Shaping Uber's Ethical AI Production Guidelines

As advancements in generative AI accelerated, Uber faced a critical operational and brand challenge: a lack of unified guidance on AI-first creative production.

Teams urgently needed topical rules to navigate the ethical and legal responsibilities—such as those outlined in the EU AI Act—of generating branded visuals. Without a clear framework, we risked exposing the business to legal and PR issues by prioritizing efficiency over authenticity. We proactively identified the dangers of scaling too quickly—specifically the threat of forcing localization by altering cultural markers or modifying a subject's likeness without consent.

The Approach

To embrace our mission of “reimagining the way the world moves for the better,” we recognized that we must focus on real people and their everyday lives. I spearheaded the development of comprehensive Ethical Representation Guidance to serve as a clear, straightforward playbook for internal and external teams. The goal was to scale creativity and local relevance using AI, without ever losing our authenticity or failing our contractual obligations.

This initiative required cross-departmental alignment—bridging Brand, Marketing, Regions, Operations, and leadership—to move these standards from mere best practices to formalized corporate policy.

Strategic Pillars & Core Directives

The more sensitive the subject, the more our work had to reflect the care we hold for human connection. We established strict "Do's and Don'ts" across several key audience categories:

1. Authentic Representation of Drivers, Couriers, and Shoppers (people who earn on Uber)

• Absolute Requirement: Earners must always be represented by real people when their likeness is visible or recognizable, particularly in hero content.

• Respecting Lived Realities: An earner’s cultural identity must never be artificially altered to force local relevance. For example, a New York courier cannot be AI-altered with different styling to fit a Middle Eastern market.

• Permitted AI Use: GenAI is restricted to non-identifiable elements such as background figures, atmospheric enhancements, props, and format adaptations.
  

2. Preserving Merchant Trust

Merchants' businesses represent their lives and communities; cutting corners on their authentic representation erodes consumer trust. While AI can be used to adapt environments or product positioning within real photography, the actual identity of real-life merchants cannot be altered.

3. Protecting Minors

Because minors cannot consent to the manipulation of their likeness, we instituted a strict rule: filmed or photographed children may never have their appearance altered using GenAI without guardian permissions. Fully virtual, entirely fictional youth characters are permitted only for scale or localization.

4. Strategic Generation of Human Likeness

While preserving authentic representation is mandatory for Earners and recognizable individuals, the framework defined clear, approved pathways for leveraging a "virtual cast" to scale production:

• Fictional Consumers & Merchants: Fully AI-generated, fictitious adults (18+) and fictitious merchants are permitted for general representation, enabling scalable content without requiring talent contracts.

• Fictional Youth: Virtual, AI-generated youth characters are permitted for scale or localization, provided they are entirely fictional and not derived from real children.

• Digital Twins: Generating digital twins of real adults requires explicitly documented contractual rights.

• Partial Representation: Across all audience categories, GenAI is approved to generate non-identifiable human elements, such as close-ups of limbs, silhouettes, or background figures without recognizable faces.

Business Impact & Value Delivered

By establishing this governance structure, we transformed our creative operations from a fragmented, high-risk approach to a unified strategy of Authenticity at Scale.

• Mitigated Risk: Protected economically vulnerable audiences from identity distortion and eliminated non-consensual likeness alterations.

• Empowered Execution: Provided clear documentation to internal and external teams, moving execution consistency from 30% to 100%.

• Human-First Creativity: Positioned AI strictly as a tool to scale local relevance and enhance environments, preserving the fundamental trust and care of human connection at the core of the brand.