Monitoring operational data in GMP pharmaceutical environments is key to ensure product quality and regulatory compliance, optimize production processes and reduce costs, and extract KPI useful for decision-makers from a vast amount of collected data.
However, collecting operational data from the field is only the first step: moving from collected data to useful insights requires processing, analysis and aggregation to spot meaningful information which might otherwise go unnoticed.

SIGMA in CleanRooms: the interaction of control systems that generates a wealth of information
SIGMA, Dos&Donts’ software platform for PHARMA 4.0, allows for easy interactions between different control systems, transforming connected systems and individual devices into valuable sources of information.
SIGMA, in fact, records, processes, and analyzes data acquired from all connected control systems and devices and enables holistic data analyses through its advanced data aggregation, comparison, and reporting capabilities. KPIs can be presented and exported in tabular format or through graphical and dynamic reports.
Additionally, SIGMA allows users to easily perform advanced analyses through AI agents, making it possible to identify patterns, anomalies, and insights useful for decision-making and facilitating, for example, preventive maintenance programs.
“Sigma, our proprietary open platform, enables fruitful interaction between multiple Dos&Donts solutions and/or third-party control systems, collecting, combining and reporting all generated data, in line with an holistic approach to contamination control strategies.”
Michele Soana – Strategy & Business Development
The Company

Via Italo Calvino, 7, 20017 Rho – Milano (Italy)
info@dos-donts.com
Tel +39 02 93180718
Fax +39 02 93182568
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Dos&Donts offers engineering expertise and creativity to meet control and safety requirements in controlled environments, anticipating trends and opportunities. Passion for innovation and technology, together with the distinctive quality of Made in Italy, is harnessed to deliver effective and reliable control solutions, always characterized by a touch of freshness and technical finesse.
Innovative solutions by Dos&Donts are installed in many important production sites in Italy, Europe, and worldwide. The Company operates at the intersection of production security, personnel safety, and product quality. Therefore, as cleanrooms evolve, their cleanroom control solutions do too.
Here are some of the areas in which Dos&Donts solutions are currently active:
· Access and paths control
· Production support
· Communication
· Environmental monitoring
· Analytics
· Maintenance
