧𝘢𝘳 𝘣𝘦𝘺𝘰𝘯𝘥 𝘴𝘪𝘮𝘱𝘭𝘦 𝘵𝘪𝘮𝘦-𝘴𝘢𝘷𝘪𝘯𝘨 𝘢𝘯𝘥 𝘦𝘯𝘢𝘣𝘭𝘦𝘥 𝘵𝘳𝘶𝘦 𝘳𝘦𝘢𝘭-𝘵𝘪𝘮𝘦 𝘧𝘦𝘦𝘥𝘣𝘢𝘤𝘬 𝘤𝘰𝘯𝘵𝘳𝘰𝘭. 𝘛𝘩𝘦 𝘴𝘺𝘴𝘵𝘦𝘮 𝘯𝘰𝘸 '𝘬𝘯𝘰𝘸𝘴' 𝘵𝘩𝘦 𝘴𝘵𝘢𝘵𝘦 𝘰𝘧 𝘵𝘩𝘦 𝘤𝘶𝘭𝘵𝘶𝘳𝘦 𝘪𝘯𝘴𝘵𝘢𝘯𝘵𝘭𝘺, 𝘸𝘪𝘵𝘩𝘰𝘶𝘵 𝘢 𝘩𝘶𝘮𝘢𝘯 𝘦𝘷𝘦𝘳 𝘵𝘰𝘶𝘤𝘩𝘪𝘯𝘨 𝘢 𝘱𝘪𝘱𝘦𝘵𝘵𝘦."

This approach ensures that analytical data - like cell metabolites - is available to the control software instantly, allowing for immediate process adjustments.

Read the full case study to see how we engineered this digital handshake.

👇 Link in the comments.

Bioprocessing technology has advanced rapidly, yet many high-tech labs still face a manual bottleneck at the sampling st...
30/03/2026

Bioprocessing technology has advanced rapidly, yet many high-tech labs still face a manual bottleneck at the sampling stage. Scientists are often forced to act as the "bridge" between disconnected devices, manually typing results and risking data entry errors.

We recently partnered with a global life sciences innovator to solve this exact problem. Their goal was to create a self-driving system where critical quality attributes are measured and controlled in real-time, eliminating manual intervention.

By engineering a custom middleware driver and utilizing MTP standards, we established a "digital handshake" between the bioreactor and third-party analytical devices.

The result of closing the loop?

🟡 Zero manual data entry.
🟡 100% automated ex*****on of sampling sequences.
🟡 Real-time visibility via a unified PAT dashboard.

Read the full story of how we turned a disconnected lab bench into a fully automated loop.

👇 Link to the case study in the comments.

𝐁𝐄𝐄 𝐨𝐟 𝐭𝐡𝐞 𝐌𝐨𝐧𝐭𝐡 𝐢𝐧 𝐭𝐡𝐞 hasztag #𝐏𝐀𝐒𝐒𝐈𝐎𝐍 𝐜𝐚𝐭𝐞𝐠𝐨𝐫𝐲: Kewin Gałuszka!At A4BEE, hasztag  fuels our innovation – the energy t...
25/03/2026

𝐁𝐄𝐄 𝐨𝐟 𝐭𝐡𝐞 𝐌𝐨𝐧𝐭𝐡 𝐢𝐧 𝐭𝐡𝐞 hasztag #𝐏𝐀𝐒𝐒𝐈𝐎𝐍 𝐜𝐚𝐭𝐞𝐠𝐨𝐫𝐲: Kewin Gałuszka!

At A4BEE, hasztag fuels our innovation – the energy that turns complex challenges into breakthrough solutions. The team voted to award Kewin, our Electronic Lead Engineer, the Bee of the Month title, as his incredible dedication and passion for electronics inspire everyone around him.

𝐇𝐞𝐫𝐞 𝐢𝐬 𝐰𝐡𝐲 𝐭𝐡𝐞 𝐭𝐞𝐚𝐦 𝐫𝐞𝐜𝐨𝐠𝐧𝐢𝐳𝐞𝐝 𝐡𝐢𝐦:
👉 𝟏𝟓𝟎% 𝐂𝐨𝐦𝐦𝐢𝐭𝐦𝐞𝐧𝐭 & 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞: Kewin approaches every project with infectious enthusiasm, giving 150% of himself. Whether he is designing complex circuits or solving technical puzzles, he ensures every aspect is fully "taken care of." His ability to fight for project success "like a lioness" has led to significant gains for our team.

