{
    "$schema": "https://json-schema.org/draft/2020-12/schema",
    "schema_name": "RAICHAND AI Resource Descriptor",
    "schema_version": "1.0.0",
    "resource_type": "business_website_ai_descriptor",
  
    "identity": {
      "name": "RAICHAND",
      "legal_name_not_provided_in_sources": true,
      "website": "https://www.raichandgroup.com",
      "established": "2021",
      "tagline": "Built for execution.",
      "positioning": "Execution ecosystem",
      "core_statement": "Make execution accessible. Connect the right capabilities. Help businesses move forward.",
      "operating_principle": "Understand the need. Connect the capability. Take responsibility for the execution.",
      "relationship_principles": [
        "clarity",
        "accountability",
        "mutual responsibility"
      ],
      "avoid_positioning": "RAICHAND is not built around a catalogue; it is built around execution."
    },
  
    "taxonomy": {
      "verticals": [
        {
          "id": "business-solutions",
          "canonical": "Business Solutions",
          "about_alias": "Consulting",
          "role": "BUILD, TEST & EXPAND",
          "capabilities": [
            "strategy",
            "systems",
            "market development",
            "digital execution",
            "compliance",
            "content",
            "business support"
          ]
        },
        {
          "id": "recruitment-rentals",
          "canonical": "Recruitment & Rentals",
          "about_alias": "Staffing",
          "role": "HIRE & RENT",
          "capabilities": [
            "overseas recruitment",
            "contractual staffing",
            "workforce support across GCC markets"
          ]
        },
        {
          "id": "merchandise-sourcing",
          "canonical": "Merchandise Sourcing",
          "about_alias": "Trading",
          "role": "SOURCE & DISTRIBUTE",
          "capabilities": [
            "global sourcing",
            "manufacturer connections",
            "private label support",
            "wholesale supply",
            "GCC distribution"
          ]
        }
      ],
      "operating_modes": [
        "BUILD",
        "TEST",
        "EXPAND",
        "HIRE",
        "RENT",
        "SOURCE",
        "DISTRIBUTE"
      ]
    },
  
    "catalog_count": {
      "about_page_claim": 30,
      "active_named_items_enumerated": 29,
      "calculation": "23 BUILD service touchpoints + 2 market-entry paths + 2 workforce paths + 2 merchandise paths",
      "discrepancy_note": "The source About page says 3 VERTICALS · 30 OFFERINGS, while the active service data supplied enumerates 29 named current items. Do not invent a 30th item."
    },
  
    "business_solutions": {
      "categories": [
        "Think & Plan (Strategy & Investment)",
        "Attract & Sell (Marketing & Branding)",
        "Build & Automate (Digital & Technology)",
        "Explain & Protect (Content, Support & Legal)"
      ],
  
      "build_journey": [
        {
          "number": "01",
          "short": "VALIDATE",
          "title": "Idea Validation & Market Clarity",
          "timeframe": "0–3 months",
          "question": "Is this opportunity actually worth building?",
          "description": "BUILD starts with clarity around demand, market fit, commercial viability and the route to launch.",
          "service_ids": [
            "feasibility-study-market-research",
            "market-trend-analysis",
            "business-plan-go-to-market"
          ]
        },
        {
          "number": "02",
          "short": "EXPLAIN",
          "title": "Content, Communication, Documentation & Protection",
          "timeframe": "3–6 months",
          "question": "Can my business communicate clearly and protect itself as it starts operating?",
          "description": "Connect content, communication, training, legal and support layers required to operate professionally.",
          "service_ids": [
            "branding-solutions",
            "company-profile-writing",
            "seo-content-creation",
            "custom-web-pages",
            "page-design-services",
            "website-design-development"
          ]
        },
        {
          "number": "03",
          "short": "ATTRACT",
          "title": "Lead Generation, Marketing & Audience Engagement",
          "timeframe": "6–12 months",
          "question": "How do I consistently get the right people to notice and engage with my business?",
          "description": "Connect marketing activity with a clearer commercial purpose.",
          "service_ids": [
            "lead-generation",
            "mass-mailing-services",
            "emailer-design-content",
            "custom-faqs-development",
            "press-release-services",
            "social-media-management",
            "multi-platform-social-media",
            "seo-optimization"
          ]
        },
        {
          "number": "04",
          "short": "SYSTEMIZE",
          "title": "Systems, Scale & Process Optimization",
          "timeframe": "9–18 months",
          "question": "Can the business operate properly without everything depending on me?",
          "description": "Move from improvisation toward repeatable execution as people, customers and transactions increase.",
          "service_ids": [
            "crm-api-ivr-erp-solutions",
            "training-material-development",
            "legal-drafting-services",
            "organizational-structure-strategy"
          ]
        },
        {
          "number": "05",
          "short": "GROW",
          "title": "Fundraising, Expansion & Institutional Growth",
          "timeframe": "12–24 months",
          "question": "What needs to be ready before I raise capital or enter another market?",
          "description": "Connect founders with the planning and preparation required for capital, new markets or institutional growth.",
          "service_ids": [
            "strategic-business-expansion-planning",
            "investment-profiling-financials-pitch-deck"
          ]
        }
      ],
  
