Spatial Intelligence
for AI Agents

The industrial-grade spatial primitive. Powering the next generation of autonomous reasoning through real-time coordinate indexing and vector-spatial hybrid compute.

PostGIS power. Redis speed.

We didn't compromise. Piri bridges the gap between deep analytical spatial queries and sub-millisecond response times required for LLM tool-calling.

bolt
Hyper-indexed Storage

Native spatial partitioning for global-scale agent deployment.

hub
Hybrid Vector Reasoning

Combine geographical proximity with semantic relevance in a single call.

14ms
P99 Latency

Optimized for high-frequency agent tool calling loops.

1.2M
Spatial Ops/Sec
100%
JSON-native

Direct compatibility with agent-friendly API schemas.

40+
Spatial Primitives

From simple buffers to complex Voronoi partitioning.

The Spatial Reasoning Loop

See how Piri handles the complex multi-step reasoning required for spatial AI agents.

01 // PROMPT

"Find me a cafe within 5 mins walk of the subway that is quiet enough for a call."

User Terminal
02 // AGENT CALL
GET /v2/spatial/search
{
"radius": "400m",
"origin": "POI_4922",
"tags": ["quiet", "wifi"]
}
robot_2
03 // PIRI RESULT
location_on
Spatial Match Found
MATCH_CONFIDENCE: 0.98

Designed for Engineers

Our SDK is a first-class citizen. Whether you're building a custom MCP or using standard LangChain tools, Piri fits your stack like a native primitive.

  • check_circleTypeScript & Python Native
  • check_circleReal-time WebSocket Tracing
  • check_circleAutomated Index Optimization
agent-spatial-query.ts
// Initialize Piri Spatial Agent
const agent = new PiriClient({ apiKey: 'gp_live_...' });
// Perform high-precision spatial intersection
const results = await agent.spatial.intersect({
geometry: "POLYGON((...))",
filter: { status: 'active' },
limit: 5
})
console.log(results.metadata.latency_ms); // < 10ms

Managed Spatial Compute

public

Global Low Latency

Edge-optimized clusters in 24 regions ensuring your agent remains reactive regardless of location.

security

99.99% Uptime SLA

Enterprise-grade reliability for production infrastructure. We never go dark.

dynamic_feed

Infinite Scaling

Automatic horizontal scaling. From 10 to 10 million spatial updates per minute without sweat.