{
  "schema_version": "1.0",
  "last_updated": "2026-08-21",
  "canonical_host": "https://totogi.com",
  "related": {
    "facts_json": "https://totogi.com/facts.json",
    "glossary_json": "https://totogi.com/glossary.json",
    "case_studies_json": "https://totogi.com/case-studies.json"
  },
  "sources": {
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      "type": "press_release",
      "url": "https://totogi.com/newsroom/press-releases/bss-magic-cuts-8-month-project-to-14-days/",
      "title": "Legacy billing migration ... cuts 8-month project to 14 days",
      "published_date": "2025-02-11"
    },
    "cs_cloudsense_tmf": {
      "type": "case_study_landing",
      "url": "https://totogi.com/resources/case-studies/accelerating-tmf-api-certification-with-totogi/",
      "title": "Accelerating TM Forum API certification from 26 months to one month with BSS Magic"
    },
    "pdf_cloudsense_tmf": {
      "type": "case_study_pdf",
      "url": "https://totogi.com/wp-content/uploads/2025/08/Totogi-BSS-Magic-API-Case-Study.pdf",
      "title": "Totogi BSS Magic API Case Study (CloudSense)"
    },
    "cs_unblocking_revenue": {
      "type": "case_study_landing",
      "url": "https://totogi.com/resources/case-studies/unblocking-revenue-with-ai/",
      "title": "Leveraging AI to solve quote failures with Totogi Ontology"
    },
    "pdf_unblocking_revenue": {
      "type": "case_study_pdf",
      "url": "https://totogi.com/wp-content/uploads/2025/06/Unblocking-Revenue-Leveraging-AI-to-solve-quote-failures-with-Totogi-BSS-Magic.pdf",
      "title": "Unblocking Revenue: Leveraging AI to solve quote failures (PDF)"
    },
    "cs_cpq_80": {
      "type": "case_study_landing",
      "url": "https://totogi.com/resources/case-studies/southeast-asian-csp-slashes-cpq-order-time-by-80-with-totogi/",
      "title": "Southeast Asian CSP slashes CPQ order time by 80% with Totogi BSS Magic"
    },
    "pdf_cpq_80": {
      "type": "case_study_pdf",
      "url": "https://totogi.com/wp-content/uploads/2025/04/Totogi-BSS-Magic-CPQ-Case-Study.pdf",
      "title": "Totogi BSS Magic CPQ Case Study (PDF)"
    },
    "pr_starhub_sales": {
      "type": "press_release",
      "url": "https://totogi.com/newsroom/press-releases/starhub-partners-with-totogi-to-increase-sales-effectiveness/",
      "title": "StarHub partners with Totogi to increase sales effectiveness through higher sales conversion",
      "published_date": "2026-02-12"
    },
    "pr_charging_30_brands": {
      "type": "press_release",
      "url": "https://totogi.com/newsroom/press-releases/totogis-charging-platform-selected-to-manage-30-mobile-brands/",
      "title": "Totogi's charging platform selected to manage 30 mobile brands and nearly one million subscribers",
      "published_date": "2025-01-06"
    },
    "pr_zain_go_live": {
      "type": "press_release",
      "url": "https://totogi.com/newsroom/press-releases/zain-sudan-goes-live-with-totogi/",
      "title": "Zain Sudan goes live with Totogi's Charging-as-a-Service",
      "published_date": "2024-04-16"
    },
    "cs_planai_10": {
      "type": "case_study_landing",
      "url": "https://totogi.com/resources/case-studies/planai-case-study/",
      "title": "Tier-1 EMEA operator leverages AI to boost revenue by 10% with Totogi PlanAI"
    },
    "pdf_planai": {
      "type": "case_study_pdf",
      "url": "https://totogi.com/wp-content/uploads/2025/03/PlanAI_Case_Study.pdf",
      "title": "PlanAI Case Study (PDF)"
    },
    "cs_2degrees": {
      "type": "case_study_landing",
      "url": "https://totogi.com/resources/case-studies/two-degrees-case-study/",
      "title": "2degrees wins MVNO market share in New Zealand with Totogi"
    },
    "pdf_2degrees": {
      "type": "case_study_pdf",
      "url": "https://totogi.com/wp-content/uploads/2025/05/Totogi_2degrees_Case_Study_2025.pdf",
      "title": "Totogi 2degrees Case Study 2025 (PDF)"
    },
    "cs_zain_18_days": {
      "type": "case_study_landing",
      "url": "https://totogi.com/resources/case-studies/telecom-disaster-recovery-case-study/",
      "title": "Tier-1 MNO Zain Sudan taps into the cloud in just 18 days, replacing Ericsson charging"
    },
    "pdf_zain_case": {
      "type": "case_study_pdf",
      "url": "https://totogi.com/wp-content/uploads/2025/05/Totogi_Zain_Case_Study_2025.pdf",
