Welcome to Amber’s brain.
Senior Product Designer with 10+ years of experience designing security and complex enterprise products across defense, AI decision support, regulated finance, and health data.
| Related to | Security UX · Operator workflows · Dev tools · Access boundaries |
|---|---|
| What it shows | Restricted visibility, permission based actions, verification, prioritization, escalation, recovery, and handoff states for military operators working with incomplete and rapidly changing information. |
| Proof | 5 to 6 operator personas · 14 interviews · operator simulations · academic military exercise · quantitative metrics classified |
| Related to | AI trust · Provenance · Guardrails · Deterministic decision support |
|---|---|
| What it shows | Six answer states, visible missing data, claim-level provenance, Consumer and Pro views, refusal behavior, claim checking, governed follow-ups, and fail-closed handling for unsupported, stale, tampered, or invalid requests. |
| Proof | 1,726 automated tests passed · 12 live Custom GPT scenarios · 6 integration findings · 0 fabricated regulatory, medical, safety, or historical answers observed during those findings |
| Related to | Regulated onboarding · Verification · Recovery workflows |
|---|---|
| What it shows | Regional requirement routing, document capture, validation, failed scan recovery, manual entry, interrupted session reentry, review states, and complex branching logic. |
| Proof | 28% lower drop off · 30% faster onboarding · 40% faster validation turnaround |
| Related to | Trust signals · Scalable systems · Design Systems |
|---|---|
| What it shows | Reusable content and layout patterns that helped customers evaluate unfamiliar products, compare information, and make decisions across a large marketplace. |
| Proof | 150+ storefronts audited · 200+ brands · 19% conversion lift · 42% video engagement lift |