mirro has based its guidelines for ethical and responsible AI development on UNESCO’s recommendations.
Click here for the details about Microsoft’s alliance with UNESCO.

Dignity
At mirro.ai, a healthcare product powered by emotional intelligence, our core value is to uphold and strengthen human dignity. We design our AI to support compassionate care, ensuring every patient interaction is treated with empathy, respect, and humanity.
We achieve this by following these guidelines:
- Reporting AI’s results as possible perceptions instead of absolute judgments.
- mirro.ai is designed to support providers with empathy.
- Providing positive reinforcement and encouragement.
- Using respectful language in all situations.

Diversity and Inclusion
At mirro.ai, our mission is to foster meaningful connections and understanding across diverse communities. By enhancing communication through empathetic AI, we aim to bridge gaps in care, promote equity, and support providers in delivering compassionate, culturally sensitive healthcare, no matter where or who they serve
We achieve this by following these guidelines:
- We strive to use bias-free data to train our AI systems.
- We strive to develop our AI systems as language and accent-agnostic for providing support to the larger world population.
- We strive to support people with disabilities by providing multi-modal products (audio, video, images, and words).
- We strive to support people of neural diversity by providing relatable emotional cues.
- We strive to make our solution accessible and affordable to all of the world population by adopting local standards and regulations.
- We strive to get data samples from diverse countries, with particular attention to the needs and contributions of low-and middle-income countries (LMICs), including but not limited to least developed countries (LDCs), landlocked developing countries (LLDCs) and small island developing States (SIDS).

Transparency
mirro.ai strives to create explainable AI systems where a person can understand how our AI systems have made a certain observation and how it has interpreted it.
We achieve this by following these guidelines:
- mirro provides precise time-stamped feedback during patient-provider interactions, enabling a transparent and data-driven approach to improving communication, documentation, and clinical decision-making.
- We keep descriptions of the data used to train our AI systems.
- We predominantly use supervised learning algorithms to train our AI systems. Supervised AI produces explainable results.
- Occasionally, we use creative, non-supervised AI, and we have human coaches manually review the creative AI work to ensure it adheres to all the standards listed in this document.

Privacy
mirro.ai is a healthcare product built on the core ethics of privacy and trust.
We are committed to maintaining the confidentiality of every patient interaction, adhering to HIPAA and industry-leading data protection standards. Designed with emotional intelligence at its core, mirro.ai empowers providers to deliver care that is not only clinically effective but also deeply compassionate—while safeguarding the trust that patients place in their care teams.
We achieve this by following these guidelines:
- We do not use the user’s know-how to sell them any products or services.
- We use the user’s data for our training purposes only if the user consents to do so.
- We let users delete their data from our systems at will, and such data is permanently deleted from our systems.
- We take all the safety measures in our backend systems to make our data safe and free from cyber-attacks.

Assessment and Enforcement
mirro.ai has an internally designated AI Ethics Officer whose charter is to ensure mirro’s products and team is following these guidelines:
We achieve this by following these guidelines:
- Every mirro team member is made aware of these guidelines.
- Quick rectification of any deviation from these guidelines.
- Updating these guidelines as per the new guidelines, rules, and regulations.