      "services": [
        {
          "id": "feasibility-study-market-research",
          "name": "Feasibility Study & Market Research Analysis",
          "category": "Think & Plan (Strategy & Investment)",
          "mode": "BUILD",
          "path": "/offerings/feasibility-and-market-research",
          "old_price_aed": 3000,
          "current_price_aed": 2550,
          "discount_percent": 15,
          "trigger": "Is this even a real opportunity?",
          "purpose": "Understand the opportunity before spending significant time or money building around an assumption."
        },
        {
          "id": "business-plan-go-to-market",
          "name": "Business Plan & Go-to-Market Strategy",
          "category": "Think & Plan (Strategy & Investment)",
          "mode": "BUILD",
          "path": "/offerings/business-plan-and-go-to-market",
          "old_price_aed": 3000,
          "current_price_aed": 2550,
          "discount_percent": 15,
          "trigger": "I need a launch roadmap.",
          "purpose": "Turn the idea into a structured business and go-to-market direction."
        },
        {
          "id": "organizational-structure-strategy",
          "name": "Organizational Structure & Strategy Development",
          "category": "Think & Plan (Strategy & Investment)",
          "mode": "BUILD",
          "path": "/offerings/organizational-structure-and-strategy",
          "old_price_aed": 3000,
          "current_price_aed": 2550,
          "discount_percent": 15,
          "trigger": "Too many people, no clarity",
          "purpose": "Create clearer responsibilities, reporting structure and organizational direction."
        },
        {
          "id": "investment-profiling-financials-pitch-deck",
          "name": "Investment Profiling, Financials & Pitch Deck Creation",
          "category": "Think & Plan (Strategy & Investment)",
          "mode": "BUILD",
          "path": "/offerings/investment-profiling-and-pitch-deck",
          "old_price_aed": 5000,
          "current_price_aed": 4250,
          "discount_percent": 15,
          "trigger": "Raising funds or pitching",
          "purpose": "Prepare stronger investor-facing financial and business communication."
        },
        {
          "id": "market-trend-analysis",
          "name": "Comprehensive Market Trend Analysis",
          "category": "Think & Plan (Strategy & Investment)",
          "mode": "BUILD",
          "path": "/offerings/market-trend-analysis",
          "old_price_aed": 3000,
          "current_price_aed": 2550,
          "discount_percent": 15,
          "trigger": "Is this a trending or dying market?",
          "purpose": "Understand market movement and competitive direction before blindly copying what others are doing."
        },
        {
          "id": "strategic-business-expansion-planning",
          "name": "Strategic Business Expansion Planning",
          "category": "Think & Plan (Strategy & Investment)",
          "mode": "BUILD",
          "path": "/offerings/business-expansion-planning",
          "old_price_aed": 5000,
          "current_price_aed": 4250,
          "discount_percent": 15,
          "trigger": "New country or region",
          "purpose": "Evaluate the expansion decision before committing resources blindly."
        },
        {
          "id": "branding-solutions",
          "name": "Comprehensive Branding Package",
          "category": "Attract & Sell (Marketing & Branding)",
          "mode": "BUILD",
          "path": "/offerings/branding-solutions",
          "old_price_aed": 4000,
          "current_price_aed": 3400,
          "discount_percent": 15,
          "trigger": "Need to pitch or go live",
          "purpose": "Create a consistent identity instead of assembling disconnected visual elements."
        },
        {
          "id": "social-media-management",
          "name": "Social Media Management Services",
          "category": "Attract & Sell (Marketing & Branding)",
          "mode": "BUILD",
          "path": "/offerings/social-media-management",
          "old_price_aed": 3000,
          "current_price_aed": 2550,
          "discount_percent": 15,
          "trigger": "Need consistent digital presence",
          "purpose": "Build consistency around a strategy rather than publishing random posts."
        },
        {
          "id": "multi-platform-social-media",
          "name": "Multi-Platform Social Media Management",
          "category": "Attract & Sell (Marketing & Branding)",
          "mode": "BUILD",
          "path": "/offerings/multi-platform-social-media",
          "old_price_aed": 1000,
          "current_price_aed": 850,
          "discount_percent": 15,
          "trigger": "Testing new channels",
          "purpose": "Expand digital activity while maintaining consistency in brand voice."
        },
        {
          "id": "mass-mailing-services",
          "name": "Targeted Mass Mailing Services",
          "category": "Attract & Sell (Marketing & Branding)",
          "mode": "BUILD",
          "path": "/offerings/mass-mailing-services",
          "old_price_aed": 1000,
          "current_price_aed": 850,
          "discount_percent": 15,
          "trigger": "B2B outreach",
          "purpose": "Create targeted outreach instead of relying on poor-quality or irrelevant databases."
        },
        {
          "id": "lead-generation",
          "name": "Effective Lead Generation Campaigns",
          "category": "Attract & Sell (Marketing & Branding)",
          "mode": "BUILD",
          "path": "/offerings/lead-generation",
          "old_price_aed": 1000,
          "current_price_aed": 850,
          "discount_percent": 15,
          "trigger": "Want sales",
          "purpose": "Build campaigns around commercially relevant audiences rather than spending without a clear objective."
        },
        {
          "id": "press-release-services",
          "name": "Press Release Writing & Distribution",
          "category": "Attract & Sell (Marketing & Branding)",
          "mode": "BUILD",
          "path": "/offerings/press-release-services",
