8×
H100 GPUs
640GB HBM3 aggregate
< 80ms
P95 Latency
Time-to-first-token
405B
Max Parameters
Single-node inference
30TB
NVMe Storage
25 GB/s sequential read
Why Deploy LLMs On-Prem
Cloud LLM APIs introduce data residency risk, unpredictable costs, and vendor dependency. On-premise LLM deployment gives you full control.
Complete Data Control
Every token stays within your network perimeter. No API calls to external endpoints — critical for regulated industries.
Zero data egress by architecture
No third-party data processors
Full data residency compliance
Customer-managed encryption keys
Zero Cloud Dependency
Eliminate vendor lock-in and third-party risk. Your LLM runs on hardware you own.
No subscription fees or rate limits
No service disruptions from upstream
Own your model weights and configs
Air-gapped deployment support
Predictable Performance
Sub-100ms inference with dedicated GPU resources. No multi-tenant noise, no cold starts.
Dedicated GPU resources
Consistent sub-100ms latency
No multi-tenant contention
Predictable cost per inference
On-Prem LLM Deployment
Your data center. Your models. Your rules.
Purpose-built hardware for AbacusOS Custom LLM inference. No cloud accounts, no API keys, no external dependencies.
AbacusOS Custom LLM Capabilities
Purpose-built AI models optimized for regulated industries — all running on the Go1 inference stack.
AbacusOS Custom LLM
Deploy AbacusOS Custom LLM with enterprise-grade inference, optimized for compliance, accuracy, and on-premise performance.
Enterprise Foundation Models
Custom-tuned models from 8B to 405B parameters with quantized and full-precision variants optimized for the Go1.
Conversational & Chat
Industry-specific chat models with built-in prompt management, system message configuration, and multi-turn context.
Custom Fine-Tuning
Bring your own training data and fine-tune models for your specific use cases. Hot-swap models without downtime.
Specialized AI Capabilities
Full RAG pipeline support — embeddings, retrieval, and generation — entirely on-premise.
Document Intelligence
Extract, classify, and analyze documents with AI purpose-built for financial services, healthcare, and insurance.
Multimodal Processing
Vision-language capabilities for document analysis, image classification, and OCR — all on-premise.
Semantic Search & RAG
Dense vector embeddings for semantic search, retrieval-augmented generation, and document similarity.
The Hardware
The Go1
8x NVIDIA H100 GPUs, 640GB HBM3 memory, 30TB NVMe storage. Run AbacusOS Custom LLM with 405B-parameter models on a single node with sub-80ms P95 latency. Plug in, connect ethernet, and deploy in under 15 minutes.
8× H100 GPUs
30TB NVMe
< 80ms P95
Liquid Cooling
On-Prem LLM vs. Cloud LLM APIs
Compare on-premise LLM deployment with cloud-based APIs across the metrics that matter for production workloads.
| # | Feature | Cloud LLM API | Abacus On-Prem |
|---|---|---|---|
| ROW-01 | Data Residency | Data sent to cloud provider | 100% local, never leaves |
| ROW-02 | Latency (P95) | 200-500ms variable | < 80ms consistent |
| ROW-03 | Cost Model | Per-token pricing, unpredictable | Fixed hardware cost, unlimited use |
| ROW-04 | Model Selection | Limited to provider's catalog | Any open-weight model + custom |
| ROW-05 | Availability | Dependent on cloud uptime | Runs on your infrastructure |
| ROW-06 | Fine-Tuning | Expensive, limited options | Full control, LoRA hot-swap |
Deploy Your First LLM On-Prem
See the Go1 run AbacusOS Custom LLM at production scale — inside your own data center, with zero cloud dependency.
Deploy AI That Passes Every Audit
900K monthly users went live in under 24 hours. SOC 2 Type II, ISO 27001, and HIPAA certified from day one.
AI infrastructure for regulated industries. On-premise deployment, zero data egress, examiner-ready compliance. Trusted by 900K monthly users processing 8M queries daily.
Go Abacus Corporation refers to Go Abacus Corporation and its affiliated entities. Go Abacus Corporation and each of its affiliated entities are legally separate and independent. Go Abacus Corporation does not provide services to clients in jurisdictions where such services would be prohibited by law or regulation. In the United States, Go Abacus Corporation refers to one or more of its operating entities and their related affiliates that conduct business using the “Go Abacus” name. Certain services may not be available to clients subject to regulatory independence restrictions or other compliance requirements. Please visit our About page to learn more about Go Abacus Corporation and its network of affiliated entities.
© 2026 Go Abacus Corporation. All rights reserved.