Enterprise-grade localized AI infrastructure and sovereign computing environments.
CEM888.AI is advancing the future of private, high-performance artificial intelligence systems. We build localized, zero-trust AI architectures that eliminate dependency on external cloud providers, ensuring complete data sovereignty, ultra-low latency, and uncompromising security.
🏆 Benchmarks — Highest Published Scores
CEM888.AI's agent Vetta holds the highest published scores on MemoryAgentBench (ICLR 2026), a peer-reviewed benchmark for AI agent memory:
| Benchmark | Score | Architecture | Comparison |
|---|---|---|---|
| AR Retrieval | 99.90% | Agent-native memory | Best published: 71.8% (GPT-4.1-mini) |
| BEAM Memory | 77.2% | Agent-native memory | Hindsight official: 64.1% |
Both benchmarks use honest retrieval — no answer keys, no source_chat_ids, no pre-computed embeddings. The agent retrieves from its own knowledge base and reasons naturally.
| File | Contents |
|---|---|
benchmarks/AR-Results-99.9pct.md |
Full AR breakdown |
benchmarks/Vetta-BEAM-Honest-77.2pct.md |
BEAM results & analysis |
benchmarks/beam-full-results.html |
All 200 BEAM questions + rubrics |
benchmarks/vetta_live_results.jsonl |
2,000 AR Q&A pairs (verifiable) |
benchmarks/vetta_beam_v9_results.jsonl |
200 BEAM Q&A pairs |
Core Capabilities
- Sovereign Execution: 100% local-first model runtimes. Your data never leaves your infrastructure.
- High-Performance Caching: Server-side caching layers designed to reduce compute costs by up to 90% while maintaining sub-millisecond response times.
- Secure Context Routing: Bidirectional cognitive routing systems that manage state, memory, and task delegation without context bloat or data leakage.
- Zero-Touch Deployment: Bulletproof, self-healing installer pipelines for macOS and Linux environments.
Architecture Overview
Our platform is built on a modular, tree-native operating system designed for scalability and resilience:
- Localized Intelligence Routing: Dynamic model selection based on task complexity, cost, and latency requirements.
- 5-Layer Memory OS: Structured, persistent memory caching that survives session restarts without relying on external databases.
- Trinity Daemon Architecture: Background services handling state synchronization, audit logging, and local knowledge retrieval autonomously.
Getting Started
For installation instructions and system requirements, please refer to the installer/ directory or visit our official documentation portal.
CEM888.AI — The machine never sleeps. It's always finding the edge.