2026
AI Orchestrator, NVIDIA x Gcore webinar proto
Sovereign AI demonstration prototype, « Orange x Gcore AI Orchestrator », vibe-coded with Claude Code in under a day for the global NVIDIA x Gcore webinar (June 2026). Architecture vision: NVIDIA Dynamo for edge inference. Live.

fig. 01 · AI Orchestrator, the model catalogue with its Sovereignty Index
In June 2026, Orange Business took part in a global NVIDIA x Gcore webinar, working alongside Gcore as a partner. For that context, I built « Orange x Gcore AI Orchestrator », a sovereign AI demonstration prototype, vibe-coded with Claude Code in under a day. It is not a product: it is a demonstration piece that illustrates the architecture vision, with NVIDIA Dynamo for edge inference. The proto is live.
Sovereignty Index

fig. 02 · The Sovereignty Index computed live inside the deployment wizard (demo data)
The proto scores each configuration on four sovereignty dimensions (data, technical, operational, legal) and recomputes the index live as options change. It is a demonstration piece, not a product: the scores are demo data.
Sovereign deployment

fig. 03 · Wizard step 1: sites, hardware and configuration summary (demo data)
From the catalogue, an open model is deployed in three steps on European infrastructure: choice of sites, GPU hardware and allocation mode, with the summary and sovereignty index in a side column. Vibe-coded with Claude Code in under a day.
NVIDIA Dynamo

fig. 04 · Step 3: NVIDIA Dynamo optimisation and edge routing (demo data)
The architecture vision rests on NVIDIA Dynamo for edge inference: the Scaling step switches on the Dynamo optimisation and the routing through the Orange edge network before launching the deployment.
Edge inference

fig. 05 · AI Grid: token routing to the closest point of presence (demo data)
The AI Grid screen illustrates edge inference: the model runs in European cloud regions and tokens are served from edge points of presence, never leaving the EU. An architecture vision, presented in the context of the global NVIDIA x Gcore webinar of June 2026.
Live monitoring

fig. 06 · The monitoring dashboard of the deployed endpoint (demo data)
A monitoring dashboard completes the demonstration: requests, latency, throughput, GPU utilisation, Dynamo KV-cache reuse, cost and carbon footprint. The proto is live at proto-ai-webinar.vercel.app.
Results
- Prototype built with Claude Code in under a day
- Presented in the context of the global NVIDIA x Gcore webinar (June 2026)
- Edge-inference architecture vision built on NVIDIA Dynamo
- Live at proto-ai-webinar.vercel.app
Technologies
Sovereign AI · NVIDIA Dynamo · Claude Code · React · Inference