Defense & Critical Infrastructure Intelligence Solutions

Government and defense agencies and critical infrastructure operators face compounding challenges — geopolitical risk, supply chain security, and information manipulation — while demanding the highest level of data sovereignty. LargitData combines InfoMiner threat intelligence monitoring, supply chain security review, and the RAGi on-premise AI engine to deliver a fully on-premise intelligence solution where data never leaves the organization.

Four Core Use Cases

In an increasingly complex information environment, these are the four intelligence capabilities government, defense, and critical infrastructure organizations need most:

• Disinformation & fake-news detection：Automatically collect and cross-compare content from multiple sources to identify fake news and disinformation spreading across platforms, trace its origin and diffusion path, and issue early warnings before public opinion spirals out of control.
• Cognitive warfare countermeasures：Identify patterns of information manipulation and coordinated narrative-steering, analyzing narrative framing, emotional mobilization, and synchronized posting to help organizations understand the tactics and scale of foreign influence operations.
• Coordinated inauthentic behavior & anomalous account detection：Detect troll armies, bot accounts, and coordinated inauthentic behavior, exposing the clusters behind the operation through posting cadence, relationship networks, and content similarity.
• Open-source intelligence collection (OSINT)：Continuously collect intelligence from public, lawfully accessible sources — news, social media, forums, public sanctions lists, and open government procurement data — turning scattered information into actionable assessments.

Industry Challenges

Government, defense, and critical infrastructure organizations operate in a risk environment far more complex than that of ordinary enterprises:

• Rising geopolitical risk：Changes in cross-strait relations, international trade policy, and export controls can disrupt the supply chain and operations within a short time, requiring continuous intelligence monitoring.
• Cognitive warfare & information manipulation：Fake news, disinformation, and coordinated narrative-steering can spread within hours, undermining public trust and social stability; organizations need real-time detection and assessment capabilities.
• Supply chain security threats：Critical infrastructure supply chains involve major public interests; if any link involves a sanctioned entity or a high country-risk supplier, the consequences can be severe.
• Data sovereignty and confidentiality control：Sensitive data must not leave the country or be processed via external clouds, imposing strict compliance requirements on the deployment method.
• Cyber security compliance pressure：Must comply with the cybersecurity standards of government, defense, and critical infrastructure, with complete audit trails and verifiability.

Industry Solutions

LargitData provides government, defense, and critical infrastructure organizations with an integrated solution spanning threat intelligence, supply chain security, and on-premise AI:

InfoMiner — Threat Intelligence & Disinformation Monitoring

• Real-time, multi-source monitoring of news, social media, forums, and public data to capture geopolitical risk and disinformation signals.
• Identify fake news, coordinated narrative-steering, and anomalous account clusters, tracking narrative diffusion paths and the operations behind them.
• Screening against public sanctions lists such as OFAC, EU, and UN to identify sanctioned entities and related parties.
• AI sentiment analysis and anomaly-in-volume detection to issue real-time alerts before risks spread.

Learn MoreInfoMiner Social Listening

RAGi On-Premise — On-Premise AI Knowledge and Assessment Engine

• Integrating intelligence data with the internal knowledge base into an on-premise AI engine to automatically generate assessment reports.
• All data processing and model inference are performed entirely within the unit's internal network, with data never leaving the organization.
• Supporting natural-language queries to help analysts quickly retrieve intelligence and historical cases.
• Can be paired with the QubicX on-premise AI hardware platform (NVIDIA DGX Spark, Mac Studio) to provide a complete on-premise deployment carrier.

Learn MoreRAGi Enterprise AI Retrieval-Augmented Generation Engine; QubicX On-Premise AI Platform

Key Capabilities

• Disinformation detection: identify false content spreading across platforms and trace its origin.
• Cognitive warfare assessment: analyze information manipulation, narrative framing, and coordinated narrative-steering patterns.
• Anomalous account detection: expose troll armies, bots, and coordinated inauthentic behavior clusters.
• Threat intelligence monitoring: continuous monitoring of geopolitical, cyber, and public dark-web intelligence.
• Automated sanctions screening: cross-checking against public sanctions and watchlists such as OFAC, EU, and UN.
• Supply chain security review: assessment of supplier country risk, beneficial owners, and performance records.
• OSINT collection: build an actionable intelligence foundation from public, lawful sources.
• On-premise AI assessment and report generation: intelligence analysis and assessment with data never leaving the organization.
• Audit trails and source traceability: ensuring that intelligence outputs are verifiable and traceable.

Deployment: On-Premise First, Ensuring Data Sovereignty

Government, defense, and critical infrastructure clients demand the highest level of data sovereignty. LargitData offers an on-premise-first deployment: RAGi On-Premise installs the full AI engine inside the organization's internal network, paired with the QubicX on-premise AI hardware platform (supporting NVIDIA DGX Spark, Mac Studio, and more), so all data processing and model inference happen on the internal network — sensitive data never leaves the country or passes through an external cloud. This architecture resolves the core "data cannot leave the country" pain point while retaining full AI analysis and intelligence assessment capabilities.

Data Governance and Cyber Security Compliance

All external intelligence collected by this solution comes from public, lawfully accessible sources — such as public sanctions lists, open government procurement data, news, and public web information. The system enforces access control, encrypted storage, audit trails, and data retention policies, ensuring compliance with the cybersecurity standards of government, defense, and critical infrastructure, as well as the Personal Data Protection Act, GDPR, and other regulations. Every intelligence output is traceable to its source, ensuring assessments can withstand scrutiny.

Use Cases

Scenario 1: Disinformation & cognitive warfare detection

Using InfoMiner, an organization monitors cross-platform narrative diffusion. The system identifies fake news, coordinated narrative-steering, and anomalous account clusters, analyzes posting cadence and relationship networks, and issues early warnings in the initial phase of disinformation spread — helping decision-makers understand the tactics and scale of information manipulation.

Scenario 2: Continuous supply chain security review

A unit establishes a continuous monitoring mechanism for key suppliers. The system automatically screens sanctions lists, monitors supplier-related adverse media and country risk, and issues real-time alerts when sanctions lists are updated or significant events occur, enabling procurement and security departments to assess alternatives early.

Case 3: On-Premise Classified Intelligence Analysis

For high-classification intelligence work, the unit adopts RAGi On-Premise paired with QubicX on-premise hardware, keeping all analysis work within the internal network. Analysts can query historical intelligence and cases in natural language, with all data staying entirely within the organization, meeting the strictest data sovereignty requirements.