Sovereign decision intelligence

We counsel those who decide.

ARGUS AI Lab builds, validates and demonstrates trusted, human-controlled decision infrastructure — sovereign AI for governments, resilience and allied security organisations. House of BioHealth, Esch-sur-Alzette, Luxembourg.

We do not automate power. We equip those who carry responsibility for it. The human decides — always.
Luxembourg · Europe
Explore ARGUS

Technology partners

Our laboratory compute, workstations, displays, storage systems and networking equipment require reliable and resilient infrastructure and hardware. That is why we use technology proven over decades from Dell Technologies, with computing acceleration powered by NVIDIA.

DELL TechnologiesNVIDIA

What ARGUS Lab does

Civilisation-scale intelligence, tested in the real world.

ARGUS is the laboratory where Aigov.consulting develops, extends and field-tests its three civilisation-scale programmes.

Better decisions begin with clear evidence, tested scenarios and transparent recommendations.

Dashboards → decision systems → simulations → civilisation-scale intelligence infrastructure

Decision pipeline

01
CollectSignal intake

OSINT · open sources · government APIs · media · market signals

Key characteristics

  • 60+ government APIs, feeds and databases
  • 34 active collectors running 24/7
  • 100% source traceability — every record keeps its origin and timestamp
  • Structured and unstructured data: statistics, documents, news, market data
  • Stored inside the lab’s sovereign data boundary (AEGIS secure local-AI enclave)
OUT → Verified evidence base
02
AnalyseSensemaking

Influence graphs · indices · ratings · entities

Key characteristics

  • Entity resolution: people, organisations, states, events
  • Social graph of the world’s top participants: coalitions and contact frequency
  • Composite national indices and 10-year trajectories
  • Ratings and interest radar for 1,000+ top leaders
  • Risk clusters and early-warning signals (PreventWars)
  • Historical baseline: AIGORA Atlas — 444 polities, 1,494 century-level entries (Seshat)
OUT → Situational picture with explicit uncertainty
03
SimulateScenario engine

Swarm models · agent twins · scenarios · simulations · game theory · Dream Board · OrAicle · multi-agent AI analysis & geopolitical scenario simulation

Key characteristics

  • Swarm models and agent twins of key actors
  • Game-theory and multi-agent AI analysis
  • Scenario branches: baseline / escalation / de-escalation
  • Sentinel Orb multi-agent geopolitical scenario simulation
  • Dream Board and OrAicle for structured foresight
  • No deterministic prediction — ranges and assumptions stay explicit
OUT → Tested scenario branches and escalation pathways
04
RecommendDecision options

Options with consequences and cost

Key characteristics

  • Alternative courses of action compared side by side
  • For each option: expected effects, cost, risks and time window
  • Explicit uncertainty and confidence level on every conclusion
  • Competing hypotheses and the points where intervention remains possible
  • Every recommendation linked to its sources and simulation runs
  • Decision brief prepared for the BrainRoom 100-inch video wall
OUT → Decision brief for human review
05
DecideHuman authority

A human. Always.

Key characteristics

  • Mandatory human review and approval gate — no autonomous action
  • Role-based access, policy gates and escalation thresholds
  • Authorised execution only, within the decision-maker’s mandate
  • Full audit trail: who decided, when, and on what evidence
  • Outcomes feed back into Collect — the system learns from every decision
OUT → Accountable decision on record → feedback to 01

Evidence → understanding → tested scenarios → costed options → accountable human decision. Every step is traceable.