👉 𝐀 𝐌𝐚𝐬𝐭𝐞𝐫 𝐨𝐟 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐒𝐡𝐚𝐫𝐢𝐧𝐠: despite his high-level responsibilities, Kewin is always ready to lend a helping hand. From expert advice to hands-on soldering skills, he willingly shares his technical wisdom, making every day in the Lab better (especially on Wednesdays!).

👉 𝐄𝐱𝐜𝐞𝐩𝐭𝐢𝐨𝐧𝐚𝐥 𝐏𝐞𝐨𝐩𝐥𝐞 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭: beyond his technical brilliance, Kewin is a leader who truly listens. He takes his role as a people manager seriously, always making time for his "bees" and fostering an environment of trust and honesty. If there is a problem, Kewin will find a solution.

👉 𝐓𝐡𝐞 𝐏𝐞𝐫𝐟𝐞𝐜𝐭 𝐁𝐥𝐞𝐧𝐝 𝐨𝐟 𝐏𝐫𝐨𝐟𝐞𝐬𝐬𝐢𝐨𝐧𝐚𝐥𝐢𝐬𝐦 & 𝐉𝐨𝐲: working with Kewin is a "wonderful experience." He has a unique gift for combining deep technical knowledge with a cheerful, open-minded approach. His smile in the face of new challenges motivates the entire hive to push further.

Kewin Gałuszka, thank you for your unwavering drive, your transparency as a leader, and for being the "extraordinary person in the perfect place." Respect!

Join us in celebrating Kewin’s well-deserved win!

𝐈𝐬 𝐲𝐨𝐮𝐫 𝐃𝐚𝐭𝐚 𝐈𝐧𝐭𝐞𝐠𝐫𝐢𝐭𝐲 𝐛𝐮𝐥𝐥𝐞𝐭𝐩𝐫𝐨𝐨𝐟, 𝐨𝐫 𝐣𝐮𝐬𝐭 "𝐦𝐚𝐧𝐚𝐠𝐞𝐝"?For a leading Biologics CDMO, ensuring total data integrity meant ...
19/03/2026

𝐈𝐬 𝐲𝐨𝐮𝐫 𝐃𝐚𝐭𝐚 𝐈𝐧𝐭𝐞𝐠𝐫𝐢𝐭𝐲 𝐛𝐮𝐥𝐥𝐞𝐭𝐩𝐫𝐨𝐨𝐟, 𝐨𝐫 𝐣𝐮𝐬𝐭 "𝐦𝐚𝐧𝐚𝐠𝐞𝐝"?

For a leading Biologics CDMO, ensuring total data integrity meant one thing: eliminating paper logbooks and manual transcription once and for all.

We partnered with a European client to overhaul their Quality Control operations. The "As-Is" state involved disconnected equipment and "confetti" printouts, making it impossible to maintain a true audit trail.

Our goal was clear: implement a Laboratory Ex*****on System (LES) that serves as a Single Source of Truth.

We moved the client from a legacy workflow to a fully integrated ecosystem where:
🟡 Transcription errors are eliminated (100% automated data capture).
🟡 Measurements are "gated" by the system, checking analyst training and instrument calibration before work begins.
🟡 Compliance with ALCOA+ and 21 CFR Part 11 is built into the process, not checked after the fact.

Dealing with legacy equipment integration?
Read the full case study to see how we navigated the technical hurdles of legacy hardware and IT/OT integration.

🔗 Link to the case study in the comments.

Klaudia Kozusznik is joining the speaker lineup at the upcoming CODE2HEALTH event! Together with Alicja Ochmańska (she/h...
19/03/2026

Klaudia Kozusznik is joining the speaker lineup at the upcoming CODE2HEALTH event!

Together with Alicja Ochmańska (she/her), they will present a session on a key industry topic: “𝐇𝐲𝐩𝐞 𝐨𝐫 𝐇𝐨𝐩𝐞? 𝐓𝐡𝐞 𝐫𝐨𝐥𝐞 𝐨𝐟 𝐀𝐈 𝐢𝐧 𝐨𝐩𝐭𝐢𝐦𝐢𝐳𝐢𝐧𝐠 𝐩𝐚𝐭𝐢𝐞𝐧𝐭 𝐫𝐞𝐜𝐫𝐮𝐢𝐭𝐦𝐞𝐧𝐭. 𝐑𝐞𝐬𝐮𝐥𝐭𝐬 𝐨𝐟 𝐭𝐡𝐞 𝟐𝟎𝟐𝟓/𝟐𝟔 𝐫𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐩𝐫𝐨𝐣𝐞𝐜𝐭.”

