Component-level prompts.
Target sections, headers, and forms — not free-for-all redesigns.
Workbench / Designers
Ship UI improvements safely, with AI PRs
Refine layouts, components, and styles with proposals that stay inside your design system — always reviewable, always reversible.
14
Open design PRs
100%
On-system rate
0
Rollbacks
Trusted by teams renewing the web
VercelDesign renewal queue
Component-level PRs with side-by-side diffs
Workbench / Solutions / Designers
Open design PRs
14
In review
On-system rate
100%
Token-safe
Rollbacks
0
This sprint
| PR / Component | Signal | Status | |
|---|---|---|---|
| Pricing hero | Clarity friction | Design lead | Needs review |
| Nav density | Findability | Systems | In A/B |
| Form spacing | Completion | Growth design | Approved |
| Type scale · H1 | Readability | Brand | Draft |
| Button contrast | CTA clicks | Design | Ready |
5 recordsSample data
How design teams work in Workbench
From craft to ship — without leaving the system
01
Craft
AI that respects the system.
02
Collaborate
Designers stay in the loop with growth and IT.
03
Ship
Safe velocity for visual change.
Side-by-side diffs.
Compare layout, color, and typography against the live page before you approve.
Tokens and voice enforced.
Off-system components and disallowed patterns are blocked early.
One PR for every role.
Marketers see KPI WHY; compliance sees audit — same artifact.
Review without handoff decks.
Comments live on the proposal, not across Figma, Slack, and tickets.
Systems stay the source of truth.
Winning variants promote back into patterns your library can absorb.
A/B as the default ship path.
Promote approved UI as experiments with one-click rollback.
Evidence on every proposal.
WHY from analytics sits next to WHAT in the diff.
Portfolio consistency.
Reuse on-brand improvements across properties without drift.
Design system guardrails
Tokens, components, and voice — enforced before ship
Design-system native
Proposals stay inside components and tokens you already trust.
Reviewable diffs
Side-by-side UI changes, not opaque rewrites.
KPI-aware craft
Visual work starts from real performance signals.
One-click rollback
Ship boldly knowing revert is instant.
Multi-site systems
Keep brand integrity across the portfolio.
Governed by default
Approvals and audit without slowing design.
Customer story
“We ship UI improvements as reviewable AI PRs. Bounce dropped on pricing in a week — without a redesign quarter.”
Jordan Lee
Design Systems Lead
From the Workbench team
“The best compliment is silence — a designer reviews the PR and nothing about the screen feels off-system.”
Bruno Delorence
Lead Designer at Workbench
How we work
From connect to shipped experiments
01
Connect
Link GA, Clarity, and a property. Workbench maps pages, sections, and the KPIs that matter.
02
Review
Your team tests real AI PRs with WHY and WHAT, confirms brand guardrails, and sets approval roles.
03
Ship
Promote approved variants as A/B tests, observe lift, and expand across the portfolio.
Frequently asked questions
Running design teams on Workbench
How does Workbench help our design teams team?+
Refine layouts, components, and styles with proposals that stay inside your design system — always reviewable, always reversible.
Can we connect our existing analytics and design system?+
Yes. Workbench connects GA, Clarity, and proprietary trackers, and keeps AI PRs inside your design tokens, components, and approval rules.
How does the team stay in control?+
Roles, multi-stage approvals, and a full audit trail stay visible throughout renewal. AI drafts proposals; people retain sign-off.
How quickly can we start?+
Connect one property, review your first KPI-backed AI PRs, and expand governance and A/B shipping from that working foundation.