Sovereign AI and national digital infrastructure, delivered.

Black Labs Global designs, builds, and operates government platforms that run on infrastructure the state controls: on-premise AI, national information systems, and the architecture underneath them.

RegisteredSingapore · UEN 202219978H

Delivery footprintSoutheast, South & Central Asia

DomainsHealth · Labor & Social Protection · Digital Government

Engagements financed or contracted by The World Bank

Government Ministries Private Sector

Capabilities

Three practices, one principle: the state keeps control of its systems and its data.

SOVEREIGN AI

On-premise AI platforms

Fine-tuned open-weight language models served on government-controlled hardware. No external APIs in the data path, model weights owned by the client, built for low-resource languages and official document standards.

NATIONAL PLATFORMS

Government information systems

Design, development, and operation of national-scale systems for health, labor, and social protection, including interoperability with civil registries, social insurance, and national data exchanges.

INFRASTRUCTURE

Cloud & platform engineering

Kubernetes-based and virtualized environments for government data centers: multi-site availability, software-defined storage and networking, GPU inference tiers, and open-source-first platform architecture.

countries of delivery experience across the group

consecutive World Bank contracts completed in Bhutan

multilateral development banks among contracting clients

94%

national health-facility coverage on our largest deployment

Platform

The sovereign AI appliance for government.

Our engagements taught us the same lesson in every country: governments want modern AI, on hardware they control, in their own language, under their own law. We productized that answer.

BLACK GovAI Agent · On-premise appliance

DRAFT

Official document drafting

Language models fine-tuned on national official-correspondence standards, producing compliant government documents in low-resource languages that general-purpose models handle poorly.

ASK

Talk-to-Data over agency systems

Natural-language questions answered directly from an agency's own databases, with per-user access scoping mapped to the organization's identity groups and read-only enforcement at multiple layers.

AUDIT

Automated compliance auditing

Our first production capability: fine-tuned models auditing government performance reporting against regulatory frameworks, scoring above 0.90 accuracy on our government audit benchmarks.

Ships as a sealed on-premise GPU appliance Air-gapped operation, controlled network egress Open-weight models, weights owned by the client No external APIs in the data path

Request a technical briefing

Selected engagements

Built and operated where reliability is not optional.

Ministry of Health · Royal Government of Bhutan · 2023–2026

AMCHP Tracking Information System — national maternal & child health platform

Multi-phase technical assistance under three consecutive World Bank contracts: system development, data integrity remediation, stabilization, and sustained operational support for the national tracking information system of the Accelerating Maternal and Child Health Outcomes programme.

Delivered across every district of the Kingdom of Bhutan, and handed over with the Ministry's own team trained to operate it.

20 / 20

districts covered nationally

274

primary health facilities on the system

World Bank contracts, completed consecutively

Ministry of Labour & Social Protection · Mongolia · TA-9928 REG · 2023–2024

Digital case management platform for community-based elderly care

Design and delivery of a digital case management platform for Mongolia's community-based long-term care system, under ADB's regional technical assistance for innovative elderly care (financed by the Japan Fund for Prosperous and Resilient Asia and the Pacific).

Built from field research in provincial care centers, deployed with trained case-management experts across pilot sites, and designed for interoperability with health and social-protection registries.

TA-9928

ADB regional technical assistance

30+

care experts trained on the platform

deployment sites incl. provincial centers

Private Sector · Under NDA

Confidential client · Barcelona, Spain · 2024–2026

Offline-first clinical AI platform for frontline health workers

Architecture, machine-learning engineering, and code audit leadership for a clinical decision-support platform designed for low-connectivity settings: on-device AI inference, resilient data synchronization, and diagnostic benchmarking against frontier models.

Engagement details are confidential under NDA; references available to qualified counterparties on request.

Offline-first

engineered for low-connectivity clinical settings

repositories under audit and architecture governance

On-device

AI inference, no external APIs in the clinical path

Group delivery experience. Through the Black Labs group (Ulaanbaatar), our engineers have delivered and operated government cloud platforms serving dozens of public agencies, and enterprise infrastructure for state-owned telecom operators in Central Asia.

Advisory. Our principals serve in senior ICT advisory roles on World Bank-financed programs, spanning employment systems, digital government, and public-sector AI adoption.

Sectors

Health systems

Labor & social protection

Digital government

Public-sector AI

Approach

How we build for governments.

Sovereign by default

Citizen data stays on infrastructure the state owns or controls. Commercial cloud is used only for stateless functions at the edge, never for storage or processing of personal data.

Open-source first

Kubernetes, PostgreSQL-family data platforms, and open-weight AI models: no per-core proprietary licensing that outlives the project, and no vendor the client cannot replace.

Offline-capable

Systems are engineered to keep working where connectivity is weak, from district health facilities in the Himalayas to provincial care centers on the steppe, and to synchronize safely when the network returns.

Handover is the deliverable

Every engagement ends with the client's own team operating the system: documentation, training, and knowledge transfer are planned from day one, not appended at the end.