UModelThe vendor-neutral semantic runtime for enterprise AI

One object-graph semantic layer for enterprise AI, data governance, and operational intelligence — that humans, systems, and AI agents query through a single local service.

Get Started

English Docs

中文文档

GitHub

🤖

Accelerate enterprise AI at scale

Give agents a queryable object graph instead of raw telemetry — entities, relationships, topology, and the model itself through one SPL surface (.umodel / .entity / .topo).

🧭

Reduce data governance cost

One shared semantic language across metrics, logs, traces, events, and entities, so teams stop re-aligning fields and rebuilding context for every tool.

🔓

Vendor neutrality — no lock-in

Independent of any platform, data tool, observability stack, or AI vendor. Bring your own backends behind GraphStore providers.

⚙️

An enterprise semantic OS

A live, programmable semantic runtime that AI agents can query, reason over, and share as context for multi-agent collaboration.

See it in action

Two worked AI-agent demos run end to end on the bundled data — no API key, no network:

Incident Investigation — a payment-gateway SLO breach. The agent traverses a Business → Platform → Runtime object graph, pulls the right telemetry, and concludes the root cause (retry storm × promotion traffic = 8.75× overload) while ruling out an innocent deployment. Open the demo →
Service Localization — a degraded checkout API. The agent walks the Product → Service → Datastore → Infra critical path, fetching latency and saturation at each hop, and localizes the bottleneck to a datastore connection pool at 98% — infrastructure ruled out as healthy. Open the demo →

Get started in one minute

Start the API and Web UI with a preloaded demo workspace — runs in memory, leaves nothing behind:

bash

make quickstart        # API on :8080, Web UI on :5173, demo workspace preloaded

Query models, entities, and topology through one surface:

bash

umctl query run demo ".umodel | limit 5"
umctl query run demo ".entity with(domain='platform', name='platform.service', query='degraded')"

Drive UModel from a skill-aware agent — in Claude Code, install both skills in one command:

/plugin marketplace add alibaba/UnifiedModel
/plugin install umodel@unifiedmodel

Then read on: English documentation · 中文文档 · Quick Start · Concepts · Agent Integration.