The Opportunity
Every design review at Method catches usability and accessibility issues — eventually. The problem was timing: most gaps surfaced after a build had already started, when fixing them cost real engineering time. Manual review doesn't scale with three time zones shipping in parallel — whoever reviewed last, or fastest, ended up deciding what "good enough" meant that week.
The Initiative
Late-stage rework was quietly costing the team real engineering time — issues that should've been caught in design were surfacing after build had already started. I built a small AI-assisted copilot for the global service team to flag usability and accessibility issues at the design-file stage instead, before a single line of code gets written. It wasn't part of my workstream brief; I ran it alongside my actual responsibilities because the cost of waiting was clear.
Critical Product Decisions
The team almost treated it as a pass/fail gate. I pushed back — it flags, a person still decides. That call mattered more than the tool itself: AI didn't change what good design is, it changed how fast bad design gets caught.
Evidence
The Tool
overview · six lenses, one verdict
Usability, accessibility, trust & ethics, business impact, design quality, and Method's own experience framework — combined into one report instead of five separate ones.
configure · pick your lenses
Every standard is selectable — WCAG 2.2 AA, ADA, EAA, Nielsen heuristics, dark-pattern detection, even a specific design system. This run: 12 standards, Full review depth.
multi-screen · the whole flow
All 8 J-ESTA screens attached and reviewed as one continuous journey — home through terms & conditions — not eight disconnected reviews.
The Result — Six Lenses, One Verdict
the verdict · 68/100
One score, six lenses, needs-attention flagged immediately — Accessibility (58) called out as the weakest lens before you read a single finding.
usability lens · a finding
Every finding is severity-graded, tied to a real screen location, and paired with a recommendation and a business-impact tag — not just "this is wrong."
design quality lens · strengths
Every review also surfaces what's working. A second opinion, not just a fault-finder — the strengths get a business case too.
accessibility lens · WCAG 2.2 AA
Mapped to real standards — WCAG 2.2 AA, ADA, EAA — and broken down by category: contrast, touch targets, keyboard, screen reader. Not a generic accessibility score.
trust & ethics lens
Dark-pattern risk, consent clarity, and user control — the lens most review tools skip entirely.
method experience lens · proprietary
The one lens that's ours: does the screen build trust, guide the user, and align to the business goal — Method's own 6-dimension framework, not a borrowed heuristic.
business impact lens · the roll-up
Every finding rolled up into business risk — conversion, retention, support cost — so the review closes as a business conversation, not just a design one.
Outcome
The global service team adopted it as a standard step before build starts, not a mandate I pushed through — it earned that by making their own review process faster.
Reflection
A useful tool doesn't need to be a flagship initiative to be worth building. This one earned its place on speed, not scope — a reminder that not every leadership win needs a big stage.