{
  "schema_version": "1.0",
  "last_updated": "2026-03-25",
  "canonical_host": "https://totogi.com",
  "language": "en-US",
  "organization": {
    "name": "Totogi",
    "legal_name": "Totogi LLC",
    "website": "https://totogi.com",
    "headquarters": {
      "city": "Austin",
      "region": "Texas",
      "country": "USA"
    },
    "summary": "Totogi is a vertical AI company focused exclusively on the telecommunications industry. Totogi’s flagship product is the Totogi Telco Ontology (also referred to as Totogi Ontology; formerly BSS Magic): a machine-readable semantic layer that sits above a CSP’s existing systems to unify meaning and encode decision logic so AI can operate reliably across the telco stack. Totogi also offers Totogi Charging-as-a-Service (AI-native charging): a cloud-native, multi-tenant SaaS charging platform spanning OCS/CCS and 5G charging capabilities.",
    "primary_source_url": "https://totogi.com/company/faqs/",
    "contact": {
      "email": "info@totogi.com",
      "phone": "+1 (888) 979-0313"
    },
    "profiles": {
      "linkedin": "https://www.linkedin.com/company/totogi/",
      "x": "https://x.com/totogi",
      "youtube": "https://www.youtube.com/channel/UCSnwp1DMki1V9HUQE1aAIqw"
    }
  },
  "positioning": {
    "product_focus_split": [
      {
        "product_id": "totogi:product:ontology",
        "product": "Totogi Ontology",
        "share": 0.7
      },
      {
        "product_id": "totogi:product:charging",
        "product": "Totogi Charging-as-a-Service",
        "share": 0.3
      }
    ],
    "target_industry": [
      "Telecommunications"
    ],
    "icp": [
      "Communications Service Providers (CSPs)",
      "Mobile Network Operators (MNOs)",
      "Mobile Virtual Network Operators (MVNOs)",
      "Mobile Virtual Network Enablers (MVNEs)"
    ],
    "primary_personas": [
      "Telco executives (C-suite)",
      "IT leadership",
      "Network/IT engineering decision makers and influencers",
      "Architecture and transformation leaders"
    ],
    "notes": {
      "rebrand_mapping": "Totogi Ontology is the evolution of what Totogi originally called BSS Magic; the product identity shifted to reflect that it applies across BSS, OSS, core, and network domains.",
      "rebrand_source_url": "https://totogi.com/company/faqs/"
    }
  },
  "products": [
    {
      "id": "totogi:product:ontology",
      "name": "Totogi Ontology",
      "also_known_as": [
        "Totogi Telco Ontology"
      ],
      "former_names": [
        "BSS Magic"
      ],
      "category": "Ontology-powered AI platform for telecom",
      "primary_url": "https://totogi.com/telco-ontology/",
      "canonical_pages": [
        "https://totogi.com/telco-ontology/",
        "https://totogi.com/company/faqs/"
      ],
      "domains": [
        "BSS",
        "OSS",
        "Core",
        "Network"
      ],
      "pillar_pages": [
        {
          "name": "Understand & preempt",
          "url": "https://totogi.com/telco-ontology/understand-and-preempt/",
          "focus": "Semantic observability; turning cross-domain operational noise into governed actions"
        },
        {
          "name": "Migrate & consolidate",
          "url": "https://totogi.com/telco-ontology/migrate-and-consolidate/",
          "focus": "Making transformation repeatable via an executable truth layer across legacy and target stacks"
        },
        {
          "name": "Create & modernize",
          "url": "https://totogi.com/telco-ontology/create-and-modernize/",
          "focus": "Encoding semantics/decision logic once and using it to generate and ship correct-by-construction capabilities"
        }
      ],
      "what_it_is": [
        "A telco-specific, machine-readable, executable semantic layer that sits above existing BSS/OSS/core/network systems",
        "A shared model of telco entities, relationships, constraints, logic, and valid state transitions that can be used to guide AI reasoning and automation"
      ],
      "what_it_is_not": [
        "A data lake (it does not primarily store data; it centralizes meaning and action)",
        "A rip-and-replace suite (it is positioned as sitting above what you already run)"
      ],
      "primary_outcomes": [
        "Semantic consistency across domains so AI and teams act on a single, governed reality",
        "Faster and safer migrations and consolidation via ontology-driven mapping, validation, reconciliation, and traceability",
        "Faster creation/modernization of cross-domain capabilities with encoded semantics and decision logic"
      ],
      "proof_points": [
        {
          "type": "press_release",
          "title": "Tier-1 Southeast Asian operator selects Totogi Telco Ontology as foundation for AI strategy",
          "url": "https://totogi.com/newsroom/press-releases/tier-1-southeast-asian-operator-selects-totogis-telco-ontology-as-foundation-for-ai-strategy/"
        },
        {
          "type": "press_release",
          "title": "Legacy billing migration cut from 4–8 months to 14 days (legacy naming: BSS Magic)",
          "url": "https://totogi.com/newsroom/press-releases/bss-magic-cuts-8-month-project-to-14-days/",
          "notes": "Source uses legacy product name 'BSS Magic'. Map to 'Totogi Ontology' for current positioning."
