Featured Case Study

Neural Ops Console

An AI-first operations console for a fast-growing infra startup. Masua partnered from early product strategy to a production-ready design system and launch visuals.

Product dashboard exploration
Team working session

Category

AI Infrastructure

Stage

Seed → Series B

Timeline

14 weeks

Outcomes

  • · 3.1× increase in weekly active operators
  • · 24% faster incident triage in live environments
  • · Single shared design system across web and internal tools

The client's original console had grown organically around engineering needs, not operator workflows. Together we mapped every core job their team performed in a week—from monitoring model health to debugging live incidents—and reorganised the UI around those flows.

We ran rapid discovery sprints with their on-call team, prototyped new layouts in Figma, and validated them with real incident timelines before committing to build. That work informed a lean but expressive design system: focused typography, restrained colour, and a component library tuned for dense, data-heavy screens.

Post-launch, we stayed close to the engineering team to ship a series of quality-of-life improvements—keyboard-driven navigation, dark mode-ready tokens, and a pattern catalogue that now guides every new feature.

Neural console interface

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A snapshot of recent work

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Real-time monitoring and workflow UI for an AI infra startup, built to scale from seed to Series B.

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