      "title": "Totogi Zain Case Study 2025 (PDF)"
    },
    "pr_guinea_mobile": {
      "type": "press_release",
      "url": "https://totogi.com/newsroom/press-releases/guinea-mobile-selects-totogis-ai-powered-multi-tenant-bss-platform/",
      "title": "Guinea Mobile, serving seven MVNO brands ... selects Totogi’s ... platform",
      "published_date": "2025-09-30"
    },
    "pr_2degrees_wholesale": {
      "type": "press_release",
      "url": "https://totogi.com/newsroom/press-releases/2degrees-redefines-wholesale-telecom-growth-with-totogi/",
      "title": "2degrees redefines wholesale telecom growth with Totogi",
      "published_date": "2025-07-01"
    },
    "case_alarm_noise_97": {
      "type": "case_study_landing",
      "url": "https://totogi.com/resources/case-studies/reducing-alarm-noise-by-97-with-the-totogi-ontology/",
      "title": "Reducing alarm noise by 97% with the Totogi Ontology"
    },
    "pr_bss_code_500k": {
      "type": "press_release",
      "url": "https://totogi.com/newsroom/press-releases/totogi-generates-500000-lines-of-production-bss-code-in-one-day-live/",
      "title": "Totogi generates 500,000 lines of production BSS code in one day, live",
      "published_date": "2025-10-23"
    },
    "ttv_bss_code_500k": {
      "type": "third_party_article",
      "url": "https://www.telecomtv.com/content/ai/totogi-generates-500-000-lines-of-production-bss-code-in-one-day-live-54142/",
      "title": "Totogi generates 500,000 lines of production BSS code in one day – live",
      "published_date": "2025-10-23"
    },
    "ttv_anta_two_tech_partners": {
      "type": "third_party_article",
      "url": "https://www.telecomtv.com/content/ai/telecomtv-launches-telco-backed-anta-community-55532/",
      "title": "TelecomTV launches telco-backed ANTA community",
      "published_date": "2026-05-20"
    },
    "ttv_anta_launch_roster": {
      "type": "third_party_article",
      "url": "https://www.telecomtv.com/content/ai/leading-csps-technology-innovators-and-industry-bodies-back-launch-of-industry-wide-ai-native-telco-accelerator-55746/",
      "title": "Leading CSPs, technology innovators and industry bodies back launch of industry-wide AI-Native Telco Accelerator",
      "published_date": "2026-06-22"
    }
  },
  "claims": [
    {
      "id": "claim.ontology.migration.tier1-na.14-days",
      "product_id": "totogi:product:ontology",
      "product_name": "Totogi Ontology",
      "former_product_name": "BSS Magic",
      "claim_type": "case_result",
      "status": "reported",
      "customer": {
        "anonymized": true,
        "descriptor": "Tier-1 North American mobile network operator",
        "segment": "MNO",
        "region": "North America"
      },
      "claim_summary": "Billing system migration typically taking 4–8 months completed in 2 weeks, with reduced effort and lower annual system costs.",
      "metrics": [
        {
          "name": "migration_timeline",
          "baseline_range": {
            "min": 4,
            "max": 8,
            "unit": "months"
          },
          "result": {
            "value": 14,
            "unit": "days"
          },
          "direction": "decrease"
        },
        {
          "name": "annual_system_cost",
          "baseline": {
            "value": 280000,
            "unit": "USD_per_year"
          },
          "result": {
            "value": 70000,
            "unit": "USD_per_year"
          },
          "derived": {
            "name": "tco_reduction",
            "value": 75,
            "unit": "percent"
          }
        },
        {
          "name": "project_hours_reduction",
          "result": {
            "value": 90,
            "unit": "percent"
          }
        },
        {
          "name": "interfaces_auto_mapped",
          "result": {
            "value": 18,
            "unit": "count"
          }
        },
        {
          "name": "integration_mapping_time",
          "result": {
            "value": 1,
            "unit": "minute"
          }
        },
        {
          "name": "downtime",
          "result": {
            "value": 0,
            "unit": "downtime_events"
          }
        }
      ],
      "sources": [
        "pr_ontology_migration_14days"
      ],
      "notes": [
        "Source uses legacy product name 'BSS Magic'. Map to 'Totogi Ontology' for current positioning."
