Global distributed AI infrastructure

Turn trusted sites worldwide into secure AI inference capacity.

UmamiEdge is a global control plane for distributed GPU and accelerator nodes across telecom towers, universities, banks, hospitals, solar mini-grids, colocation rooms, factories, and enterprise buildings. v8 adds launch readiness: developer and user guides, a 30-day pilot runbook, readiness checks, global reliability controls, committed-capacity billing, customer API-key governance, compliance evidence packs, and safer migration extensions.

router.select_node()

policy = energy_aware + latency_sla + data_residency
Multilingual voice inference21 ms
Regional RAG API35 ms
SOC anomaly review49 ms
Global corridors5

APAC, Africa, EU, MENA, North America

Target capacity1 MW+

multi-region phase-1 capacity

Inference APIs12

voice, RAG, document AI, SOC

Availability target99.5%

per regional cluster

The v8 thesis

Global distributed compute needs docs, operations, reliability, monetization, and compliance before massive scale.

The global wedge is site-hosted inference capacity in controlled environments where power, security, connectivity, compliance, and maintenance are easier to control than residential deployments. v8 adds the launch guides and runbooks needed to move from demo to controlled customer pilot.

01
Site Hosts

Telecom towers · universities · banks · hospitals · solar mini-grids

02
Power Intelligence

Grid + solar + battery telemetry, demand windows, thermal envelope

03
Compute Nodes

GPU/accelerator servers, secure boot, local model cache

04
UmamiEdge Control Plane

Node registry, workload router, tenant policies, billing meter

05
AI Customers

APIs for local-language LLMs, document AI, vision, SOC copilots

Initial demand

Local inference customers before hyperscale ambition.

Multilingual and local-language AI

Low-latency inference for voice agents, customer support, tourism concierge, health triage, public-service access, and market-specific languages.

AI for agriculture, logistics, and industry

Crop advisory, market-price assistants, logistics optimization, industrial copilots, pest image classification, and operational document automation.

Cybersecurity edge monitoring

Regional SOC inference for banks, telcos, government, and critical infrastructure without shipping every event outside the required jurisdiction.

Tourism and field operations

Real-time itinerary support, translation, incident escalation, field dispatch, and regional impact reporting.

Live demo data

Distributed node telemetry.

Open ops center

Singapore Colo Node 01

Colocation / enterprise edge · Singapore, Singapore
online
Power
24.2 kW
Headroom
8.4 kW
Latency
12 ms
Uptime
99.96%
GPU util. 77%Risk: low

APAC fintech and enterprise AI inference

Dar Tower Node 01

Telecom tower · Dar es Salaam, Tanzania
online
Power
18.4 kW
Headroom
5.6 kW
Latency
21 ms
Uptime
99.92%
GPU util. 74%Risk: low

Swahili voice and tourism inference

Frankfurt Sovereign Node

Enterprise / sovereign AI site · Frankfurt, Germany
online
Power
30.8 kW
Headroom
9.2 kW
Latency
18 ms
Uptime
99.88%
GPU util. 69%Risk: low

EU data-residency inference

Dubai Enterprise Campus Node

Enterprise campus · Dubai, United Arab Emirates
degraded
Power
28.7 kW
Headroom
3.1 kW
Latency
44 ms
Uptime
98.74%
GPU util. 84%Risk: medium

Arabic document AI and customer service

Ashburn Edge Node

Regional data-center room · Ashburn, United States
offline
Power
0 kW
Headroom
0 kW
Latency
ms
Uptime
97.31%
GPU util. 0%Risk: high

Pending maintenance window