Machine
Readability
Intelligence

Audit how leading generative AI models portray your brand, company, executives, issues or sector—and design earned and owned strategies to influence how machines represent you.
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Audit how leading generative AI models portray your brand, company, executives, issues or sector—and design earned and owned strategies to influence how machines represent you.
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See how AI really sees you

See how AI really sees you

Generative AI models now shape billions of searches, conversations and creative outputs—yet most organizations have little insight into how they’re portrayed. Our proprietary MRI audit surfaces your machine-visible footprint across model outputs and provides clear, strategic guidance to reshape it.

Shaping the story machines repeat

Powered by Machine Readability Intelligence, we design bespoke earned, owned, technical and UX interventions to recalibrate how your brand appears in AI-generated content. MRI makes your machine reputation visible—and actionable—before automated systems define it for you.
Expanding our perspective

Featured work

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Global Technology Manufacturer

Organizational empowerment through Gen AI

I/O defined comprehensive Gen AI adoption strategies to accelerate broad-scale adoption.

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Qatar Airways

Star in your own AI adventure

A world technology first, using AI to place the audience in the ad and grow fame for Qatar Airways.

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Sovereign Wealth Fund

AI powered message testing

I/O helped a leading sovereign wealth fund manage risk, through rapid AI-enabled messaging for high-stakes scenarios.

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Ready to help

Whether you’re at the starting line or well down the track, our no-nonsense team is ready to help.

Patrick Chaupham picture Patrick Chaupham Global Lead, I/O Consulting
Michael Connery picture Michael Connery Global AI Acceleration Lead
James Robertson picture James Robertson AI Acceleration Lead, EMEA

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