          "old_price_aed": 3000,
          "current_price_aed": 2550,
          "discount_percent": 15,
          "trigger": "News to announce",
          "purpose": "Structure announcements professionally and distribute them with purpose."
        },
        {
          "id": "page-design-services",
          "name": "Professional Page Design Services",
          "category": "Build & Automate (Digital & Technology)",
          "mode": "BUILD",
          "path": "/offerings/page-design-services",
          "old_price_aed": 500,
          "current_price_aed": 425,
          "discount_percent": 15,
          "trigger": "Need polished pitch visuals",
          "purpose": "Present information in a more structured and professional format."
        },
        {
          "id": "custom-web-pages",
          "name": "Custom Web Page Creation",
          "category": "Build & Automate (Digital & Technology)",
          "mode": "BUILD",
          "path": "/offerings/custom-web-pages",
          "old_price_aed": 700,
          "current_price_aed": 595,
          "discount_percent": 15,
          "trigger": "Landing or sales pages",
          "purpose": "Build pages around the commercial objective and message."
        },
        {
          "id": "website-design-development",
          "name": "Professional Website Design & Development",
          "category": "Build & Automate (Digital & Technology)",
          "mode": "BUILD",
          "path": "/offerings/website-design-and-development",
          "old_price_aed": 3000,
          "current_price_aed": 2550,
          "discount_percent": 15,
          "trigger": "Final website build",
          "purpose": "Bring the brand, content and digital experience together."
        },
        {
          "id": "crm-api-ivr-erp-solutions",
          "name": "Tailored CRM, API, IVR & ERP Solutions with Vendor Matching",
          "category": "Build & Automate (Digital & Technology)",
          "mode": "BUILD",
          "path": "/offerings/crm-api-ivr-erp-solutions",
          "old_price_aed": 3000,
          "current_price_aed": 2550,
          "discount_percent": 15,
          "trigger": "Need automation",
          "purpose": "Identify the right technology approach around the actual operational requirement."
        },
        {
          "id": "seo-content-creation",
          "name": "SEO-Friendly Web Content Creation",
          "category": "Explain & Protect (Content, Support & Legal)",
          "mode": "BUILD",
          "path": "/offerings/seo-content-creation",
          "old_price_aed": 700,
          "current_price_aed": 595,
          "discount_percent": 15,
          "trigger": "Building website content",
          "purpose": "Create business content around positioning and search intent rather than generic copy."
        },
        {
          "id": "emailer-design-content",
          "name": "Professional Emailer Design & Content Creation",
          "category": "Explain & Protect (Content, Support & Legal)",
          "mode": "BUILD",
          "path": "/offerings/emailer-design-and-content",
          "old_price_aed": 700,
          "current_price_aed": 595,
          "discount_percent": 15,
          "trigger": "Campaigns and launches",
          "purpose": "Make campaign communication clearer, more professional and action-oriented."
        },
        {
          "id": "company-profile-writing",
          "name": "Professional Company Profile Writing",
          "category": "Explain & Protect (Content, Support & Legal)",
          "mode": "BUILD",
          "path": "/offerings/company-profile-writing",
          "old_price_aed": 3000,
          "current_price_aed": 2550,
          "discount_percent": 15,
          "trigger": "Meeting clients or investors",
          "purpose": "Communicate the business professionally when credibility matters."
        },
        {
          "id": "seo-optimization",
          "name": "SEO Optimization Services",
          "category": "Explain & Protect (Content, Support & Legal)",
          "mode": "BUILD",
          "path": "/offerings/seo-optimization",
          "old_price_aed": 3000,
          "current_price_aed": 2550,
          "discount_percent": 15,
          "trigger": "Need stronger organic visibility",
          "purpose": "Improve search visibility through keyword research, on-page SEO, off-page SEO and ongoing performance tracking rather than relying only on paid acquisition."
        },
        {
          "id": "custom-faqs-development",
          "name": "Customized FAQs Creation for Customer Support",
          "category": "Explain & Protect (Content, Support & Legal)",
          "mode": "BUILD",
          "path": "/offerings/custom-faqs-development",
          "old_price_aed": 2000,
          "current_price_aed": 1700,
          "discount_percent": 15,
          "trigger": "Repeated questions from leads",
          "purpose": "Turn recurring questions into useful, repeatable customer communication."
        },
        {
          "id": "training-material-development",
          "name": "Custom Training Material Development",
          "category": "Explain & Protect (Content, Support & Legal)",
          "mode": "BUILD",
          "path": "/offerings/training-material-development",
          "old_price_aed": 3000,
          "current_price_aed": 2550,
          "discount_percent": 15,
          "trigger": "Team onboarding",
          "purpose": "Create repeatable training material instead of repeatedly explaining the same processes."
        },
        {
          "id": "legal-drafting-services",
          "name": "Professional Legal Drafting Services",
          "category": "Explain & Protect (Content, Support & Legal)",
          "mode": "BUILD",
          "path": "/offerings/legal-drafting-services",
          "old_price_aed": 3000,
          "current_price_aed": 2550,
          "discount_percent": 15,
          "trigger": "Contracts, NDAs and agreements",
          "purpose": "Create professionally structured business documentation instead of relying on generic templates."
        }
      ]
    },
  
