Foundry capabilities

Services for teams building web and mobile interfaces with AI.

Use us as the bridge between AI-generated drafts and the web or mobile experience your users, developers, and stakeholders can trust, with token use treated as part of the architecture.

AI Interface Foundry

From prompt to polished product interface preview.

We turn briefs, product ideas, and workflow notes into structured web and mobile interfaces with real copy, responsive sections, and clear component states.

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Developer Handoff

Output that engineers can understand and extend.

We review generated structure, naming, accessibility, state handling, and integration paths so a promising prototype can become maintainable code.

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Complex Product Surfaces

CRM, admin, dashboard, and internal tool flows.

We shape multi-state interfaces with tables, filters, forms, permissions, navigation, empty states, and role-specific workflows.

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AI Workflow Prototypes

Interactive flows for tools, mobile apps, dashboards, and agents.

Prototype internal tools, onboarding flows, agent interfaces, mobile screens, and data-backed product experiences before committing to a full build.

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Token Optimization

Spend model context where it actually changes output.

We compress briefs, reuse prior decisions, scope references, and structure prompts so each iteration carries less waste and more useful signal.

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Performance Passes

Make generated interfaces feel sharp on real devices.

We refine layout stability, loading behavior, motion, mobile ergonomics, and accessibility so the experience feels production-caliber.

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Secure Integrations

Connect forms, APIs, and AI boundaries responsibly.

We plan how forms, analytics, model calls, role access, and private data flows should work before the interface is exposed to users.

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Iteration Loops

Generate variants without losing the source of truth.

We help teams create follow-up versions, A/B tests, stakeholder variants, and content updates while keeping decisions traceable.

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