During the presentation, they will go beyond the theory and share practical insights and data from their latest research conducted within WUM MBA Clinical Trials and Biomedical Innovation.

Is AI truly a game-changer in patient recruitment, or just a passing trend?
Stay tuned for more updates from the event!

https://www.linkedin.com/posts/code2health_code2health-aiinmedicine-biotech-activity-7424884657994743808-HIMR?utm_source=share&utm_medium=member_desktop&rcm=ACoAADrm9_0BmN1TtVFgtFPfMfNcwSY8k92AlkI

✨ Z radością przedstawiamy kolejne keynote speakerki CODE2HEALTH! ✨ Na naszej scenie pojawią się: - Klaudia Kożusznik (A4BEE) – Head of Growth - Alicja Ochmańska (AstraZeneca) – Dyrektor wspierająca ds. regulacyjnych Podczas swojego wystąpienia poruszą niezwykle aktualny temat: „H...

Lukasz Paciorkowski to speak at CODE2HEALTH!The upcoming CODE2HEALTH event is dedicated to the digital transformation of...
18/03/2026

Lukasz Paciorkowski to speak at CODE2HEALTH!

The upcoming CODE2HEALTH event is dedicated to the digital transformation of healthcare and brings together experts from medicine, biotechnology, and modern technology.

Our CEO, Lukasz Paciorkowski, will participate in the CODE2PROFESSION panel alongside Fendler Wojciech, Bartlomiej Grobelski, Aleksandra Swiaczkowska, and Marcin Talar. The discussion will be moderated by Tomasz Schimrosczyk.

𝐖𝐡𝐚𝐭 𝐰𝐢𝐥𝐥 𝐭𝐡𝐞𝐲 𝐝𝐢𝐬𝐜𝐮𝐬𝐬?
During the panel, the experts will share their insights on building a career in the age of AI, identifying future-ready competencies, and exploring real development paths within the medical and biotechnology sectors.

It’s a perfect opportunity to learn how to turn artificial intelligence into real value for both patients and business.

Join us and let’s talk about the future of technology in healthcare!

𝐖𝐡𝐞𝐧: March 27th, 2026
𝐖𝐡𝐞𝐫𝐞: Clinical and Didactic Center of the Medical University of Lodz, Poland.

See you there!

𝐁𝐄𝐄 𝐨𝐟 𝐭𝐡𝐞 𝐌𝐨𝐧𝐭𝐡 𝐢𝐧 𝐭𝐡𝐞 hasztag #𝐑𝐄𝐋𝐀𝐓𝐈𝐎𝐍𝐒𝐇𝐈𝐏 𝐜𝐚𝐭𝐞𝐠𝐨𝐫𝐲: Agata Warkocz!At A4BEE,   is one of our core values - it is what...
18/03/2026

𝐁𝐄𝐄 𝐨𝐟 𝐭𝐡𝐞 𝐌𝐨𝐧𝐭𝐡 𝐢𝐧 𝐭𝐡𝐞 hasztag #𝐑𝐄𝐋𝐀𝐓𝐈𝐎𝐍𝐒𝐇𝐈𝐏 𝐜𝐚𝐭𝐞𝐠𝐨𝐫𝐲: Agata Warkocz!

At A4BEE, is one of our core values - it is what keeps our hive connected and moving forward. The team voted to award the Bee of the Month title to Agata, whose unwavering support and empathetic approach make her the true heart of our team.

Here is why the team recognized her:
👉 𝐒𝐭𝐫𝐚𝐭𝐞𝐠𝐢𝐜 𝐅𝐢𝐧𝐚𝐧𝐜𝐢𝐚𝐥 𝐒𝐮𝐩𝐩𝐨𝐫𝐭: Agata provided invaluable accounting expertise throughout the preparation of documentation and data for our projects. Her commitment proved that a great accountant is a true treasure to any high-stakes project.
👉 𝐑𝐞𝐬𝐢𝐥𝐢𝐞𝐧𝐜𝐞 𝐚𝐧𝐝 𝐆𝐫𝐨𝐰𝐭𝐡: she is known for her persistence and tireless pursuit of goals. Agata never gives up, constantly expanding her knowledge to stay ahead of industry standards while maintaining a "high quality level max" in everything she touches.
👉 𝐀 𝐂𝐮𝐥𝐭𝐮𝐫𝐞 𝐨𝐟 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐒𝐡𝐚𝐫𝐢𝐧𝐠: despite her own heavy workload, Agata is always the first to offer help. Whether it is a quick question or a complex financial issue, she shares her expertise immediately and willingly, ensuring no one is left without support.
👉 𝐓𝐡𝐞 𝐒𝐩𝐢𝐫𝐢𝐭 𝐨𝐟 𝐭𝐡𝐞 𝐓𝐞𝐚𝐦: Agata builds community through her openness and direct contact. Her empathy and positive energy radiate throughout A4BEE, making her a person everyone feels comfortable turning to.

