AI Experience Center
Sovereign LLM Workbench Showcase
Global-ready local-first AI platform (v2.3.0) — Sovereign-FM (8-member) routing, hybrid RAG, 14 government workflows, Enterprise ML, and 19-tool MCP. Product completion 100%; operational residuals 5% (vendor pen-test, signed corpus, CUDA QLoRA still open — not vendor attestation).
Architecture Flow
How the Workbench Processes Your Data
From document ingest to cited delivery — every step runs inside your perimeter with retrieval guards and policy gates.
Sovereign LLM Workbench
Build. Govern. Deploy. India's Sovereign AI Future.
100% On-premisesAir-gapped readyCitation RAG
STEP 1 OF 6Processing…
Ingest
Bulk document import — PDF, DOCX, XLSX, CSV, MD, 8+ formats
Click any step to explore the workflow · Auto-advances every 3.5s
Local Stack
Sovereign-FM Multi-Model (LM Studio)
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Hybrid RAG — BM25 + ChromaDB + Retrieval Guard
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Guardrails + EU AI Act · ISO 42001 · OWASP LLM APIs
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Cited Output / Insufficient Context Block
Capabilities
- ✓Sovereign-FM Multi-Model Routing (8 members)
- ✓Hybrid RAG — BM25 + Dense Vectors + Citations
- ✓DOCX/PPTX/PDF/HTML+ZIP presentations & diagrams
- ✓14 Government Productivity Workflows
- ✓10 UI Languages (English + 9 Indian)
- ✓19-Tool MCP + VS Code/Cursor Extension
- ✓Enterprise ML/MLOps Console
- ✓Vision/OCR MLLM & Speech-to-Text
- ✓CyberShield CPA · CVA · XDR Assist Integration
- ✓Prometheus Monitoring & WORM Audit Archive