Pipeline schematic · live flow

Status: PROCESSING
Pipeline schematic · live flowARGUS AI Lab · Decision Pipeline · Rev ASOVEREIGN DATA BOUNDARY · AEGIS / AISUS · LOCAL INFERENCEOSINTOpen sourcesGovernment APIs (60+)MediaMarket signalsN-01.001 COLLECTPROCESSINGCollectors ×34 Provenance tag Normalise OUT → Verifiedevidence baseN-02.002 ANALYSESTANDBYEntityresolution Influencegraph Compositeindices Leader ratings& interest radar OUT → Situationalpicture withexplicit uncertaintyN-03.003 SIMULATESTANDBYSwarm models Agent twins Game theory Dream Board OrAicle BASELINEESCALATIONDE-ESCALATIONOUT → Tested scenariobranches and escalationpathwaysN-04.004 RECOMMENDSTANDBYOption A Option B Option C Sources & runslinked OUT → Decision brieffor human reviewN-05.005 DECIDESTANDBYReview Approve / Reject Authorisedexecution OUT → Accountabledecision on record →feedback to 01AUDIT TRAIL · 100% TRACEABILITYOUTCOMES → LEARNINGLIVE PACKETHUMAN GATEAUDIT LOGARGUS AI LabDecision Pipeline · Rev ADRAWING DP-01 · REV ASCALE 1:1ISO 5457

Trusted decision loop

  1. 01Signals & data
  2. 02AI-assisted sensemaking
  3. 03Multi-agent simulation
  4. 04Options & uncertainty
  5. 05Human review & approval
  6. 06Authorised execution
  7. 07Audit trail & learning
01AIGOV

Sovereign decision intelligence for governments.

Sovereign AI systems for accountable public decision-making, institutional intelligence and deployment — built for teams around presidents, ministers and strategic councils, in their language, on their data, for their risks.

What it is

  • Psychohistory engine modelling countries through composite indices, 10-year trajectories and live signals 24/7.
  • 60+ government APIs, feeds and databases; 34 active collectors; 100% source traceability.
  • National console prototypes for four countries.

What the lab will build next

  • New national consoles and composite indices.
  • Local sovereign inference through AISUS and AEGIS.
02AiGORA

Planetary operating system for humans and AI agents.

A governed civic space where people and AI entities coexist with transparent authorship, permissions, policy gates, escalation thresholds and a fully auditable record.

What it is

  • A social graph of the world’s top participants and their connections, showing coalitions and contact frequency in real or simulated time.
  • Agent councils, tension scenarios, oracles, an interest radar and ratings for more than 1,000 top leaders.
  • AIGORA Atlas: 35 regions, 444 polities and 1,494 century-level entries from Seshat.

What the lab will build next

  • Larger governed agent councils.
  • Atlas ↔ live-index coupling for research and planning.
03PreventWars

Early warning and de-escalation.

A global signal field that helps analysts see escalation in hours, not in the morning digest — without claiming deterministic prediction.

What it is

  • Hundreds of live signals, risk clusters, competing hypotheses and response protocols.
  • Escalation pathways and the points where intervention remains possible.
  • Sentinel Orb multi-agent geopolitical scenario simulation.

What the lab will build next

  • SIS v2 cascading disruption simulation.
  • BrainRoom tabletop exercises on the lab’s 100-inch video wall.

ARGUS platform stack

AISUSSovereign AI operating environmentSIS v2Multi-agent simulation & predictive analysisAiGORAGoverned agent coordinationAEGISSecure local-AI enclavePreventWarsEarly warning & de-escalationBrainRoomPhysical-digital decision environment

Vision & mission

Human control at the centre of sovereign AI.

We build dual-use decision infrastructure for accountable institutions: traceable evidence, explicit uncertainty, governed agents and simulations that strengthen judgement rather than replace it.

01

Sovereignty by design

Local inference, controlled data boundaries and deployment on terms institutions can defend.

02

Accountable intelligence

Every source, recommendation, uncertainty and human approval remains traceable.

03

Dual-use resilience

Decision systems for public institutions, infrastructure resilience and allied security.

04

Follow the sun

Leadership and the laboratory’s swarm brain in Luxembourg, combined with a reliable, cost-efficient and uncompromising engineering and technology stack in Thailand, have sustained continuous development and 24/7 technical support for 12 years.

Why Luxembourg

A pragmatic deep-tech base for trusted European capability

House of BioHealth

A secure, well-connected campus in Esch-sur-Alzette chosen as a practical home for the laboratory — not as a sector constraint.