    "staffing": {
      "vertical": "Recruitment & Rentals",
      "aliases": [
        "Staffing",
        "Recruitment & Workforce Solutions"
      ],
      "modes": [
        {
          "id": "hire",
          "name": "HIRE - Overseas Recruitment",
          "path": "/recruitment-and-rentals#hire",
          "lead_path": "/lead?service=Overseas%20Recruitment",
          "description": "Overseas blue-collar manpower recruitment for businesses requiring operational workforce sourced internationally.",
          "source_countries": [
            "India",
            "Nepal",
            "Bangladesh",
            "Sri Lanka",
            "Pakistan",
            "Philippines",
            "Indonesia",
            "Myanmar",
            "Uganda",
            "Ghana",
            "Kenya",
            "Ethiopia"
          ],
          "deployment_markets": [
            "UAE",
            "Saudi Arabia",
            "Bahrain",
            "Oman",
            "Qatar",
            "Kuwait",
            "Malaysia"
          ],
          "operating_categories": [
            "Labourers",
            "Helpers",
            "Cleaners",
            "Warehouse staff",
            "Drivers",
            "Hospitality teams",
            "MEP technicians",
            "Industrial & operational workforce"
          ],
          "process": [
            "Requirement Mapping",
            "Country & Source Strategy",
            "Screening & Validation",
            "Interviews & Selection",
            "Documentation & Deployment",
            "Post-Arrival Monitoring"
          ],
          "reasons": [
            "Local talent is expensive",
            "Skilled manpower is limited",
            "Attrition rates are high",
            "Timelines are tight"
          ],
          "positioning": "RAICHAND describes this as an operational partnership focused on continuity, not simply forwarding CVs."
        },
        {
          "id": "rent",
          "name": "RENT - Contractual Staffing",
          "path": "/recruitment-and-rentals#rent",
          "lead_path": "/lead?service=Rental%20Manpower",
          "description": "Contractual/rental workforce solutions designed around flexible staffing requirements, workforce continuity and cost visibility.",
          "benefits": [
            "Cost predictability through fixed operating fees",
            "Faster deployment of skilled workers",
            "Compliance and safety handled by provider",
            "Workforce flexibility for scaling",
            "Reduced HR overhead for payroll and legal administration"
          ],
          "compliance": [
            "Labour law compliance",
            "WPS payroll administration",
            "Visa renewals and medical insurance",
            "Gratuity and exit formalities",
            "Absconding and replacement support",
            "Audit-ready records"
          ],
          "hidden_costs": [
            "Visa and renewal fees",
            "Medical and insurance",
            "WPS payroll compliance",
            "Absconding risk",
            "Gratuity liabilities",
            "Replacement downtime"
          ]
        }
      ]
    },
  
