Pharma Case Studies

Challenge

A deviation in the production process or an incident reported by a product on the market can stop the release or sale for the duration of the investigation and its resolution.

Investigative research has to be done on original reports, records and documentation that is available in hard copy or digital scans. Long investigations are the result if documents are not easily searchable and analyzable.

Fast resolution of investigations is necessary to prevent financial losses.

SearchInk Offering
  • Semantically clustering reports
  • Extracting the relevant data (including handwriting)
  • Exporting the data to subsequent client applications.
Core Functionalities
ClusteringClustering

Classification of Arbitrary Files

Semantic-MappingSemantic-Mapping

Semantic Recognition & Extraction

MappingMapping

Data-Driven Content Mapping

Modules
OCR-HTROCR-HTR

Optical & Handwritten Character Recognition

Challenge

Prior to implementing a large scale production process, an evaluation to define the optimal production process is necessary.

Data for this evaluation are extracted from handwritten protocols and frequently only a subset of protocols are used for this evaluation.

Analysis and selection of optimal process is done manually.

SearchInk Offering
  • Data is searchable and faster accessible
  • All available data can be used
  • Algorithm can provide additional information
  • Faster and higher quality of decision making process
Core Functionalities
ClusteringClustering

Classification of Arbitrary Files

Semantic-MappingSemantic-Mapping

Semantic Recognition & Extraction

MappingMapping

Data-Driven Content Mapping

Modules
OCR-HTROCR-HTR

Optical & Handwritten Character Recognition

Challenge

Testing of pharmaceutical products are increasingly outsourced to CROs (contract research organizations)

Data is only provided in a processed form included in a final report. The original documentation is partly handwritten and only available as scans

Access and analysis of data is time and resource consuming

SearchInk Offering
  • Data is searchable and faster accessible
  • All available data can be used
  • No changes in laboratory procedures necessary at CRO
  • Provides CRO with additional sales argument
Core Functionalities
ClusteringClustering

Classification of Arbitrary Files

Semantic-MappingSemantic-Mapping

Semantic Recognition & Extraction

MappingMapping

Data-Driven Content Mapping

Modules
OCR-HTROCR-HTR

Optical & Handwritten Character Recognition

Challenge

Assuring patient privacy during clinical studies as personal information of patients is combined with their clinical / medial documentation.

Incident reports need to processed fast with all data immediately available

Currently this information is processed by CRA (Agents) into electronic systems.

SearchInk Offering
  • An automated system assures full patient privacy
  • High data quality (exclusion of human error)
  • Fast and comprehensive data availability
  • Faster and higher quality of decision making
Core Functionalities
ClusteringClustering

Classification of Arbitrary Files

Semantic-MappingSemantic-Mapping

Semantic Recognition & Extraction

MappingMapping

Data-Driven Content Mapping

Modules
OCR-HTROCR-HTR

Optical & Handwritten Character Recognition

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