Transforming Bioprocessing with AI

DataHowLab is unique in the market from both a technological and functional perspective. Many bioprocess data analytics leverage statistical models, which are effective but which have limitations when compared to DataHows hybrid AI-modeling engines.

Other tools take a mechanistic approach, relying on formulas which describe known dynamics but which struggle in domains where knowledge incomplete, such as in the complex domain of bioprocessing.

Applying a purely machine learning approach is impractical, nor economically viable, given the high cost of generating experimental data and the high volume of data required to bring machine-learning models into their sweet spot.

DataHow's hybrid AI models combine the best of both words - combining a mechanistic backbone (which decribes and codes for known process dynamics), with data driven models which learn from the smaller area of unknowns. 

DataHowLab is also unique in how it delivers these technologies. More than a tool, DataHowLabs user friendly, structured environment provides a structured approach to applying digital process analytics and development. 

DataHowLab has been designed for process scientists - not data scientists. Advanced technologies and AI-models serve the needs and goals of process development within an environment that supports users with workflows, automations, and intuitive UX.

The software more is than a technology tool kit, its a powerful digital process development solution which provides a clear digital development framework to maximise process design, analysis, and optimization.

DataHowLab empowers scientists with their own data.

DataHowLabs technologies and applications have been developed through close collaborations with industry for over a decade.

DataHow has analysed hundreds of process data sets and deeply understands the needs and challenges that bioprocessing faces. The software is the result of this - a process agnostic software which applies advanced technologies to meet the challenges of bioprocessing in a way that makes sense to bioprocess professionals.

To see the impact of the software on your own process, we offer a 1-month Proof of Value where we will analyse your process with DataHowLab towards a defined goal. 

While the impact will vary from operation to operation, feedback and results from our customers speak for themselves:

• Process insight: Understand your process like never before. The insight and knowledge generation is the foundation of DataHowLabs value.
• More efficiency: Maximising learning per experiment means you can reduce experiments, saving time and cost.
• Process performance: Higher titers and overall yields, increased process robustness, increased product quality.
• Consistency: DataHows digital development framework provides a systematic, data driven approach that supports the development of great processes over and over again.

There is only one way to find out! Speak to our team and start a 1-month proof of value!