Sovereign LLM Workbench
Build. Govern. Deploy. India's Sovereign AI Future.
Sovereign LLM Workbench v2.3.0 is a production-grade, local-first AI platform for regulated organizations that cannot send sensitive data to public cloud LLMs. It combines Sovereign-FM multi-model routing (LM/SLM/LLM/MLLM/ML/NL — 8 family members), hybrid RAG with BM25 + dense retrieval, document and presentation generation (DOCX/PPTX/PDF plus HTML + ZIP bundles), 14 government productivity workflows, Enterprise ML/MLOps, OIDC/SAML SSO, and integrated GRC assurance — all running on LM Studio or air-gapped GPU clusters within your perimeter, with a 19-tool MCP server and VS Code/Cursor extension. Product completion 100%; operational residuals 5% (3 human/infra items still open). Sovereign deployment: models are selected and deployed to the customer requirement. There is no public named-model catalog and no product limit on which models can be deployed inside the customer perimeter. Do not treat product 100% as independent pen-test, signed corpus, or GPU-trained weights.
Sovereign LLM Workbench
Build. Govern. Deploy. India's Sovereign AI Future.
Ingest
Bulk document import — PDF, DOCX, XLSX, CSV, MD, 8+ formats
Click any step to explore the workflow · Auto-advances every 3.5s
Platform Overview
Sovereign LLM Workbench v2.3.0 is a production-grade, local-first AI platform for regulated organizations that cannot send sensitive data to public cloud LLMs. It combines Sovereign-FM multi-model routing (LM/SLM/LLM/MLLM/ML/NL — 8 family members), hybrid RAG with BM25 + dense retrieval, document and presentation generation (DOCX/PPTX/PDF plus HTML + ZIP bundles), 14 government productivity workflows, Enterprise ML/MLOps, OIDC/SAML SSO, and integrated GRC assurance — all running on LM Studio or air-gapped GPU clusters within your perimeter, with a 19-tool MCP server and VS Code/Cursor extension. Product completion 100%; operational residuals 5% (3 human/infra items still open). Sovereign deployment: models are selected and deployed to the customer requirement. There is no public named-model catalog and no product limit on which models can be deployed inside the customer perimeter. Do not treat product 100% as independent pen-test, signed corpus, or GPU-trained weights.
Sovereign LLM — honest completion (v2.3.0)
Product completion 100%; operational residuals 5% (3 human/infra items still open). Sovereign deployment: models are selected and deployed to the customer requirement. There is no public named-model catalog and no product limit on which models can be deployed inside the customer perimeter. Do not treat product 100% as independent pen-test, signed corpus, or GPU-trained weights.
- External independent pen-test sign-off — filing kit ready, engagement not executed
- Department-signed Maharashtra government corpus — public diligence sample only (not a signed production corpus)
- CUDA QLoRA training — pipeline ready; GPU-trained Maharashtra weights are not claimed
19-tool MCP + VS Code/Cursor extension · 14 government workflows · 8-member Sovereign-FM · editions: Community (local) · Professional (Docker + support) · Enterprise (SSO, multi-tenant, GRC).
CyberShield CPA/CVA assist is RoE-gated. CyberShield specialist-tool parity is 67%. Live: llm.defenailabs.com · showcase /workbench.
Platform analytics
Engineering catalog scores for this product. ISO 27001, ISO 42001, and SOC 2 certificates are under process. Control mapping on this site is engineering evidence, not an issued certificate.
Local-first workbench. Product 100% · operational residuals ~5%. Mapped GRC APIs are not certificates.
Why Sovereign LLM Workbench
- Zero cloud egress — inference, embeddings, and vector indexes stay inside your network (optional web research off by default)
- Sovereign-FM family plus customer-selected models — deployed in-perimeter with no product cap on which models you run
- Citation-first hybrid RAG with Retrieval Guard — BM25 + dense vectors, optional reranking
- 14 government workflows in 10 UI languages (English + 9 Indian languages)
- Integrated GRC assurance — EU AI Act, ISO 42001, NIST AI RMF, OWASP LLM Top 10, DPIA
- IDE-native delivery — 19-tool MCP + VS Code/Cursor extension, standard local inference gateway for IDE agents
- Editions — Community (local) · Professional (Docker + support) · Enterprise (SSO, multi-tenant, GRC)
- Product completion 100%; operational residuals 5% (3 human/infra items still open). Sovereign deployment: models are selected and deployed to the customer requirement. There is no public named-model catalog and no product limit on which models can be deployed inside the customer perimeter. Do not treat product 100% as independent pen-test, signed corpus, or GPU-trained weights.
Laptop-local
Docker
Air-gapped
Private Cloud