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HAPPENING!
We partner with leading brands to harness human empathy for meaningful business impact.

AI Ethics & Inclusivity

We help organizations design AI responsibly from day one, ensuring fairness, transparency, and inclusivity are built into the system, not patched on later.

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25+

Clients

500+

Projects

(01)

How we do it?

A design-led approach to building fair, transparent, and inclusive AI systems users can trust.

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We identify ethical risks early.

We assess data, decision points, and user journeys to uncover bias, exclusion, and high-risk AI behaviors.

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We design for inclusivity by default.

We create interaction models and UX patterns that work across diverse users, abilities, and edge cases.

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We make AI decisions understandable.

We design transparency and explainability into the experience so users can question, trust, and act with confidence.

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We establish governance and guardrails.

We define principles, review mechanisms, and decision frameworks to help teams build AI responsibly at scale.

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Our UX Design Toolkit

Our approach embeds ethics, inclusivity, and transparency into AI experiences; from data and UX to governance and decision-making.

We evaluate systems and data to identify areas where bias, exclusion, or high-risk decisions may occur.

  • Data source and training assumption review

  • Bias detection across user groups

  • High-risk decision-point analysis

  • Ethical risk mapping

  • Priority risk area identification

    • We design AI experiences that work across diverse users, contexts, and abilities.

  • Inclusive UX pattern design

  • Accessibility-aware interaction models

  • Edge-case and vulnerable user safeguards

  • Inclusive behavior guidelines

  • Experience equity checks

    • We create clear, human-centered ways for AI systems to communicate decisions.

  • Explainability level definition

  • Decision transparency patterns

  • Trust-building interaction models

  • User feedback and override mechanisms

  • Communication and disclosure guidelines

    • We establish principles and guardrails that enable teams to build responsibly at scale.

  • Ethical design principles

  • Decision-making guardrails

  • Review and accountability frameworks

  • Responsible AI checklists

  • Governance and maturity inputs

    • Get the best advice from our top talented subject experts. Any time. Any matter.

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    project showcase

    (03)How we utilized this service in our project?

    BURNCO

    BURNCO

    Qualizeal

    Qualizeal

    UX India

    UX India

    success stories

    (02)Our Impact and Results Success stories from our clients

    Technology

    Qualizeal

    Happening worked with QualiZeal, a Texas-based Quality Engineering Firm to establish a new brand identity that set them up on a $20 Million growth path.

    Our services with the new brand identity enabled them to win their biggest multi-million account to date.

    Qualizeal

    Telecom 5G

    Ananki

    Happening worked with Ananki to design a Connected Edge private enterprise 5G platform for Ananki in 9 weeks! This included mastering the 5G domain, establishing the vision, dealing with complex flows, and designing 100’s of screens!


    The end-to-end, clickable prototype enabled Ananki to secure a multi-million dollar project from a US government agency and enabled them to win clients to sell their 5G platform before the development was completed.

    Ananki

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    Projects

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    Industries Served

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    Clients

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    Services Offered

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    Team members

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