{
  "schema_version": "1.0",
  "last_updated": "2026-10-14",
  "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"
    },
    "affiliations": [
      {
        "name": "AI-Native Telco Accelerator",
        "abbreviation": "ANTA",
        "convener": "TelecomTV",
        "role": "Founding participant, and one of two founding technology partners alongside Wind River",
        "founding_participants": [
          "Axiata",
          "Deutsche Telekom",
          "Orange",
          "NTT Docomo",
          "Rakuten Mobile",
          "GSMA",
          "Wind River",
          "Totogi"
        ],
        "as_of": "2026-08-17",
        "note": "TelecomTV names eight founding participants and identifies Wind River and Totogi as the two founding technology partners. Additional operators, technology providers and industry stakeholders are expected to join, so the 'one of two' detail is stated as of the date above.",
        "source_urls": [
          "https://www.telecomtv.com/content/ai/telecomtv-launches-telco-backed-anta-community-55532/",
          "https://www.telecomtv.com/content/ai/leading-csps-technology-innovators-and-industry-bodies-back-launch-of-industry-wide-ai-native-telco-accelerator-55746/"
        ]
      },
      {
        "name": "AWS Marketplace",
        "provider": "Amazon Web Services",
        "role": "Totogi Charging-as-a-Service is listed and transactable in AWS Marketplace",
        "product_scope": [
          "totogi:product:charging"
        ],
        "verification": "third_party_verified",
        "as_of": "2026-08-17",
        "note": "The AWS Marketplace listing is for Totogi Charging-as-a-Service specifically, not for Totogi as a whole. Totogi also runs exclusively on AWS by design (serverless, purpose-built for the AWS cloud).",
        "source_urls": [
          "https://aws.amazon.com/marketplace/pp/prodview-hnaq62hzpxane",
          "https://totogi.com/newsroom/press-releases/totogi-announces-availability-of-charging-as-a-service-in-aws-marketplace/"
        ]
      },
      {
        "name": "AWS Partner Network",
        "provider": "Amazon Web Services",
        "role": "AWS Partner",
        "verification": "first_party_asserted",
        "as_of": "2026-08-17",
        "note": "Partner tier is deliberately NOT recorded: no tier is stated anywhere on totogi.com, and the AWS Partner Solutions Finder renders client-side so the designation could not be confirmed against AWS's own directory. Do not add a tier without a source.",
        "source_urls": [
          "https://totogi.com/company/",
          "https://totogi.com/company/faqs/"
        ]
      },
      {
        "name": "TM Forum Open API Conformance",
        "provider": "TM Forum",
        "role": "Certified vendor in TM Forum's Open API Conformance programme; achieved Platinum Certification and ranked #1 on the certification leaderboard",
        "verification": "third_party_verified",
        "as_of": "2026-08-17",
        "note": "Platinum and the #1 leaderboard position are backed by Totogi's own press releases, the first quoting TM Forum's CTO, and TM Forum's public conformance directory carries a Totogi entry (TMF620 Product Catalog Management). No CURRENT certified-API count is asserted: the certified total moves over time (20+ at Platinum in Sept 2021, 31 nine days later) and totogi.com/company/faqs/ states 44 in one answer and 20+ in another without dating either. Date any count you add.",
        "source_urls": [
          "https://www.tmforum.org/conformance-certification/open-api-conformance/",
          "https://totogi.com/newsroom/press-releases/totogi-achieves-1-ranking-in-record-time-on-tm-forum-open-api-certification-leaderboard/",
          "https://totogi.com/newsroom/press-releases/totogi-adds-support-for-nine-additional-tm-forum-open-apis-solidifying-rank-as-1-vendor-on-certification-leaderboard/",
          "https://totogi.com/company/faqs/"
        ],
        "certification_history": [
          {
            "date": "2021-09-13",
            "milestone": "Platinum Certification (conformance across 20+ Open APIs), reached in four months; second company to do so",
            "source_url": "https://totogi.com/newsroom/press-releases/totogi-achieves-1-ranking-in-record-time-on-tm-forum-open-api-certification-leaderboard/"
          },
          {
            "date": "2021-09-22",
            "milestone": "Nine further Open APIs certified, total 31",
            "source_url": "https://totogi.com/newsroom/press-releases/totogi-adds-support-for-nine-additional-tm-forum-open-apis-solidifying-rank-as-1-vendor-on-certification-leaderboard/"
          }
        ]
      }
    ]
  },
  "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": "VIVA Bolivia selects Totogi Ontology to decide network investment by revenue, not capacity alone",
          "url": "https://totogi.com/newsroom/press-releases/viva-bolivia-selects-totogi-ontology/"
        },
        {
          "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-totogi/",
          "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/",
          "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."