    "merchandise": {
      "vertical": "Merchandise Sourcing",
      "aliases": [
        "Trading",
        "Merchandise & Sales Enablement Program"
      ],
      "positioning": "B2B sourcing and distribution ecosystem connecting sourcing, market access, sales execution, storage, logistics and buyer settlement.",
      "modes": [
        {
          "id": "source",
          "name": "SOURCE - Wholesale/Private Label",
          "path": "/merchandise-sourcing#source",
          "lead_path": "/lead?service=Merchandise%20Sourcing",
          "description": "Build a reliable supply base before entering the market through verified suppliers, product sourcing, manufacturer coordination, trade intelligence and market-ready product selection.",
          "capabilities": [
            "Verified Global Supplier Network",
            "Product Sourcing Assistance",
            "Trade & Customs Coordination",
            "Supplier & Buyer Relationship Building"
          ],
          "source_markets": [
            "India",
            "Nepal",
            "Bangladesh",
            "Sri Lanka",
            "Philippines",
            "Additional category-led regional networks"
          ],
          "pain_points": [
            "No distribution access",
            "No local sales network",
            "High marketing costs and burn",
            "Unsold inventory sitting idle",
            "Cash flow locked in stock",
            "Selling is not solved"
          ],
          "fmcg_focus": [
            "Food & Beverages",
            "Spices & Condiments",
            "Packaged Foods",
            "Personal Care & Hygiene",
            "Household FMCG Items"
          ],
          "manufacturer_expectations": [
            "Consistent product quality",
            "Export-compliant documentation",
            "Competitive pricing",
            "Reliable supply capacity"
          ]
        },
        {
          "id": "distribute",
          "name": "DISTRIBUTE - UAE Market",
          "path": "/merchandise-sourcing#distribute",
          "lead_path": "/lead?service=Merchandise%20Distribution",
          "description": "Move, market, sell and coordinate settlement for manufacturers using a connected UAE distribution operating model.",
          "flow": [
            "Market Access: connect manufacturers with buyers across the GCC",
            "Sales Engine: lead generation, negotiation and settlement handling",
            "Distribution Backbone: UAE warehouse plus logistics and fulfilment"
          ],
          "buyer_channels": [
            "Retail Buyer Network",
            "Importers & Wholesalers",
            "HORECA Buyers",
            "Online & Bulk Buyers",
            "B2B Sourcing Partners"
          ],
          "selling_actions": [
            "Product listing and pitching to buyers",
            "Direct outreach via WhatsApp, calls, and email",
            "Catalog promotions and targeted campaigns",
            "Distributor introductions and demand validation",
            "Order coordination through delivery and settlement",
            "Active selling, not passive listing"
          ],
          "logistics_flow": [
            "Manufacture",
            "Ship to RAICHAND UAE warehouse",
            "Inventory intake and documentation",
            "Buyer sourcing and order generation",
            "Dispatch and delivery",
            "Sales closure and settlement"
          ],
          "commercial_models": [
            "Fixed Cost",
            "Profit Sharing"
          ]
        }
      ]
    },
  