Agata, thank you for your incredible work ethic, your helpfulness, and for being someone we can always rely on. Congratulations!

Join us in celebrating Agata’s well-deserved win!

True digital restoration in a lab environment goes far beyond plugging in hardware. It is about weaving a seamless web o...
11/03/2026

True digital restoration in a lab environment goes far beyond plugging in hardware. It is about weaving a seamless web of connectivity that ensures data integrity from the sensor to the dashboard.

Adrian Urban, our Software Engineer, summarizes the philosophy behind our latest project:
"𝘙𝘦-𝘦𝘴𝘵𝘢𝘣𝘭𝘪𝘴𝘩𝘪𝘯𝘨 𝘢 𝘥𝘪𝘨𝘪𝘵𝘢𝘭 𝘭𝘢𝘣 𝘪𝘯𝘷𝘰𝘭𝘷𝘦𝘴 𝘸𝘦𝘢𝘷𝘪𝘯𝘨 𝘢 𝘴𝘦𝘢𝘮𝘭𝘦𝘴𝘴 𝘸𝘦𝘣 𝘰𝘧 𝘤𝘰𝘯𝘯𝘦𝘤𝘵𝘪𝘷𝘪𝘵𝘺 𝘵𝘩𝘢𝘵 𝘨𝘰𝘦𝘴 𝘧𝘢𝘳 𝘣𝘦𝘺𝘰𝘯𝘥 𝘴𝘪𝘮𝘱𝘭𝘦 𝘩𝘢𝘳𝘥𝘸𝘢𝘳𝘦 𝘪𝘯𝘴𝘵𝘢𝘭𝘭𝘢𝘵𝘪𝘰𝘯. 𝘞𝘦 𝘩𝘢𝘳𝘮𝘰𝘯𝘪𝘻𝘦𝘥 𝘢 𝘤𝘩𝘢𝘰𝘵𝘪𝘤 𝘭𝘢𝘯𝘥𝘴𝘤𝘢𝘱𝘦 𝘰𝘧 𝘥𝘪𝘷𝘦𝘳𝘴𝘦 𝘮𝘢𝘤𝘩𝘪𝘯𝘦𝘴 𝘪𝘯𝘵𝘰 𝘢 𝘴𝘺𝘮𝘱𝘩𝘰𝘯𝘺 𝘰𝘧 𝘥𝘢𝘵𝘢, 𝘦𝘯𝘴𝘶𝘳𝘪𝘯𝘨 𝘵𝘩𝘦 𝘴𝘤𝘪𝘦𝘯𝘤𝘦 𝘤𝘰𝘶𝘭𝘥 𝘤𝘰𝘯𝘵𝘪𝘯𝘶𝘦 𝘸𝘪𝘵𝘩𝘰𝘶𝘵 𝘮𝘪𝘴𝘴𝘪𝘯𝘨 𝘢 𝘣𝘦𝘢𝘵."

By focusing on vendor-agnostic integration, we helped our client resume critical research with an upgraded, more secure digital infrastructure."

The full case study is available in the first comment.

How to avoid a "digital black hole" during lab modernization?Physical reconstruction often severs the vital data links b...
27/02/2026

How to avoid a "digital black hole" during lab modernization?

Physical reconstruction often severs the vital data links between your equipment. For a major Life Sciences R&D hub, a recent renovation meant more than just moving walls. It threatened a complete shutdown of their digital nervous system.

The challenge was to restore 100% connectivity and integrate a heterogeneous mix of legacy and modern equipment from multiple vendors, like Beckman Coulter and Roche, within just 3 months.

We executed a "Digital Resurrection" strategy, bridging the gap between legacy hardware and the future of IoT.

The result? A fully operational, vendor-agnostic ecosystem ready for science teams on Day 1.

Read the full story of how we harmonized this complex lab environment.

💬 Check the link in the comments.

