Deploy your enterprise LLM on your infrastructure—with unlimited usage.
Run LLM agents on your servers or VPC. Keep your data private, meet IT compliance, and eliminate token-billing uncertainty.
Trusted by Leading Enterprises
Global organizations transforming their operations with enterprise AI
How to choose On-Prem LLM
We fine-tune and optimize models specifically for your organization's unique requirements, ensuring maximum performance and relevance for your use cases
Continuous Open Source LLM Evaluation
Our expert team continuously benchmarks and evaluates the latest open source models across quality metrics and serving performance to deliver optimal on-premise solutions.
Comprehensive testing of leading open source LLMs
AI Index, MMLU, GPQA, and domain-specific benchmarks
Continuous monitoring of throughput, latency, and resource utilization
Expert-Driven Model Selection & Optimization
Our specialized AI infrastructure team brings deep expertise in model evaluation, quantization strategies, and production deployment—ensuring you get the most performant and cost-effective solution for your enterprise needs.
On-prem / dedicated infrastructure
Runs within your perimeter: data center, VPC or private cloud.
Optional unlimited usage
Fixed price per capacity/server instead of per-token billing.
Governance & audit
Role-based controls, logs and citations for traceability from day 1.
Agentic RAG
Smart retrieval with agents that verify and cite sources.
Pilot in weeks
Fast setup with 1-2 workflows in 4-8 weeks.
Regulatory compliance
SSO, RBAC, encryption and PII handling for regulated sectors.
How it works — practical architecture
Privacy-focused pipeline: secure ingestion → indexing → Agentic RAG + on-prem LLM → auditable results
Architecture
Sources
Documents, tickets, CRM, meeting notes and policies.
Secure ingestion
PII control, roles and logs.
Agentic RAG
Retrieval and reasoning with traceable citations.
Use cases
Document Intelligence & Automation
Automated contract analysis, RFP responses, and bid comparison. Reduce processing time by 40-60%
Knowledge Management & Compliance
Policy Q&A with role-based access control and instant regulatory answers with citations
Customer Service & Support
Intelligent ticket routing and automated responses. Achieve 50-70% faster resolution times
Sales & Revenue Intelligence
CRM data analysis, meeting notes extraction, and AI-powered forecast prediction
Frequently Asked Questions (FAQ)
Everything you need to know about on-premise LLM for regulated enterprises
Overview
Technical & Infrastructure
Security & Compliance
Use Cases & Operations
Pricing & Commercial
Pilot & Success Metrics
Deployment Options
Choose the infrastructure that best fits your security and scalability needs
Multi-Tenant SaaS
Shared cloud infrastructure managed by Allganize. Fast deployment with instant updates and on-demand scaling.
Single-Tenant SaaS
Dedicated environment for a single customer. High performance, isolated security and full regional control (AWS/Azure).
On-Premise
Complete installation on customer hardware or private cloud. Ideal for high-security environments with air-gapped requirements.
| Feature | Multi-Tenant SaaS | Single-Tenant SaaS | On-Premise |
|---|---|---|---|
| CSP Options | Fixed (AWS / Azure) | Customer Choice (AWS/Azure) | Private Cloud / On-Premises |
| Regional Control | AWS (US) / Azure (Japan) | Customer Selected Region | Fully Managed by Customer |
| BYOC Support | Not Available | Available | N/A (License Model) |
| Setup Fee | Included | $10k | $50k |
Infrastructure & Technical Matrix
Schedule a demo
See how we can help with your on-premise or single-tenant SaaS deployment in 30 minutes.
Quick setup
Functional pilot in 4-8 weeks with complete support
No risk
No-commitment evaluation, clear success metrics
Dedicated support
Technical guidance throughout the process