Building a Live Digital Ecosystem Intelligence Layer (DEIP.app)

Most companies don’t actually know how their digital ecosystem works - they just use tools.

In this demo, I’ll show how I’m building DEIP.app - a live intelligence layer that maps tools, costs, dependencies, data flows, and AI agents into a structured system that both humans and AI can understand.

I’ll walk through:

• The data model (how tools, services, AI, Workflows, people, and costs are structured)
• How I built the hierarchy (categories → subcategories → items → relations)
• How cost calculations work
• How I connect it to AI agents via MCP/APIs
• How relations are visualized (1D lists → 2D maps → 3D/VR maps)
• How does this becomes usable context for AI systems