Service [ 03 / 07 ]
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
01.
Interfaces for AI-driven dashboards and operator workflows
02.
AI-assisted review and moderation flows with human checkpoints
03.
Dynamic, schema-driven screens rendered from API responses
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
Related 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.