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AI Implementation & Benchmarking

Applying AI responsibly in regulated cargo operations.

Artificial intelligence can help organisations process information, streamline workflows and support operational decisions.

In safety-critical environments, however, successful implementation requires more than selecting a model. It requires appropriate evaluation, reliable information, controls and human oversight.

NCB and Hazcheck combine dangerous goods domain expertise with practical AI development and evaluation experience.

Discuss an AI project Explore DGEval

How we can help

  • Opportunity assessment Identify where AI could improve existing workflows and where conventional software may be more appropriate.
  • Model and solution evaluation Assess AI performance against representative industry tasks and requirements.
  • Regulatory data integration Explore approaches that connect AI systems with structured regulatory data and established validation tools.
  • Workflow implementation Develop practical processes that combine automation, review and appropriate controls.
  • Ongoing evaluation Consider performance measures, error handling and governance requirements.

Informed by DGEval

Our DGEval research examines how large language models perform on dangerous goods regulatory questions, highlighting both opportunities and limitations.

The research reinforces the importance of task-specific evaluation, access to reliable regulatory information and appropriate oversight.

Responsible by design

We focus on practical, measurable uses of AI rather than assuming that generative models can independently determine regulatory compliance.

Our own AI-assisted products include Hazcheck Extract for Dangerous Goods Declaration processing and Hazcheck Detect for cargo screening.

Discuss an AI project

Tell us about your organisation and what you would like to achieve, and our specialists will recommend the right approach.

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