Personalization consent as the revenue constraint
- Research
- Product Management
- AI
Portfolio A global technology company
What people will actually let an AI phone do
Research lead
Behavioural research into how Android users think about, trust, and adopt on-device AI — and where automation crosses from useful into uncomfortable.
- Research
- Product Management
- AI
Private
The full case study is password protected
This write-up covers the context, the research approach, the deliverables, the measured impact, and what I'd do differently — the detail a hiring manager or prospective partner would want. Because it includes client strategy shared under NDA, it's behind a password.