(Chromatography, Flow Cytometry, Spectrometry)
The “Instrument to Insight” solution is a comprehensive approach to streamline scientific and research data analysis, making it easier to extract valuable insights and accelerate the drug discovery process. The solution utilizes a combination of cutting-edge technologies, including ELN (Electronic Lab Notebooks), LIMS (Laboratory Information Management Systems), and structure and image analytics, to access, parse, and analyze data from a wide range of sources, including proprietary and unstructured data, data libraries, instruments, and lab equipment.
The process begins with data acquisition and parsing, which involves ingesting and processing raw, unstructured data from various sources. The data is then related and parsed into structured and secured data, which can be easily accessed and analyzed using research applications, predictive analytics, and cloud-based APIs. The solution also includes advanced analytics and modeling capabilities, including AI/ML (Artificial Intelligence/Machine Learning) modeling, to help researchers make more informed decisions.
The “Instrument to Insight” solution also addresses the challenges associated with intellectual property, data security, and integrity, ensuring that data is validated and secured throughout the entire drug discovery process. It also provides powerful visualization and analytics tools, including structure search, comparisons, control charting, and method viability, to help researchers gain a deeper understanding of their data and make informed decisions.
With “Instrument to Insight,” researchers can increase their throughput by over 50% and reduce lead selection time by over 50%. The solution also helps to improve business architecture, reduce overhead costs, and enhance data accessibility, enabling researchers to gain valuable insights and accelerate the drug discovery process.
Scientific & Research Data
CROs, Collaborators
Data Libraries
Instruments
Reagents, MSDS
Lab Equipment
Proprietary Sources
Raw, Unstructured data
Not easily available/usable
Volume of Data
Standardized
Parsed and related
Structured & Secured
Cloud Access & APIs
ELN, LIMS
Research Applications
Programmatic Access
Validated Data
Secured Data
Structure & Image Analytics
Predictive Analytics
Insights & Visualizations
Modeling, AI/ML Ready
Decision Support
(Chromatography, Flow Cytometry, Spectrometry)
80% data is not readily accessible
Overhead cost of drug discovery
Complex calculations, manual processing
Proprietary and unstructured data
Lack of visualizations/analyzations
Product, data security and integrity
Inter disciplinary (biology, chemistry, biotechnology, bioinformatics)
Digital overlay (GEN Z talent)
ELN, LIMS, Registers & Studies
Access source & results data (chromatogram, peak tables, flow cytometric)
Data acquisition, parsing & ingestion
Structured & segmented (sample sets, projects, operators, studies, protocols)
Visualization & Analytics (structure search, comparisons, control charting, method viability)
Validated, secured and AI/ML modeling
50% Increase in throughput
50% Reduction in lead selection
(unstructured data)
(structured data)
(standard, API)
(Search, Research)
80% data is not readily accessible
Overhead cost of drug discovery
Complex calculations, manual processing
Proprietary and unstructured data
Lack of visualizations/analyzations
Product, data security and integrity
Inter disciplinary (biology, chemistry, biotechnology, bioinformatics)
Digital overlay (GEN Z talent)
ELN, LIMS, Registers & Studies
Access source & results data (chromatogram, peak tables, flow cytometric)
Data acquisition, parsing & ingestion
Structured & segmented (sample sets, projects, operators, studies, protocols)
Visualization & Analytics (structure search, comparisons, control charting, method viability)
Validated, secured and AI/ML modeling
50% Increase in throughput
50% Reduction in lead selection
(unstructured data)
(structured data)
(standard, API)
(Search, Research)
EZEN is a provider of digital transformation services and solutions to the healthcare industry, serving providers, life sciences (pharmaceuticals and medical devices), and technology firms (serving provider and life sciences markets).
EZEN makes an ideal partner for organisations looking at both transactional and transformational IT and Digital solutions because of its core capabilities, great human resources, commitment to quality, and the infrastructure to deliver a wide range of technology, consulting, and global staffing solutions and services, 24/7.