Are You Ready for AI? Digital Readiness in the LaboratoryAI to Increase Lab Productivity in Environmental Testing
Oral Presentation
Prepared by J. Mensingh
Labtopia, P.O. Box 1228, Friendswood, TX, 77549, United States
Contact Information: [email protected]; 281-619-2600
ABSTRACT
Are you ready for AI? Digital Readiness in the Laboratory explores how laboratories can prepare for successful AI integration by assessing and strengthening their digital infrastructure. Readiness begins with a clear inventory of data sources, evaluating the digitization of workflows from sample login to final reporting. Key factors include data standardization, accessibility, system interoperability, and instrument connectivity. Laboratories must also assess data quality controls, audit trails, and infrastructure scalability, including cybersecurity measures. By identifying gaps in digital maturity and aligning systems with AI compatibility requirements, laboratories can build a strong foundation for automation, predictive analytics, and enhanced quality control. This presentation outlines a structured approach to evaluate digital readiness and provides actionable steps to support AI adoption that is efficient, compliant, and sustainable.
