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8 Oct 2026 · 5 min read

CIPHER UX 1.0: Designing a Cockpit for AI Traffic

The design principles behind the CIPHER UX gateway console.

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Product Team

Product

Most AI infrastructure dashboards are either too simple to be useful or too complex to be usable. We designed CIPHER UX to sit in the middle: a cockpit that gives operators full visibility without overwhelming them.

Three design principles

Signal over noise. The dashboard surfaces cost, latency, and error rate first. Everything else is one click away.

Context at every level. Click a spike in cost and see exactly which team, model, and prompt pattern drove it.

Action, not just observation. Every metric has a corresponding control: set a budget, adjust a route, or rotate a key without leaving the page.

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CIPHER UXproduct designgateway
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Product Team · Product

Writes about the infrastructure side of AI in Europe: residency, cost, and the unglamorous work of keeping inference predictable. Reachable at Grayson@itciphtech.com.

Put this into practice.

Every model in the catalog is reachable through one OpenAI-compatible endpoint, from EU infrastructure.

Browse the catalog