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README.md

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-title: README
-emoji: 👁
+title: CUI LABS
+emoji: 🔥
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+short_description: Building What the Next Era Runs On
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+sdk_version: 6.13.0
+---
+
+# CUI Labs
+
+**Building What the Next Era Runs On.**
+
+CUI Labs develops trust-critical infrastructure for autonomous and high-consequence systems.
+
+Our work spans post-quantum security, operational AI, blockchain security and interoperability, fintech risk intelligence, mission-critical coordination, and next-generation cognitive compute.
+
+CUI Labs is organized around a portfolio of platforms and initiatives. Across that portfolio, **XIIS — the eXtended Intelligence Infrastructure System** provides a shared architecture for intelligence, execution, trust, assurance, interoperability, and operator visibility.
+
+We build for markets where autonomy, cryptographic trust, operational control, and infrastructure resilience are becoming foundational requirements.
+
+---
+
+## Portfolio Domains
+CUI Labs organizes its work across six deep-technology domains:
+
+### 1. Post-Quantum Security & Cryptography
+Anchored by **QNSP** and **Tunnel**, this domain covers post-quantum storage, key management, secrets, secure connectivity, cryptographic transition, auditability, and quantum-resilient security infrastructure.
+
+### 2. AI, Agents & Operational Intelligence
+Anchored by **CUE**, **BotHub**, and **DDIP**, this domain covers operational intelligence, AI agent discovery, deterministic development intelligence, governed automation, workflow orchestration, and technical AI infrastructure.
+
+### 3. Blockchain Security & Interoperability
+Anchored by **QSIG** and **WAHH**, this domain covers cross-chain security, signing, identity, validator and node assurance, interoperability, provenance, and blockchain settlement rails.
+
+### 4. FinTech, Risk & Quantum-Enhanced Intelligence
+
+Anchored by **QRISK**, **Profy**, and **SIGQ**, this domain covers risk decisioning, fraud intelligence, financial operating workflows, institutional trust, market intelligence, and quantum-enhanced financial analytics.
+
+### 5. Mission-Critical Autonomy & Industrial Coordination
+
+Anchored by **IACC**, this domain covers coordination infrastructure for satellite, defense, energy, telecom, marine, manufacturing, water, emergency services, and other high-consequence operational environments.
+
+### 6. Next-Generation Cognitive Compute
+
+Anchored by **NIOS** and **AIOS**, this domain covers cognitive operating infrastructure, adaptive compute, intelligent operating environments, semantic IPC, self-evolving substrate research, and future execution architectures.
+
+---
+
+## XIIS
+
+**XIIS — the eXtended Intelligence Infrastructure System** is the shared architecture behind the CUI Labs portfolio.
+
+It provides common foundations for:
+
+- cognition and memory
+- reasoning and retrieval
+- runtime execution
+- policy and identity
+- cryptographic trust
+- telemetry and observability
+- evaluation and assurance
+- interoperability across platforms
+
+XIIS is designed to outlast individual models, applications, and interfaces.
+
+---
+
+## Platforms & Initiatives
+
+CUI Labs platforms and initiatives include:
+
+- **QNSP** — quantum-native security platform for post-quantum storage, key management, secrets, auditability, and cryptographic migration.
+- **CUE** — operational intelligence and orchestration platform built on XIIS.
+- **BotHub** — AI agent trust, identity, and market intelligence.
+- **Tunnel** — quantum-safe connectivity fabric.
+- **DDIP** — deterministic development intelligence platform.
+- **QSIG** — quantum-secure identity and signature infrastructure.
+- **WAHH** — blockchain settlement rails and cross-network transaction infrastructure.
+- **SIGQ** — quantum-enhanced market intelligence.
+- **QRISK** — risk intelligence and decisioning infrastructure.
+- **Profy** — financial operating workflows and institutional finance infrastructure.
+- **IACC** — industrial and critical-infrastructure coordination.
+- **AIOS / NIOS** — advanced research programs for future intelligent operating infrastructure.
+
+---
+
+## Hugging Face
+
+This organization hosts public AI and model-related artifacts from CUI Labs.
+
+You may find:
 
-Edit this `README.md` markdown file to author your organization card.
+Models    → model profiles, checkpoints, and future native model releases
+Datasets  → training, evaluation, and domain datasets
+Spaces    → demos, playgrounds, dashboards, and evaluation tools
+Adapters  → LoRA / QLoRA and domain-specific model extensions
+Research  → experimental releases, technical reports, and validation artifacts