Data and Analytics
The Right Decisions Using the Best Lab Data Analysis
Data is your most critical asset. Getting to the point where you can easily and consistently derive value from that data is challenging, given the ever-changing approaches and available technologies. CSols has a data-first mindset and thrives on working with you to facilitate a data transformation and find the hidden potential of your information. We do this with advanced knowledge of data mesh structures; deep learning; machine learning modeling; and predictive modeling. Our data science consultants leverage their expertise in elasticsearch, Docker containers, Power BI, and Apache Spark, among other systems and processes, to provide a solution that works for your organization. Some common questions that often arise are the following:
- How can we reduce the time wasted on data wrangling?
- How can we secure our institutional knowledge, data lineage, and intellectual property, so they are not lost due to employee attrition?
- How can we get a comprehensive view of the organization, so we can make informed decisions about process automation, improve anomaly detection, predict and prevent process deviations, and discover potential data visualization opportunities?
- We have Excel spreadsheets, Word documents, pdfs, databases… it could be years before we see a return on our investment in data cleaning, if we ever do. Where do we even start with organizing this data?
Answering questions like these requires looking across business domains. Data is rarely isolated in its use or value. A data lake or data warehouse may be the answer.
Thinking Comprehensively About Your Data
Technology decisions that are made without a focus on data quality and a wide organizational view as the outcomes, can lead to information-poor critical decision making. Creating unsiloed data streams is challenging, however. The complexity of looking at the potential in big data curated by the many groups involved means that this effort is often an afterthought.
Though it has its challenges, focusing on comprehensive lab data analysis greatly enhances decision-making capabilities and provides a competitive edge. The benefits of an overarching lab data collection strategy outweigh the challenges.
Achievable Key Benefits:
- Eliminate redundant business efforts
- Perform data mining on demand, from anywhere, and at any time
- Access to self-service analytics for the entire organization, rather than a few highly skilled teams
- Explore and derive value from previously untapped data
- Adapt quickly to ever-changing technologies and organizational changes with flexibility and agility
Become The Expert on Your Information
Transform your organization to a data-driven solutions culture with a solid foundation and unlock hidden opportunities within your organization.
Through more than 20 years of working with life sciences organizations, laboratory informatics, master data, and system integrations, CSols has developed a keen understanding of LIMS data management and lab digital transformations. We work with you to simultaneously prioritize access to high-value information and develop a long-term comprehensive data strategy; then we support you in executing that strategy.
We view data, and its potential, as the core foundation of both technology and business decisions. Keeping data at the forefront is a key business advantage.
