Page 524 - AI for Good Innovate for Impact

AI for Good Innovate for Impact

2�2 Benefits of the use case

This use case aligns with the use case, as the primary objective of the implementation was to
minimize human interaction to ensure their safety and well-being.

It also aligns with the introduction of the robotic XRF cement analyser, representing a pioneering
innovation in materials analysis. Being the first of its kind in the region, this technology is set to
revolutionize the laboratory testing industry by paving the way for complete automation. This
will result in increased productivity and efficiency

2�3 Future Work

• Planned Automation Expansion
• Future plans include expanding laboratory automation to other labour-intensive test
methods like Concrete, Asphalt, and Soil.
• Resource Needs
• The current AI robot for cement testing requires no immediate upgrades. However, future
implementations will necessitate test-specific requirements and modifications, which are
currently under review.

3 Use Case Requirements

REQ-01: It is critical that the AI-driven robotic cement testing system enable seamless interaction
and knowledge exchange between robotic hardware components (e.g., robotic arm, XRF
analysers, weighing units) and the central data management system for synchronized process
execution and monitoring.

REQ-02: It is critical that the AI system optimize its operational knowledge base dynamically
to adapt testing parameters based on sample type and class, thus enhancing accuracy,
repeatability, and efficiency.

REQ-03: It is critical that the AI system generate comprehensive test reports for consumption
by both human analysts and downstream automated systems.

REQ-04: It is critical that the AI-powered laboratory enable validation and secure distribution
of testing data across integrated platforms, in compliance with international standards such as
BS EN 196-2 and BS ISO 29581-2.

REQ-05: It is critical that the cement testing AI system support modular adaptation to new
material types beyond cement and rock, enabling future expansion to include concrete,
asphalt, and soil.

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