      ],
      "last_verified": "2026-03-25",
      "term_ids": [
        "totogi:term:telco-ontology",
        "totogi:term:semantic-layer",
        "totogi:term:canonical-model",
        "totogi:term:n-squared-problem",
        "totogi:term:point-to-point-integration",
        "totogi:term:rip-and-replace",
        "totogi:term:coexistence",
        "totogi:term:vendor-lock-in"
      ],
      "source_urls": [
        "https://totogi.com/newsroom/press-releases/bss-magic-cuts-8-month-project-to-14-days/"
      ]
    },
    {
      "id": "claim.ontology.tmf-api-certification.cloudsense.30-days",
      "product_id": "totogi:product:ontology",
      "product_name": "Totogi Ontology",
      "former_product_name": "BSS Magic",
      "claim_type": "case_result",
      "status": "reported",
      "customer": {
        "anonymized": false,
        "name": "CloudSense",
        "descriptor": "CPQ platform",
        "segment": "telco_software_vendor"
      },
      "claim_summary": "TM Forum Open API certification accelerated from an estimated 26 months to 30 days across 13 APIs.",
      "metrics": [
        {
          "name": "tmf_api_certification_timeline",
          "baseline": {
            "value": 26,
            "unit": "months"
          },
          "result": {
            "value": 30,
            "unit": "days"
          },
          "derived": {
            "name": "timeline_reduction",
            "value": 97,
            "unit": "percent"
          }
        },
        {
          "name": "apis_covered",
          "result": {
            "value": 13,
            "unit": "count"
          }
        }
      ],
      "sources": [
        "cs_cloudsense_tmf",
        "pdf_cloudsense_tmf"
      ],
      "notes": [
        "Landing page frames 26 months as the 'traditional path' estimate; treat as baseline assumption rather than audited benchmark."
      ],
      "last_verified": "2026-03-25",
      "term_ids": [
        "totogi:term:tmf-open-apis",
        "totogi:term:oda",
        "totogi:term:api-governance",
        "totogi:term:telco-ontology",
        "totogi:term:canonical-model"
      ],
      "source_urls": [
        "https://totogi.com/resources/case-studies/accelerating-tmf-api-certification-with-totogi/",
        "https://totogi.com/wp-content/uploads/2025/08/Totogi-BSS-Magic-API-Case-Study.pdf"
      ]
    },
    {
      "id": "claim.ontology.cpq-order-time.southeast-asia.80-percent",
      "product_id": "totogi:product:ontology",
      "product_name": "Totogi Ontology",
      "former_product_name": "BSS Magic",
      "claim_type": "case_result",
      "status": "reported",
      "customer": {
        "anonymized": true,
        "descriptor": "Major multi-play operator serving millions across Southeast Asia",
        "segment": "CSP",
        "region": "Southeast Asia"
      },
      "claim_summary": "CPQ order creation time reduced by over 80% by embedding an AI agent in Salesforce.",
      "metrics": [
        {
          "name": "cpq_order_time_reduction",
          "result": {
            "value": 80,
            "unit": "percent_minimum"
          },
          "direction": "decrease"
        },
        {
          "name": "manual_clicks_replaced",
          "result": {
            "value": 50,
            "unit": "count_minimum"
          }
        },
        {
          "name": "deployment_time",
          "result": {
            "value": 4,
            "unit": "weeks_maximum"
          }
        }
      ],
      "sources": [
        "cs_cpq_80",
        "pdf_cpq_80"
      ],
      "notes": [
        "Source uses legacy product name 'BSS Magic'; the narrative explicitly references Totogi’s telco-specific ontology."
      ],
      "last_verified": "2026-03-25",
      "term_ids": [
        "totogi:term:cpq",
        "totogi:term:ai-agents",
        "totogi:term:telco-ontology",
        "totogi:term:semantic-layer",
        "totogi:term:semantic-fragmentation",
        "totogi:term:entity"
      ],
      "source_urls": [
        "https://totogi.com/resources/case-studies/southeast-asian-csp-slashes-cpq-order-time-by-80-with-totogi/",
        "https://totogi.com/wp-content/uploads/2025/04/Totogi-BSS-Magic-CPQ-Case-Study.pdf"
      ]
    },
    {
      "id": "claim.ontology.quote-failures.tier1-multinational.7-days",
      "product_id": "totogi:product:ontology",
      "product_name": "Totogi Ontology",
      "claim_type": "case_result",
      "status": "reported",
      "customer": {
        "anonymized": true,
        "descriptor": "Tier-1 multi-national quad-play CSP (post-acquisition CloudSense CPQ disruption)",
        "segment": "CSP"
      },
      "claim_summary": "AI agent deployed in 7 days; backlog cleared in under 24 hours; fix times reduced from hours to under 30 minutes per case.",
      "metrics": [
        {
          "name": "agent_time_to_live",
          "result": {
            "value": 7,
            "unit": "days"
          }
        },
        {
          "name": "backlog_clear_time",
          "result": {
            "value": 24,
            "unit": "hours_maximum"
          }
        },
        {
          "name": "per_case_fix_time",
