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AI Product Interfaces & Integration

Frontends for AI-powered products and AI features added to existing apps — dashboards, review workflows and dynamic, data-driven UI.

What is AI integration for web products?

AI integration connects AI models and services to a product people already use, through APIs and an interface designed for it. The hard part is usually the product layer: showing AI output clearly, letting people review and correct it, and keeping workflows fast.

Who it's for

Product teams adding AI features to an existing app, and founders building an AI tool who need a production-quality frontend.

Service

What you get

  1. 01.

    Interfaces for AI-driven dashboards and operator workflows

  2. 02.

    AI-assisted review and moderation flows with human checkpoints

  3. 03.

    Dynamic, schema-driven screens rendered from API responses

  4. 04.

    API integration and workflow automation with Make.com or Zapier

Stack

Technology stack

The tools I'd use for this, chosen from what I've shipped in production.

  • React.js
  • Next.js
  • TypeScript
  • REST APIs
  • Dynamic Rendering
  • Make.com
  • Zapier

Work

  • Enterprise AI Tooling

    EpicOps — AI-Driven Operations Dashboard

    Led the frontend architecture for an AI-driven dashboard with dynamic rendering and API-based workflows.

  • Healthcare Tech • Switzerland

    AO Foundation — AI-Assisted Content Moderation

    Admin panel and moderation system for an AI-driven medical learning platform: multi-step content review with AI-supported tooling, advanced analytics, and user management.

FAQ

Frequently asked questions

Can you add AI to our app without rebuilding it?

Usually, yes. AI features can be added behind existing APIs and surfaced as new screens or components, so the rest of the product keeps working as it does today.

What AI products have you worked on?

I led the frontend architecture for EpicOps, an AI-driven dashboard with dynamic rendering and API-based workflows, and built an AI-supported content moderation system for AO Foundation.

Do you build the AI models themselves?

My focus is the product and integration layer — interfaces, workflows and API integration. For custom model training I work alongside your data or ML team.

Have a project like this?

Tell me what you're building, your timeline and any constraints. You'll get a reply by email with next steps.

Start a project

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