Private LLM with agentic tools that never leave your environment
Deploy a secure LLM platform in your Private Netwrok or on‑prem with retrieval‑augmented generation, function calling, and enterprise guardrails. Prompts, data, and logs stay under your control.
Comprehensive PrivateGPT Capabilities
Data Sovereignty by Design
Prompts, embeddings, and logs remain in your VPC/on‑prem. Private networking, no public endpoints, optional air‑gapped mode.
Agentic Tool Use
Function calling and secure tool adapters to execute workflows across your APIs, databases, and systems with policy checks.
Retrieval‑Augmented Generation
Vector search over your documents, knowledge bases, and data lakes. Smart chunking, embeddings, freshness and access controls.
Guardrails & Governance
Schema‑constrained outputs, PII redaction, allow/deny lists, prompt injection defenses, approval flows, and content filters.
Identity & Access Control
SSO, RBAC/ABAC, scoped secrets, KMS‑backed encryption, and comprehensive audit logs integrated with your SIEM.
Observability & Performance
Tracing, evaluations, prompt/model versioning, and canary rollouts. Optimize latency and cost across CPU/GPU shapes.
Common Use Cases
Secure Knowledge Assistant
Enterprise Q&A grounded in policies, product docs, tickets, and wikis with strict access controls.
Developer Inner‑Loop Agent
Scaffold code, review changes, and call build/deploy tools with approvals and audit trails.
Operations & Back‑Office
IT/HR/Finance workflows automated via ticketing, ERP/CRM actions, and SOP‑aware agents.
Customer Support Copilot
Assist agents with drafts and actions using context from CRM and knowledge bases—no data egress.
Document Intake & Processing
Summarize, classify, extract entities, and validate with schema‑constrained outputs.
Compliance & Policy Q&A
Policy interpretation and enforcement with citation, versioning, and auditable decisions.
How It Works
1. Deploy inside your boundary
Install on Kubernetes or VMs within your VPC/on‑prem. Private subnets, SGs/NSGs, and no egress by default.
2. Ingest & index your data
Connect document stores and systems of record. ETL, chunking, embeddings, and vector indexing with access controls.
3. Orchestrate & call tools
Route requests, ground with RAG, and call approved tools via function calling. Policy gates and human approvals where required.
4. Govern & observe
Enforce RBAC, KMS encryption, retention windows, and redaction. Monitor with tracing, metrics, and quality evaluations.
What You Get
- Private LLM runtime (bring-your-own model) with right-sized CPU/GPU profiles
- Built-in RAG: connectors, chunking strategies, embeddings, and vector store setup
- Agent/tool framework with function calling, policy gates, and human approval steps
- No data egress by default; DPA-ready data maps, retention windows, and redaction
- Audit-ready controls with RBAC/SSO, KMS encryption, and SIEM integrations
- IaC modules (Terraform/Helm) and environment blueprints for rapid rollout
- Runbooks, SLOs, and observability dashboards with tracing and evaluations
Frequently Asked Questions
Which models are supported?
Bring your own. We support open‑source (e.g., Llama, Mistral, Mixtral) and enterprise models via private endpoints. Choose GPU or quantized CPU depending on throughput/latency targets.
Where does it run?
In your environment: OCI, AWS, Azure, GCP, or on‑prem. Deployed with Terraform/Helm or your preferred tooling inside private networks.
How do you guarantee data never leaves?
No public egress, private endpoints only, strict allowlists, optional offline mode, and logs/embeddings retained locally. No training on your data unless explicitly configured.
How do tools get access to internal systems?
Scoped service identities and secrets managed in your KMS or vault. Policy checks and approval steps for sensitive operations.
Do we need GPUs?
Depends on the model and latency requirements. We support CPU‑optimized and GPU‑accelerated deployments and can mix tiers per use case.
Ready to deploy PrivateGPT to your environment?
Speak with our architects to design and implement your Private LLM Agentic Platform
Book your ROI Assessment