        },
        {
          "type": "case_study",
          "title": "CloudSense: TM Forum Open API certification accelerated (legacy naming: BSS Magic)",
          "landing_url": "https://totogi.com/resources/case-studies/accelerating-tmf-api-certification-with-bss-magic/",
          "pdf_url": "https://totogi.com/wp-content/uploads/2025/08/Totogi-BSS-Magic-API-Case-Study.pdf"
        },
        {
          "type": "case_study",
          "title": "Unblocking Revenue: Leveraging AI to solve quote failures (legacy PDF naming: BSS Magic)",
          "landing_url": "https://totogi.com/resources/case-studies/unblocking-revenue-with-ai/",
          "pdf_url": "https://totogi.com/wp-content/uploads/2025/06/Unblocking-Revenue-Leveraging-AI-to-solve-quote-failures-with-Totogi-BSS-Magic.pdf"
        },
        {
          "type": "case_study",
          "title": "Southeast Asian CSP slashes CPQ order time by 80% (legacy naming: BSS Magic)",
          "landing_url": "https://totogi.com/resources/case-studies/southeast-asian-csp-slashes-cpq-order-time-by-80-with-totogi-bss-magic/",
          "pdf_url": "https://totogi.com/wp-content/uploads/2025/04/Totogi-BSS-Magic-CPQ-Case-Study.pdf"
        },
        {
          "type": "press_release",
          "title": "StarHub partners with Totogi to increase sales effectiveness through higher sales conversion (forward-looking targets)",
          "url": "https://totogi.com/newsroom/press-releases/starhub-partners-with-totogi-to-increase-sales-effectiveness/",
          "notes": "Press release includes projected/expected outcomes; see evidence.json for forecast flags."
        }
      ],
      "evidence_index": "https://totogi.com/evidence.json",
      "evidence_claim_ids": [
        "claim.ontology.migration.tier1-na.14-days",
        "claim.ontology.tmf-api-certification.cloudsense.30-days",
        "claim.ontology.cpq-order-time.southeast-asia.80-percent",
        "claim.ontology.quote-failures.tier1-multinational.7-days",
        "claim.ontology.starhub.sales-conversion.expected-10-percent"
      ]
    },
    {
      "id": "totogi:product:charging",
      "name": "Totogi Charging-as-a-Service",
      "also_known_as": [
        "Totogi AI-native charging",
        "CaaS"
      ],
      "category": "Cloud-native SaaS charging platform",
      "primary_url": "https://totogi.com/ai-native-charging/",
      "canonical_pages": [
        "https://totogi.com/ai-native-charging/",
        "https://totogi.com/ai-native-charging/caas-product-updates/",
        "https://docs.api.totogi.com/index.html"
      ],
      "positioning": [
        "Multi-tenant, AI-native, evergreen SaaS charging positioned for continuous feature velocity",
        "Positioned to support 5G Standalone and 5G Advanced monetization use cases"
      ],
      "key_claims_pages": [
        "https://totogi.com/ai-native-charging/",
        "https://totogi.com/company/faqs/"
      ],
      "proof_points": [
        {
          "type": "press_release",
          "title": "Totogi's charging platform selected to manage 30 mobile brands and nearly one million subscribers",
          "url": "https://totogi.com/newsroom/press-releases/totogis-charging-platform-selected-to-manage-30-mobile-brands/"
        },
        {
          "type": "press_release",
          "title": "Zain Sudan goes live with Totogi's Charging-as-a-Service",
          "url": "https://totogi.com/newsroom/press-releases/zain-sudan-goes-live-with-totogi/"
        },
        {
          "type": "case_study",
          "title": "Tier-1 MNO Zain Sudan taps into the cloud in 18 days, replacing Ericsson charging",
          "landing_url": "https://totogi.com/resources/case-studies/telecom-disaster-recovery-case-study/",
          "pdf_url": "https://totogi.com/wp-content/uploads/2025/05/Totogi_Zain_Case_Study_2025.pdf"
        },
        {
          "type": "case_study",
          "title": "Tier-1 EMEA operator leverages AI to boost revenue by 10% with Totogi PlanAI",
