Different problems.
Evidence before action.The person keeps control.
01Android · live
LifeLens
Understand photo clutter without uploading the library or automating the irreversible decision.
- Problem
- An endless camera roll hides duplicates, clutter, and the memories worth protecting.
- Product
- Private, on-device photo intelligence with focused review groups and natural-language questions.
- Boundary
- Uncertain means protect. Similar remains review-only. Android confirms deletion.
02Web · live
AR
ApplyReady
Decide whether the experience supports the role before rewriting the application.
- Problem
- Most job tools optimize language before testing whether the underlying evidence is there.
- Product
- Deterministic browser-side role analysis, honest gaps, and editable application material.
- Boundary
- No invented experience, no account gate, no stored resume text, no outcome guarantee.
The operator in the builder
A product is another operating system: inputs, evidence, boundaries, decisions, consequences.
See where applied AI fits → 
