Prompt to editable layout
Generate a layout plan and convert it into editable canvas objects.
Generative AI and agents
AI Lab
Showcase how WebCut AI will use prompt engineering, context engineering, tool calling, retrieval and agent workflows.
Brand-aware rewrite
Rewrite headlines using the user brand kit, tone and target channel.
Image generation hook
Send prompts to Azure AI or another provider and save results to storage.
Background removal hook
Call an image segmentation or matting service for product photos.
Agentic creative assistant
Plan, retrieve references, call tools and produce export-ready creative suggestions.
Evaluation and safety
Score outputs for relevance, brand consistency, policy compliance and user satisfaction.
Future Azure AI flow
User prompt → Next.js API route → Azure AI Foundry Agent → MCP tools → storage/database/API actions → validated result → editable WebCut canvas