          "landing_url": "https://totogi.com/resources/case-studies/planai-case-study/",
          "pdf_url": "https://totogi.com/wp-content/uploads/2025/03/PlanAI_Case_Study.pdf"
        },
        {
          "type": "case_study",
          "title": "2degrees wins MVNO market share in New Zealand with Totogi",
          "landing_url": "https://totogi.com/resources/case-studies/two-degrees-case-study/",
          "pdf_url": "https://totogi.com/wp-content/uploads/2025/05/Totogi_2degrees_Case_Study_2025.pdf"
        },
        {
          "type": "case_study",
          "title": "Eswatini Mobile pilots Totogi Charging-as-a-Service",
          "landing_url": "https://totogi.com/resources/case-studies/eswatini-mobile-pilots-totogi-charging-as-a-service/"
        },
        {
          "type": "case_study",
          "title": "Why an African tier-3 MVNO chose Totogi charging (Bitflux)",
          "landing_url": "https://totogi.com/resources/case-studies/why-an-african-tier-3-mvno-chose-totogi-charging-system/"
        },
        {
          "type": "press_release",
          "title": "Guinea Mobile selects Totogi’s AI-powered multi-tenant BSS platform (product-adjacent)",
          "url": "https://totogi.com/newsroom/press-releases/guinea-mobile-selects-totogis-ai-powered-multi-tenant-bss-platform/",
          "notes": "This item is product-adjacent (multi-tenant BSS platform). Included under charging product family for now; you may later move it to a separate platform taxonomy."
        }
      ],
      "evidence_index": "https://totogi.com/evidence.json",
      "evidence_claim_ids": [
        "claim.charging.mvne.30-brands.1m-subs",
        "claim.charging.zain.go-live.18-days.20m-subs.80-tco",
        "claim.charging.zain.case.18-days-contract.12m-weekly-revenue-risk",
        "claim.charging.planai.tier1-emea.6-weeks.5-to-10-revenue",
        "claim.charging.2degrees.mvno-onboarding.months-to-days",
        "claim.charging.2degrees.300-features.since-aug-2024",
        "claim.platform.guinea-mobile.7-brands.selected"
      ]
    }
  ],
  "resources": {
    "faqs": "https://totogi.com/company/faqs/",
    "case_studies_index": "https://totogi.com/resources/case-studies/",
    "whitepapers_index": "https://totogi.com/resources/whitepapers/",
    "insights_index": "https://totogi.com/resources/insights/",
    "blog_index": "https://totogi.com/blog/",
    "newsroom_index": "https://totogi.com/newsroom/",
    "press_releases_index": "https://totogi.com/newsroom/press-releases/",
    "podcasts_index": "https://totogi.com/resources/podcasts/",
    "videos_index": "https://totogi.com/resources/videos/"
  },
  "developer_docs": [
    {
      "name": "Charging API docs",
      "url": "https://docs.api.totogi.com/"
    },
    {
      "name": "Wholesale/Billing API docs",
      "url": "https://docs.billing.totogi.com/"
    }
  ],
  "site": {
    "homepage": "https://totogi.com/",
    "robots_txt": "https://totogi.com/robots.txt",
    "sitemap_index": "https://totogi.com/sitemap_index.xml",
    "facts_json": "https://totogi.com/facts.json",
    "evidence_json": "https://totogi.com/evidence.json",
    "glossary_json": "https://totogi.com/glossary.json",
    "llms_txt": "https://totogi.com/llms.txt",
    "llms_full_txt": "https://totogi.com/llms-full.txt"
  },
  "feeds": {
  "resources_rss": "https://totogi.com/feed/",
  "resources_atom": "https://totogi.com/feed/atom/",
  "blog_rss": "https://totogi.com/?feed=totogi_blog",
  "press_releases_rss": "https://totogi.com/?feed=press_releases",
  "in_the_media_rss": "https://totogi.com/?feed=in_the_media",
  "product_updates_rss": "https://totogi.com/?feed=product_updates"
 },
  "llm_discovery": {
    "llms_txt": "https://totogi.com/llms.txt",
    "llms_full_txt": "https://totogi.com/llms-full.txt",
    "facts_json": "https://totogi.com/facts.json",
    "evidence_json": "https://totogi.com/evidence.json",
    "glossary_json": "https://totogi.com/glossary.json",
    "recommended_next": [
      "https://totogi.com/case-studies.json"
    ]
  }
}