Knowledge-as-a-Service

The missing layer between raw LLMs and useful business AI

Persistent context management, domain-specific knowledge layers, and model-agnostic AI inference for your business applications.

Everything your apps need to be intelligent

WARP is the hypervisor for business intelligence. Your apps are the VMs. The knowledge layer is shared storage.

Knowledge Management

Ingest documents, web content, and manual entries. Hybrid search with vector + full-text and source attribution.

AI Inference

Model-agnostic LLM integration. Run local models, cloud APIs, or hybrid fallback. RAG pipeline with streaming.

MCP Connectors

Tool routing with permission tiers. JSON-RPC gateway, async events, and approval workflows for sensitive operations.

Multi-Tenant Isolation

PostgreSQL RLS from the first table. Every query scoped to tenant. Physical partitions with policy enforcement.

Full Observability

Prometheus metrics, structured logs, distributed traces, and Grafana dashboards. Instrumented from the first endpoint.

Self-Hosted

Own your infrastructure. Own your data. Run on your hardware with local GPU inference or connect to cloud APIs.

Built on proven foundations

Every component chosen for reliability, performance, and self-hosting capability.

GoPostgreSQLpgvectorTemporalNATSMinIOvLLMHTMXPrometheusGrafana