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The intersection of artificial intelligence and biology presents immense opportunities for transforming bioprocess development. As the biotech industry continues to evolve, data-driven innovations are critical to optimizing biologics manufacturing. High-quality datasets stand at the forefront of this transformation, empowering researchers to make informed predictions and advance therapeutic discoveries. As AI tools become more commoditized, the focus shifts toward generating robust and extensive datasets to maximize the potential of machine learning in biological applications.

Miniaturization has emerged as a vital enabler in this data-driven approach. Miniaturized systems allow researchers to conduct thousands of tests in an area no larger than the palm of your hand. This drastic reduction in material and resource requirements makes high-throughput screening feasible, economical, and scalable.

Traditional liquid handling robots can manage thousands of tests per day, but each test requires considerable amounts of material, usually leading to high costs. Conventional systems can cost anywhere from $10 to $100 to get a single genotype sequence from discovery to sequencing. Miniaturization can bring these costs down to mere pennies per data point, making it possible to scale the dataset size exponentially.

Key takeaways from our discussion:

• The future of AI in biology relies heavily on large, well-annotated datasets. Without them, the full potential of AI remains untapped. High-quality data enables more accurate predictions of protein structures and functions.
• Success in bioprocess development often involves collaboration with partners across the value chain. By working together, companies can leverage their unique strengths and expertise to overcome barriers and innovate more efficiently.
• Advancements in miniaturization technology allow for high throughput screening at reduced costs. This shift makes it viable to generate large datasets, speeding up the pace of discovery and making AI-driven predictions more accessible.

This episode is essential for anyone eager to explore the transformative fusion of AI and biotechnology. Jeremy Agresti highlights the future of bioprocessing at the intersection of high-throughput screening, miniaturization, and AI, revealing how these innovations are solving complex challenges, driving breakthroughs, and shaping the future of science and medicine.

Connect with Jeremy Agresti:

LinkedIn: www.linkedin.com/in/jeremy-agresti-88546850/

Triplebar: www.triplebar.com

Next Steps:

Wondering how to develop biologics with peace of mind? Schedule your free assessment to propel your success: https://bruehlmann-consulting.com/assessment

Develop biologics better, faster, at a fraction of the cost with our Fractional CTO services. Curious? Learn more at https://bruehlmann-consulting.com

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Bioprocess development is transforming the biotech industry, driving innovations in life-changing therapies. Success hinges on simplifying complex mechanisms and adopting advanced technologies. By integrating high-throughput screening and artificial intelligence, we can streamline workflows, reduce trial-and-error, and speed up biologics development. Embracing cutting-edge tools empowers scientists to maximize biology's potential, delivering efficient and impactful biotech solutions.

In this episode of The Smart Biotech Scientist Podcast, host David Brühlmann explores these transformative methodologies with Jeremy Agresti, CTO and founder of Triplebar.

Jeremy highlights the future of bioprocessing at the intersection of high-throughput screening, miniaturization, and AI. With tools that enhance predictability, scalability, and efficiency, Triplebar is set to transform biotechnology. By reimagining traditional methods, improving inputs, and leveraging modern technology, companies like Triplebar are driving a new era in bioprocessing, offering innovative solutions to complex biological challenges.

Key Takeaways:

Jeremy challenges the traditional view of scale-up issues, emphasizing that many problems can be solved at a smaller scale with better engineered strains and cell lines.

By creating tiny bioreactors of droplets, Triplebar is able to perform high throughput screening, testing millions of mutations quickly and efficiently, and providing robust solutions for complex biological functions.

The integration of massive data sets with AI allows for improved enzyme and protein design, unlocking the potential to innovate even when foundational understanding is limited.

Ready to dive deeper? Join the journey of transforming bioprocess development with smart insights and pioneering spirit. Catch up with Jeremy’s full story via the latest episode of the Smart Biotech Scientist podcast.

Connect with Jeremy Agresti:

LinkedIn: www.linkedin.com/in/jeremy-agresti-88546850/

Triplebar: www.triplebar.com

Next Steps:

Wondering how to develop biologics with peace of mind? Schedule your free assessment to propel your success: https://bruehlmann-consulting.com/assessment

Develop biologics better, faster, at a fraction of the cost with our Fractional CTO services. Curious? Learn more at https://bruehlmann-consulting.com

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Is your bioprocess facility wasting precious time and resources on traditional weighing system calibrations? In this eye-opening episode, Anders Tvegaard, COO of Eilersen Electric, reveals how digital load cell innovation is revolutionizing bioprocess monitoring and validation.

Discover why weighing systems aren't the commodity technology you might think they are, and how choosing the right solution can dramatically reduce deviations and maintenance costs. Anders shares groundbreaking insights about Eilersen's water-free calibration system, which has helped customers save over a million liters of water and 700 man-hours in tank calibration time.

Key takeaways:

• Why a single weighing system deviation can cost facilities $10,000+ in quality management alone
• How new digital load cell technology enables continuous monitoring during mobile vessel transport
• The game-changing advantages of water-free calibration for single-use systems

Ready to transform your bioprocess monitoring strategy? Listen now to learn how modern weighing technology can protect your products and streamline your operations.

Connect with Anders Tvegaard:

LinkedIn: https://www.linkedin.com/in/anders-tvegaard-3305a1

Eilerson: https://eilersen.com

Next Steps:

Wondering how to develop biologics with peace of mind? Schedule your free assessment to propel your success: https://bruehlmann-consulting.com/assessment

Develop biologics better, faster, at a fraction of the cost with our Fractional CTO services. Curious? Learn more at https://bruehlmann-consulting.com