Fuel Your Lab’s AI With High-Fidelity Data

Posted by:
Martin Galic
Published on:
Aug 14, 2025
Meet us at this year’s Swiss Automation event in Rapperswil on Thursday 11 September 2025. This prestigious event, held at the OST – Eastern Switzerland University of Applied Sciences, brings together experts and companies at the cutting edge of automation in the medical and life science sector. With the key focus on artificial intelligence (AI), Swiss Automation promises to showcase the latest breakthroughs in AI-driven innovation.
Secure one of our limited entry tickets now!
Smart automation starts – and succeeds – with reliable and reproducible data
Industry analyses often repeat the adage “garbage in, garbage out”: even state-of-the-art algorithms fail when they ingest incomplete or noisy training sets. Recent reviews of machine-learning deployments in laboratory medicine reach the same conclusion: data quality, validation, and standardization remain the chief roadblocks to real-world adoption. Independent surveys likewise show that high-precision, representative datasets are the single biggest determinant of AI model reliability.
How HSE•AG turns workflows into AI-ready data
Because predictive models thrive on reliable inputs, we at HSE•AG focus on capturing clean, structured data directly at the bench. By mapping each step of your laboratory workflow, we integrate modules that transform routine processing into a continuous stream of QC-tagged, metadata-rich measurements – perfect fuel for robust AI models.
What does a compact on-deck module deliver for your data-centric lab?
- eviDense UV Photometer
Precision absorbance readings for concentration and purity of DNA/RNA – exported straight to your LIMS. - eviFluor Duo Fluorometer
Dual-channel fluorescence detection with pg sensitivity and automated QC flags.
Benefits and impact of AI on next-generation sequencing workflows
On-deck QC modules deliver real-time automation feedback, enabling adaptive process control of your workflows. The structured QC data they generate allow for prediction of sequencing outcomes, ensuring that low-quality samples do not pass through the sequencing process. This results in less waste and more accurate sequencing reads.
The synergy of engineering and biology – that sets us apart
Our unique approach of combining device technology with biological processes is at the core of our engineering services. We have expertise in a variety of technologies including NGS, PCR, capillary electrophoresis, liquid handling, and sample preparation.
Experience game-changing innovations up close
Meet us at Swiss Automation 2025 and take advantage of this unique opportunity to see our pioneering solutions live.
Our team of experts will be on hand to answer any questions you may have about these and other products and technologies. Whether you are interested in learning more about our diagnostic platforms or automation solutions, our team is ready to help you find the right solutions for your needs.
Why should you partner with us?
We have over 30 years of expertise in molecular diagnostics, protein analysis, and cell analysis. Our modular approach based on the use of optimized modular units reduces the time and effort required for development, registration, and life-cycle management (LCM) and decreases COGS (Cost of Goods Sold).
Limited entry tickets
Reserve one of our limited entry tickets and arrange a personal meeting with our experts at the event.
Let’s meet and collaborate
Join us at the Swiss Automation 2025. Schedule a meeting with us and let’s drive innovation in laboratory medicine together.