    "uae_expansion": {
      "path": "/uae-expansion",
      "name": "UAE Expansion",
      "mode": "EXPAND",
      "price_reference": {
        "old_price_aed": 7000,
        "current_price_aed": 6720,
        "discount_percent": 4
      },
      "positioning": "Strategic expansion program using the UAE as an operating and commercial base from which broader GCC opportunities can be evaluated.",
      "phases": [
        {
          "number": "01",
          "label": "CLARIFY",
          "title": "Market Entry Strategy"
        },
        {
          "number": "02",
          "label": "SET UP",
          "title": "Business Setup & Registration"
        },
        {
          "number": "03",
          "label": "PROTECT",
          "title": "Legal, Tax & Compliance"
        },
        {
          "number": "04",
          "label": "BUILD",
          "title": "Team & Manpower Support"
        },
        {
          "number": "05",
          "label": "SCALE",
          "title": "Operations & GCC Expansion"
        }
      ],
      "advantages": [
        "Strategic UAE gateway",
        "High purchasing power",
        "Tax-aware environment",
        "Regional access",
        "Flexible operating models",
        "Execution continuity"
      ],
      "tax_note": "The source explicitly frames Corporate Tax and VAT as items to understand early; tax planning should be handled with qualified professionals."
    },
  
    "strategic_business_partnership": {
      "path": "/strategic-business-partnership",
      "name": "Strategic Business Partnership",
      "mode": "TEST",
      "price_reference": {
        "old_price_aed": 12000,
        "current_price_aed": 10000,
        "discount_percent": 16.66
      },
      "description": "A RAICHAND licensed-structure market-entry model designed to TEST the UAE before deciding whether to EXPAND into an independent UAE business structure.",
      "advantages": [
        "Lower entry burden",
        "A practical way to TEST",
        "Operational support",
        "Flexible business presence",
        "Built for transition toward EXPAND"
      ],
      "terms": [
        "Office & meeting access: minimum 3 days' notice specified",
        "Contract term: one year from agreement date",
        "Payment terms: non-refundable and deposited into official company bank account",
        "Profit repatriation: may be transferred to chosen country or bank account subject to reconciliation and consent"
      ]
    },
  
    "navigation": {
      "home": "/",
      "business_solutions": "/business-solutions",
      "recruitment_and_rentals": "/recruitment-and-rentals",
      "merchandise_sourcing": "/merchandise-sourcing",
      "uae_expansion": "/uae-expansion",
      "strategic_business_partnership": "/strategic-business-partnership",
      "offerings_index": "/offerings",
      "lead_form": "/lead"
    },
  
    "ai_routing": {
      "when_user_needs_validation": "Route to Feasibility Study & Market Research Analysis and/or Comprehensive Market Trend Analysis.",
      "when_user_needs_launch_plan": "Route to Business Plan & Go-to-Market Strategy.",
      "when_user_needs_brand_or_content": "Route to relevant BUILD offerings under Attract & Sell or Explain & Protect.",
      "when_user_needs_website_or_digital_system": "Route to Page Design, Custom Web Pages, Website Design & Development, or CRM/API/IVR/ERP solutions.",
      "when_user_needs_customer_acquisition": "Route to Lead Generation, Mass Mailing, Emailer, Social Media, Press Release, or SEO.",
      "when_user_needs_workforce": "Route to HIRE for overseas recruitment or RENT for contractual/rental manpower.",
      "when_user_needs_products": "Route to SOURCE for wholesale/private-label sourcing.",
      "when_manufacturer_needs_gcc_sales": "Route to DISTRIBUTE, especially for food/FMCG and other suitable manufactured products.",
      "when_user_wants_to_test_uae": "Route to Strategic Business Partnership / TEST.",
      "when_user_wants_independent_uae_entity": "Route to UAE Expansion / EXPAND."
    },
  
    "source_grounding": {
      "primary_source_scope": "Uploaded frontend source files only.",
      "known_limitations": [
        "The files describe page content and application data, not a complete legal/company registration record.",
        "Prices are source-code values and may change; treat them as current page configuration rather than independently verified commercial terms.",
        "UAE tax/legal statements in source are informational and include structure-dependent qualifications; do not present them as universal legal or tax advice.",
        "Some older Service_data entries are commented out and are not treated as active offerings."
      ]
    }
  }