Is your laboratory built on a foundation of flexibility or restricted by a "golden cage"?Many organizations realize they...
26/02/2026

Is your laboratory built on a foundation of flexibility or restricted by a "golden cage"?

Many organizations realize they are trapped in vendor lock-in only when the cost of integrating a single new device exceeds the value of the equipment itself.

Our expert, Klaudia Kozusznik, breaks down this challenge in the latest issue of Świat Przemysłu Farmaceutycznego. This article serves as a strategic roadmap for achieving business independence within the Life Sciences sector.

𝐊𝐞𝐲 𝐢𝐧𝐬𝐢𝐠𝐡𝐭𝐬 𝐟𝐫𝐨𝐦 𝐭𝐡𝐞 𝐚𝐫𝐭𝐢𝐜𝐥𝐞:
🟡 Strategic Autonomy: regain full control over your data and infrastructure while maintaining your existing operations.
🟡 The Power of Interoperability: leverage standards like OPC-UA and MQTT as your primary tools for growth.
🟡 Proven Results: explore a case study on integrating five different bioreactors without a costly overhaul.
🟡 Seamless Compliance: maintain strict CFR 21 Part 11 standards within an open ecosystem.

Modern digitalization should provide the freedom to choose the best tools for your mission. High-performance automation thrives on open standards and scalable architecture.

👇 Read Klaudia’s full article below:



Czy Twoje laboratorium naprawdę jest elastyczne… czy tylko tak się wydaje? Wydaje się, że wszystko działa. SCADA pracuje stabilnie, bioreaktory raportują dane, walidacje są zamknięte. Do momentu, gdy: 🧪 trzeba podłączyć nowe urządzenie, 🧪 pojawia się konieczność integracji z i...

The best algorithms are useless if the people at the lab bench are afraid to turn them on.In our latest project, we iden...
24/02/2026

The best algorithms are useless if the people at the lab bench are afraid to turn them on.

In our latest project, we identified that the barrier to a fully automated lab wasn't technical capability. It was "Black Box Anxiety". Operators kept systems in manual mode because they feared the automation might fail.

Jacek Fischbach, our Delivery Executive, emphasizes that successful digital transformation in Life Sciences requires designing for the human user first:

"𝘛𝘦𝘤𝘩𝘯𝘰𝘭𝘰𝘨𝘺 𝘢𝘥𝘰𝘱𝘵𝘪𝘰𝘯 𝘥𝘰𝘦𝘴𝘯'𝘵 𝘩𝘢𝘱𝘱𝘦𝘯 𝘪𝘯 𝘵𝘩𝘦 𝘴𝘦𝘳𝘷𝘦𝘳 𝘳𝘰𝘰𝘮; 𝘪𝘵 𝘩𝘢𝘱𝘱𝘦𝘯𝘴 𝘢𝘵 𝘵𝘩𝘦 𝘭𝘢𝘣 𝘣𝘦𝘯𝘤𝘩. 𝘉𝘺 𝘢𝘥𝘥𝘳𝘦𝘴𝘴𝘪𝘯𝘨 '𝘉𝘭𝘢𝘤𝘬 𝘉𝘰𝘹 𝘈𝘯𝘹𝘪𝘦𝘵𝘺' 𝘢𝘯𝘥 𝘥𝘦𝘴𝘪𝘨𝘯𝘪𝘯𝘨 𝘧𝘰𝘳 𝘵𝘩𝘦 𝘩𝘶𝘮𝘢𝘯 𝘶𝘴𝘦𝘳, 𝘸𝘦 𝘵𝘶𝘳𝘯𝘦𝘥 𝘥𝘪𝘨𝘪𝘵𝘢𝘭 𝘴𝘬𝘦𝘱𝘵𝘪𝘤𝘪𝘴𝘮 𝘪𝘯𝘵𝘰 𝘥𝘪𝘨𝘪𝘵𝘢𝘭 𝘧𝘭𝘶𝘦𝘯𝘤𝘺, 𝘶𝘯𝘭𝘰𝘤𝘬𝘪𝘯𝘨 𝘵𝘩𝘦 𝘵𝘳𝘶𝘦 𝘱𝘰𝘵𝘦𝘯𝘵𝘪𝘢𝘭 𝘰𝘧 𝘵𝘩𝘦 𝘢𝘶𝘵𝘰𝘮𝘢𝘵𝘦𝘥 𝘭𝘢𝘣."

We achieved this by implementing "shadowing" sessions where digital teams observed scientists to understand their real frustrations. This successfully bridged the trust deficit.

👇 Read the full case study in the first comment below.

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