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PH1 Expertise

AI Trust & Confidence Review

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PH1 Expertise

AI Trust & Confidence Review

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PH1 Expertise

AI Trust & Confidence Review

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PH1 core capbility

YEARS EXPERIENCE

9 to 10 years

TYPICAL CLIENT

Director of Product, Director of Marketing

NECESSARY TIMELINE

Less than 2 months

BUDGET NECESSARY

Up to $50,000

Our POV

Trust isn’t a brand claim—it’s behavior. If customers hesitate, double-check, abandon, or stop relying on a feature, confidence is failing. In AI-era experiences this can happen even when outputs look fine. PH1 pinpoints the moments trust breaks, explains why, and turns them into concrete experience changes that increase reliance and successful completion.

What We Do

We identify the decision moments where users lose confidence—where they hesitate, abandon, or stop relying on the product—and diagnose the causes (unclear expectations, missing feedback, inconsistent behavior, or confusing presentation). We then recommend practical changes that reduce hesitation and define how to validate that trust, completion, and repeat use increased after improvements.

What We Deliver

  • Trust/confidence breakdown map

  • Ranked trust blockers with recommended fixes

  • Evidence summary from user behavior

  • Validation approach to confirm confidence improves

When This is Essential

  • Users try it once but don’t rely on it again

  • Feedback is “unclear” or “I don’t trust it”

  • Adoption plateaus despite iterations

  • Credibility concerns are rising internally

Combine With These Services

  • AI UX Task Success Evals — Links confidence drops to task failures in real flows.

  • AI Failure Pattern Mapping + Ranking — Prioritizes the failures that erode trust most.

  • Customer Journey Mapping + Redesign — Removes trust-breaking moments across the journey.

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Submissions

Submit Your Brief or RFP