Canvas Labs
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Product & UX

Product design & UX consulting at scale

Design systems and interface work for platforms where the design decision is load-bearing: an insurance exchange live in 30 markets, a bank's account-opening flow, a crypto app's first-time user experience. We join as design leadership, not a single deliverable.

Delivered in Insurtech · Ride-Hailing · Crypto · Retail Banking · Real Estate · Wealth Management · Gaming & Esports · Legal & Professional Services

8M+
customer applications supported by the design system
30 markets
across 3 continents on one unified system
+14%
user satisfaction within 6 months of rollout
+35%
order volume within the same period

How this work runs

Every engagement follows the same four-step discipline, whatever the stack.

01

Map

Map the workflow

Find where a human is doing repetitive judgment-plus-lookup work (reading, scoring, triaging, reconciling), not just “where could we add AI.”

02

Bound

Draw the agent boundary

Decide, line by line, what the agent decides and where a deterministic rule, a schema validator, or a human sign-off takes over, designed before a single prompt is written.

03

Instrument

Instrument cost & audit

Every agent ships with model routing, prompt caching, and token tracking from day one, plus a log of every decision it made and why.

04

Govern

Ship with a kill switch

Human override, consent/veto controls, and hard rule-based stops on any high-stakes decision. The agent earns autonomy incrementally, never by default.

The engagements behind this claim

Every service on this site links to delivered work. Here is what backs this one.

Need product design & ux consulting at scale?

Book a free discovery call with the engineers who did the work above. Thirty minutes, no pitch deck, just a straight answer on scope, approach and whether we are the right team.