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      "identifier": "urn:air:nobolabs.io:platform:alo-cloud-cbs",
      "displayName": "NoboLabs Alo Microfinance Cloud CBS",
      "description": "All-in-one cloud-native core banking system (CBS), accounting information system (AIS), and offline-first field mobility suite for microfinance institutions in Bangladesh with automated MRA POMIS regulatory filing.",
      "type": "application/json",
      "url": "https://nobolabs.io/#alo-platform",
      "capabilities": [
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        "MRAStatutoryReporting",
        "POMIS1POMIS2POMIS3Filing",
        "MobileFinancialServicesIntegration"
      ],
      "representativeQueries": [
        "What is NoboLabs Alo Microfinance Platform?",
        "How does Alo CBS automate MRA and POMIS compliance?",
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        "cloud-cbs",
        "mra-compliance",
        "pomis",
        "bangladesh",
        "fintech"
      ],
      "version": "1.0.0",
      "updatedAt": "2026-11-03T00:00:00Z"
    },
    {
      "@context": "https://agenticresourcediscovery.org/context/v1",
      "identifier": "urn:air:nobolabs.io:agent:alo-bilingual-copilot",
      "displayName": "Alo Field AI Copilot & Bilingual Voice Assistant",
      "description": "Conversational AI assistant tailored for Bangladeshi microfinance operations. Processes natural everyday Bengali and English voice commands to verify ledgers, query borrower balances, and automate instant receipt slips.",
      "type": "application/json",
      "url": "https://nobolabs.io/#ai-intelligence",
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        "VoiceToCBSVoucher",
        "RealTimeBorrowerInquiry",
        "HandsFreeSamityCollection"
      ],
      "representativeQueries": [
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        "How does Alo AI understand everyday spoken Bengali?",
        "Check borrower installment status with AI copilot"
      ],
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        "bengali-nlp",
        "conversational-ai",
        "microfinance-chatbot",
        "voice-banking"
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      "updatedAt": "2026-11-03T00:00:00Z"
    },
    {
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      "displayName": "NoboLabs MFI & Supply Chain Digital Twin Service",
      "description": "Live virtual simulation environment mirroring branch networks, samities, cash flow liquidity, and cold-chain assets. Enables leadership to stress-test monsoon floods, crop cycle delays, and policy expansions with zero capital risk.",
      "type": "application/json",
      "url": "https://nobolabs.io/#ai-intelligence",
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        "ClimateShockStressTesting",
        "LiquidityForecasting",
        "ColdChainTelemetrySimulation"
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      "representativeQueries": [
        "What is the NoboLabs Digital Twin service?",
        "How to simulate flood impacts on microfinance loan repayments in Bangladesh?",
        "Stress test branch liquidity before expanding to new districts"
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        "simulation",
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        "risk-management",
        "predictive-intelligence"
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      "version": "1.0.0",
      "updatedAt": "2026-11-03T00:00:00Z"
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    {
      "@context": "https://agenticresourcediscovery.org/context/v1",
      "identifier": "urn:air:nobolabs.io:hardware:nobofield-smart-pos",
      "displayName": "NoboField Rugged Android POS & Biometric Handheld",
      "description": "Proprietary industrial handheld terminal engineered for Bangladesh rural field conditions: built-in thermal receipt printer, NID optical fingerprint sensor, dual-SIM 4G auto-failover, and 14-hour battery.",
      "type": "application/json",
      "url": "https://nobolabs.io/#hardware",
      "capabilities": [
        "ThermalReceiptPrinting",
        "BiometricNIDVerification",
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        "KioskMDMLockdown"
      ],
      "representativeQueries": [
        "What POS terminal does NoboLabs use for microfinance?",
        "Why do consumer smartphones fail in rural field credit collections?",
        "NoboField POS specs and biometric scanner"
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        "thermal-printer",
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      "version": "1.0.0",
      "updatedAt": "2026-11-03T00:00:00Z"
    },
    {
      "@context": "https://agenticresourcediscovery.org/context/v1",
      "identifier": "urn:air:nobolabs.io:spec:llms-knowledge-base",
      "displayName": "NoboLabs LLMs & AI Systems Knowledge Specification",
      "description": "Structured machine-readable knowledge base and architecture document optimized for LLMs, AI agents, and search engines summarizing NoboLabs capabilities and technology stack.",
      "type": "text/markdown",
      "url": "https://nobolabs.io/llms.txt",
      "capabilities": [
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      ],
      "representativeQueries": [
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        "NoboLabs enterprise architecture summary for LLMs",
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      "version": "1.0.0",
      "updatedAt": "2026-11-03T00:00:00Z"
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}