For more than 30 years, HMS Analytical Software GmbH has supported its customers in solving analytical challenges through a combination of <b>tailored, future-proof cloud architectures and state-of-the-art analytical approaches</b> in the area of AI and machine learning.

<h2>Our offering and your benefit</h2>
HMS has allowed its customers in the manufacturing industry to benefit from this development and to <b>unlock untapped potentials by realizing smart manufacturing business cases</b> including:
<ul>
<li>Increased operational transparency</li>
<li>Automated anomaly detection</li>
<li>Predictive maintenance </li>
<li>Design of experiment (DoE)</li>
<li>AI/ML-assisted process control</li>
<li>Quality prediction & smart quality control</li>
<li>Yield optimization</li>
</ul>
Thanks to these initiatives, HMS customers were able to gain valuable insights about their production processes and increase key parameters and desired outcomes (e.g. yield or other specific product characteristics), reduce unplanned downtimes, minimize the number of bad batches and corresponding waste of material and ultimately improve customer satisfaction.

<h2>Our technical approach</h2>
Utilizing Microsoft Azure services and reference architectures, HMS covers the <b>complete project lifecycle from ideation and feasibility analysis to the operationalization of a strategic enterprise-grade manufacturing intelligence platform</b>. Utilizing cloud native principles and an infrastructure-as-code (IaC) implementation approach wherever possible, allows for cost-optimized, seamless and efficient scalability while reducing any maintenance efforts to a minimum.

With a wealth of experience in implementing applications & platforms in the Life Science and other regulated industries, HMS is also well-versed in the area of <b>GLP/GMP/GxP</b> and able to ensure that the proposed solution is tailored to the respective compliance requirements.

Terms, conditions, and pricing are custom to each engagement