GenAI-Powered Lab Data Analysis & Knowledge Extraction

Service Overview

Scientific and industrial research teams are challenged by the growing volume of lab data, inconsistent reporting, and disconnected knowledge bases. Manual analysis and documentation slow research velocity and hinder reproducibility.

Dedicatted’s Intelligent Lab Data Analysis & Knowledge Extraction solution automates lab report generation, incident review, and documentation using AWS Generative AI services, including Amazon Bedrock, Amazon Textract, and LLM-based summarization models. The solution transforms complex lab datasets into structured reports, integrates relevant historical context, and streamlines scientific workflows.

Ideal for research labs, R&D departments, diagnostics teams, and academic institutions.

Proven Delivery Process

We follow a structured and efficient approach, refined through past successful projects:

• FREE 2-Hour Workshop – We begin with a complimentary session to assess your data sources, research goals, and lab report workflows.
• Solution Design & Planning – Based on the workshop insights, we provide a detailed solution architecture, timeline, and cost estimate.
• Project Kickoff – Once approved, the implementation follows these key steps: AWS Infrastructure Setup – Deploying the necessary cloud environment.
  • Large Language Model (LLM) Evaluation – Testing and selecting the best AI model for lab data classification and knowledge extraction.
  • Automated Scientific Report Generation – Extracting and summarizing key insights from lab datasets.
  • Knowledge Base & Historical Data Integration – Enhancing AI capabilities with past research and contextual references.
  • Custom Workflow Adaptation – Optimizing AI pipelines to fit specific research domains and analysis types.
  • Testing & Optimization – Ensuring performance, compliance, and processing accuracy.
  • Handover & Knowledge Transfer – Delivering the final solution with training and support.

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