  • Redundant fibre and controlled access
  • High-quality laboratory infrastructure
  • EU institutional proximity
  • Cross-border research connectivity
Visit hobl.lu

Luxembourg advantage

A compact EU centre for sovereign compute, public-private coordination and cross-border consortia.

Luxembourg AI FactoryLuxinnovationNATO DIANA pathwaysDefence & dual-use fundingEU consortiaSNCI co-financing

The laboratory

100 m². One working volume. Mission control for sovereign decisions.

No themed rooms and no decorative fiction — one disciplined laboratory with eight engineering stations, a four-screen decision wall and a glass server bay.

Preparing the laboratory…

Design renders

Four photoreal studies of the same mission-control volume.

Team model

One laboratory. Two time zones. Continuous momentum.

From month 1

Luxembourg

2 managers + 4 AI developers from month 3

Partner engineering hub

Thailand

6 engineers via Employer of Record and coworking hub

A structured handover keeps research, engineering and delivery moving nearly around the clock.

12-month roadmap

From formation to funded delivery

1
M−4 — M−1

Build the case

Luxinnovation meeting, pitch deck and financial plan; approach LBAN angels and seed VCs; secure equipment finance offers.

2
M1

Close and launch

Complete the equity funding round, incorporate ARGUS AI Lab S.à r.l., apply to Fit 4 Start, prepare investment-efficiency and foreign-direct-investment reports, and continue developing and supporting existing projects.

3
M2

Install capability

Draw equipment finance, confirm on-site GPU power and cooling or colocation, and progress SNCI co-financing.

4
M3 — M6

Activate programmes

Submit RDI/YIE and relevant dual-use calls; evaluate Luxembourg AI Factory compute and EU consortia.

5
M6 — M12

Scale the runway

Receive first grant reimbursements, prepare an EIC Accelerator short proposal and plan the follow-on round.

Technology partners

Our laboratory compute, workstations, displays, storage systems and networking equipment require reliable and resilient infrastructure and hardware. That is why we use technology proven over decades from Dell Technologies, with computing acceleration powered by NVIDIA.

DELL TechnologiesNVIDIA

Budget & funding

A disciplined path to a 12-month runway

A blended capital plan combines equity, equipment finance and non-dilutive programmes.

Operating costs · 12 months€951,386
Equipment capex€600,000
Total 12-month budget€1,551,386

Capital sources

Founders’ equity · €150,000Business angels (LBAN) · €400,000Seed VC · €700,000Equipment loan / lease · €300,000Grants year 1 · €200,000

Use of funds

Cumulative cash outflow

Grant scenarios

Conservative€0 grant€1,551,386 net need
Medium€101,700 grant€1,449,686 net need
Upside€348,040 grant€1,203,346 net need

Funding instruments

✦

Young Innovative Enterprise

Grant up to €1M · 70% co-funding up to 3 years

✦

RDI Law

45–70% of eligible project costs

✦

Ministry / FNR AI call

Thematic grant up to €700k

✦

Fit 4 Start

Acceleration support up to €150k

✦

EIC Accelerator

Grant up to €2.5M + €1–10M equity

✦

SNCI loans & PCP

Co-financing and 0% loan up to €200k

✦

LBAN angels

20% investor income-tax credit

✦

Luxembourg AI Factory

Subsidised in-kind AI compute

✦

Equipment leasing

Asset-backed financing for hardware

Basic planning estimate, not tax, legal or investment advice.

Ecosystem

A European network for sovereign and dual-use intelligence

ARGUS is designed to work across public institutions, research, compute, resilience and allied security.

ARGUS
AI LAB
Luxinnovation
Luxembourg AI Factory
University of Luxembourg
LIST
NATO DIANA pathways
EU consortia
Allied security organisations

Start a conversation

Build trusted decision capability with us

We welcome public-sector partners, allied organisations, research consortia, investors and exceptional technical talent.

aigovconsulting@gmail.comHouse of BioHealth · 29 rue Henri Koch · L-4354 Esch-sur-Alzette · Luxembourg