Global AI Assurance Pilot

Technical Testing of Generative AI Applications

The AI Assurance Pilot is a global initiative launched in February 2025 to help codify emerging norms and best practices around technical testing of Generative AI applications.

The pilot will: 

  • Pair AI assurance and testing providers with organisations deploying Generative AI applications
  • Focus on technical testing of the real-life application (not the underlying foundation model)
  • Use the lessons learnt from specific examples to create generalisable insights on “what and how to test”

Participants

From different countries, representing diverse industries and use cases

Pilot Scope

Type of Use Cases

  • Live or soon-to-launch Generative AI applications
  • Impacting individuals through automated or semi-automated recommendations or decisions

Risk dimensions to consider during testing (not exhaustive)

  • Safety and Health risks
  • Unfair treatment of staff/ customers/ citizens
  • (Lack of) Transparency and recourse
  • Inappropriate Data disclosure
  • Malicious use
  • Other security risks
  • Trust/ reputation concerns
  • Financial loss
  • (Lack of) Appropriate level of human oversight
  • Breach of other Industry-specific (non-AI) regulatory requirements
  • Breach of other Internal compliance requirements

What’s in it for you?

For AI assurance and testing
vendors

  • Experiment with new delivery & business models
  • Help shape global AI assurance best practices
  • Showcase expertise at Asia Tech x Singapore 2025

For firms deploying Generative AI applications

  • Assess the value of external assurance in making your AI enabled products/ services trustworthy
  • Help shape internal standards around AI testing (even when external assurance is not in play)
  • Showcase experience at Asia Tech x Singapore 2025

Targeted outcomes

Key milestones

Feb

Expression of interest and confirmation of participation (Closed)

Mar - Apr

Technical testing of Generative AI application

May

Consolidate insights and showcase at Asia Tech x Singapore 2025

Pilot Participants

Resources

01

Read the Primer

02

Read detailed write-up

Still interested for opportunities in future?

Email us

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Preview all the questions

1

Your organisation’s background – Could you briefly share your organisation’s background (e.g. sector, goods/services offered, customers), AI solution(s) that has/have been developed/used/deployed in your organisation, and what it is used for (e.g. product recommendation, improving operation efficiency)?

2

Your AI Verify use case – Could you share the AI model and use case that was tested with AI Verify? Which version of AI Verify did you use?

3

Your reasons for using AI Verify – Why did your organisation decide to use AI Verify?

4

Your experience with AI Verify – Could you share your journey in using AI Verify? For example, preparation work for the testing, any challenges faced, and how were they overcome? How did you find the testing process? Did it take long to complete the testing?

5

Your key learnings and insights – Could you share key learnings and insights from the testing process? For example, 2 to 3 key learnings from the testing process? Any actions you have taken after using AI Verify?

6

Your thoughts on trustworthy AI – Why is demonstrating trustworthy AI important to your organisation and to any other organisations using AI systems? Would you recommend AI Verify? How does AI Verify help you demonstrate trustworthy AI?
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