S88 Runtime + Hub
Production-grade inference engine and management platform for constrained hardware.
S88 Runtime
Production-grade inference engine that prevents crashes and maximizes utilization on constrained hardware. Intelligent memory orchestration that scales from edge devices to distributed clusters.
Memory Orchestration
Dynamic tiering across VRAM, RAM, and SSD. Predictive prefetch anticipates needs before access. Policy-driven eviction prevents bottlenecks.
Zero Downtime
Never crashes on OOM. Graceful degradation through back-pressure queuing and context clipping. System remains responsive under any load.
Production Telemetry
Built-in Prometheus metrics. Real-time VRAM, RAM, power, and thermal monitoring. Structured event logs for debugging.
Energy-Aware
Adapts to power and thermal conditions. Optimizes workload distribution based on available resources and constraints.
Security-First
Zero prompt logging. Audit-ready telemetry without content exposure. Built for regulated and classified environments.
Drop-In Integration
Works with existing inference engines. Minimal configuration required. Deploy in minutes, not weeks.
S88 Hub
Operational control plane for managing inference deployments at scale. Real-time visibility, performance analysis, and fleet orchestration for production environments.
Real-Time Monitoring
Live visibility into VRAM, RAM, SSD utilization. GPU temperature and power consumption tracking. Performance metrics including throughput and latency.
Performance Analysis
Automated baseline benchmarking. Detailed performance reports and raw data exports. Identifies bottlenecks and optimization opportunities.
Fleet Control
Manage deployments across multiple nodes. Centralized configuration and policy management. Rolling updates and health monitoring.
Web Interface
Browser-based dashboard for visualization and control. Real-time charts and metrics. Model deployment and configuration management.
Enterprise Telemetry
Prometheus integration for existing monitoring stacks. Structured logging for audit trails. SLO tracking and alerting.
Deployment Support
Guided deployment workflows. Configuration validation and testing. Production runbooks and best practices.
Works With Your Stack
Inference engines are built for data centers with unlimited VRAM. Sector88 makes them work everywhere else.
Inference Backends
vLLM, llama.cpp, Triton (and more) provide:
- Fast inference kernels (PagedAttention, FlashAttention)
- Continuous batching and scheduling
- Quantization (INT8, INT4, GGUF)
- Model serving APIs
Built for data centers. Not designed for constrained hardware, edge deployments, or sovereign infrastructure.
What's Missing
Sector88 adds the operational layer:
- Compatibility testing and hardware validation
- Security & compliance defaults
- Production telemetry and audit trails
- Air-gapped deployment with offline operation
- Intelligent memory tiering Upcoming
- OOM prevention and adaptive offload Upcoming
Use any backend. We add the operational reliability and compliance layer.
Inference engines are optimized for cloud data centers where hardware is abundant and fast. S88 exists because critical AI systems run on edge hardware, air-gapped networks, and constrained infrastructure where reliability is non-negotiable.
Hardware Agnostic
Any GPU, any backend, any model, anywhere.