        },
        {
          "type": "case_study",
          "title": "Reducing alarm noise by 97% with the Totogi Ontology",
          "landing_url": "https://totogi.com/resources/case-studies/reducing-alarm-noise-by-97-with-the-totogi-ontology/",
          "notes": "Ontology proof point for semantic observability, alarm correlation, root-cause analysis and operational AI."
        }
      ],
      "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",
        "claim.ontology.alarm-noise.reduction.97-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/",
    "case_studies_json": "https://totogi.com/case-studies.json",
    "recent_ontology_resources": [
      {
        "type": "case_study",
        "title": "Reducing alarm noise by 97% with the Totogi Ontology",
        "url": "https://totogi.com/resources/case-studies/reducing-alarm-noise-by-97-with-the-totogi-ontology/"
      },
      {
        "type": "blog",
        "title": "Why telcos fail to scale AI agents in production",
        "url": "https://totogi.com/blog/why-telcos-fail-to-scale-ai-agents-in-production/"
      },
      {
        "type": "blog",
        "title": "Ontology in telecom: separating hype from reality and evaluating vendor claims",
        "url": "https://totogi.com/blog/ontology-in-telecom-separating-hype-from-reality-and-evaluating-vendor-claims/"
      },
      {
        "type": "whitepaper",
        "title": "The execution gap: why telco AI stalls between pilot and production",
        "url": "https://totogi.com/resources/whitepapers/the-execution-gap-why-telco-ai-stalls-between-pilot-and-production/"
      },
      {
        "type": "blog",
        "title": "Agent orchestration isn’t the hard part. Shared understanding across the telco is.",
        "url": "https://totogi.com/blog/agent-orchestration-shared-understanding/"
      },
      {
        "type": "blog",
        "title": "Your charger already decided which 5G offers you're allowed to price",
        "url": "https://totogi.com/blog/rate-anything-5g-offers/"
      },
      {
        "type": "podcast",
        "title": "What’s up with Totogi: The biggest AI use case for telco (Telco in 20 ep. 133)",
        "url": "https://totogi.com/resources/podcasts/ep-133-wuwt-biggest-ai-use-case/"
      },
      {
        "type": "podcast",
        "title": "Telco has a context problem (Telco in 20 ep. 135)",
        "url": "https://totogi.com/resources/podcasts/ep-135-telco-has-a-context-problem/"
      },
      {
        "type": "blog",
        "title": "Semantic bankruptcy: the real cost when telecom systems don't agree",
        "url": "https://totogi.com/blog/semantic-bankruptcy/"
      },
      {
        "type": "blog",
        "title": "Level 4 autonomy needs more than guardrails. It needs a shared model of the telco for agents to act on.",
        "url": "https://totogi.com/blog/level-4-autonomy-needs-more-than-guardrails/"
      },
      {
        "type": "blog",
        "title": "Telco AI needs an ontology. Should operators build it or buy it?",
        "url": "https://totogi.com/blog/telco-ontology-build-or-buy/"
      },
      {
        "type": "press_release",
        "title": "VIVA Bolivia selects Totogi Ontology to decide network investment by revenue, not capacity alone",
        "url": "https://totogi.com/newsroom/press-releases/viva-bolivia-selects-totogi-ontology/"
      },
      {
        "type": "video",
        "title": "The next-G capital question network data can’t answer (AI-Native Telco Forum 2026 keynote)",
        "url": "https://totogi.com/resources/videos/ai-native-telco-forum-2026-keynote/"
      },
      {
        "type": "blog",
        "title": "Operators have started selling AI tokens. How do they charge?",
        "url": "https://totogi.com/blog/operators-selling-ai-tokens-how-to-charge/"
      }
    ]
  },
  "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",
    "case_studies_json": "https://totogi.com/case-studies.json"
  },
  "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": [],
    "case_studies_json": "https://totogi.com/case-studies.json"
  }
}