Use Cases

Explore how organizations use LuminosAI to identify, test, and mitigate risks in AI systems—before they impact customers, employees, or your business.

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GenAI for Human Resources

Using LuminosAI to validate AI-driven hiring systems

AI-powered recruiting tools introduce serious risks around bias, fairness, and legal compliance. These risks can lead to litigation, regulatory scrutiny, and reputational damage.

The Challenge

Companies today use GenAI to assess potential candidates and score them against open roles. They need to ensure the system does not introduce discriminatory or legally risky behavior.

How LuminosAI Helps

LuminosAI Constitutions rigorously test chatbots for the risks of HR use cases. GenAI systems can be rigorously tested prior to deployment and are continuously evaluated to detect emerging risks.

Outcome

With LuminosAI, every risk from using GenAI in HR contexts can be identified and mitigated. The system can be deployed faster and with more confidence after being tested holistically through LuminosAI receiving approval from legal, privacy, cybersecurity, and AI governance teams.

Customer-Facing Chatbots

Testing chatbots for legal, privacy, and reputational risk

Customer-facing AI systems can expose organizations to significant risk if they mishandle data, provide unsafe recommendations, or generate harmful content.

The Challenge

Companies are using chatbots to answer customer questions and recommend products. They need to ensure the system behaves safely across a wide range of real-world interactions.  

How LuminosAI Helps

LuminosAI provides a range of Constitutions specifically designed for customer-facing AI systems. Customer facing chatbots are tested against risks including:

  • Personal data misuse
  • Provision of professional advice
  • Lack of transparency in recommendations
  • Harmful or inappropriate outputs

Outcome

The data science teams can update and implement guardrails based on testing results. The chatbot can be successfully deployed and continued to be monitored by LuminosAI, all without the risks of generating lawsuits or harm to consumers.

AI-Generated Marketing Content

Evaluating multimodal AI systems for safe content generation

AI-generated marketing content can create legal and brand risks if outputs are inaccurate, misleading, or inappropriate.

The Challenge

Many companies use multimodal AI systems to generate text and video content for marketing campaigns. They need to ensure outputs meet legal and reputational standards, and are safe to be published 

How LuminosAI Helps

LuminosAI marketing Constitutions help to evaluate text, video, and audio outputs for potential risks across multiple campaigns.

Outcome

Companies can  identify and mitigate risks before launch and publishing content. Using LuminosAI, companies can continue ongoing testing throughout marketing campaigns to ensure safe content generation at scale.