          "baseline": {
            "value": 1,
            "unit": "hours_minimum"
          },
          "result": {
            "value": 30,
            "unit": "minutes_maximum"
          }
        }
      ],
      "sources": [
        "cs_unblocking_revenue",
        "pdf_unblocking_revenue"
      ],
      "last_verified": "2026-03-25",
      "term_ids": [
        "totogi:term:ai-agents",
        "totogi:term:guardrails",
        "totogi:term:traceability",
        "totogi:term:order-fallout",
        "totogi:term:semantic-fragmentation",
        "totogi:term:cross-domain-workflow"
      ],
      "source_urls": [
        "https://totogi.com/resources/case-studies/unblocking-revenue-with-ai/",
        "https://totogi.com/wp-content/uploads/2025/06/Unblocking-Revenue-Leveraging-AI-to-solve-quote-failures-with-Totogi-BSS-Magic.pdf"
      ]
    },
    {
      "id": "claim.ontology.starhub.sales-conversion.expected-10-percent",
      "product_id": "totogi:product:ontology",
      "product_name": "Totogi Ontology",
      "claim_type": "forecast",
      "status": "expected",
      "customer": {
        "anonymized": false,
        "name": "StarHub",
        "segment": "CSP",
        "region": "Southeast Asia"
      },
      "claim_summary": "StarHub expects enterprise sales conversion improvement up to 10% and sales training time reduction by 50% once fully deployed.",
      "metrics": [
        {
          "name": "sales_conversion_improvement",
          "result": {
            "value": 10,
            "unit": "percent_maximum"
          }
        },
        {
          "name": "sales_training_time_reduction",
          "result": {
            "value": 50,
            "unit": "percent"
          }
        }
      ],
      "sources": [
        "pr_starhub_sales"
      ],
      "notes": [
        "Forward-looking expectation stated in press release; treat as projected outcome."
      ],
      "last_verified": "2026-03-25",
      "term_ids": [
        "totogi:term:telco-ontology",
        "totogi:term:ai-agents",
        "totogi:term:cpq"
      ],
      "source_urls": [
        "https://totogi.com/newsroom/press-releases/starhub-partners-with-totogi-to-increase-sales-effectiveness/"
      ],
      "has_forward_looking_metrics": true
    },
    {
      "id": "claim.charging.mvne.30-brands.1m-subs",
      "product_id": "totogi:product:charging",
      "product_name": "Totogi Charging-as-a-Service",
      "claim_type": "customer_selection",
      "status": "reported",
      "customer": {
        "anonymized": true,
        "descriptor": "Africa-based MVNE operating 30 mobile brands with nearly one million subscribers",
        "segment": "MVNE",
        "region": "Africa"
      },
      "claim_summary": "An Africa-based MVNE operating 30 brands and nearly one million subscribers selected Charging-as-a-Service on AWS for its multi-brand portfolio.",
      "metrics": [
        {
          "name": "mobile_brands",
          "result": {
            "value": 30,
            "unit": "count"
          }
        },
        {
          "name": "subscribers",
          "result": {
            "value": 1000000,
            "unit": "count_approx"
          }
        }
      ],
      "sources": [
        "pr_charging_30_brands"
      ],
      "last_verified": "2026-03-25",
      "term_ids": [
        "totogi:term:caas",
        "totogi:term:multi-tenancy",
        "totogi:term:mvne",
        "totogi:term:saas"
      ],
      "source_urls": [
        "https://totogi.com/newsroom/press-releases/totogis-charging-platform-selected-to-manage-30-mobile-brands/"
      ]
    },
    {
      "id": "claim.charging.zain.go-live.18-days.20m-subs.80-tco",
      "product_id": "totogi:product:charging",
      "product_name": "Totogi Charging-as-a-Service",
      "claim_type": "case_result",
      "status": "reported",
      "customer": {
        "anonymized": false,
        "name": "Zain Sudan",
        "segment": "MNO",
        "region": "MEA"
      },
      "claim_summary": "Charging vendor transition completed in 18 days; more than 20 million subscribers migrated; up to 80% lower TCO stated.",
      "metrics": [
        {
          "name": "deployment_timeline",
          "result": {
            "value": 18,
            "unit": "days"
          }
        },
        {
          "name": "subscribers_migrated",
          "result": {
            "value": 20000000,
            "unit": "count_minimum"
          }
        },
        {
          "name": "tco_reduction",
          "result": {
            "value": 80,
            "unit": "percent_maximum"
          }
        }
      ],
      "sources": [
        "pr_zain_go_live"
      ],
      "notes": [
        "Press release asserts 'up to 80% lower TCO' and subscriber migration figure; treat as self-reported unless independently validated."
      ],
      "last_verified": "2026-03-25",
      "term_ids": [
        "totogi:term:caas",
        "totogi:term:5g-sa",
        "totogi:term:serverless",
        "totogi:term:elastic-scaling",
        "totogi:term:multi-tenancy"
      ],
      "source_urls": [
        "https://totogi.com/newsroom/press-releases/zain-sudan-goes-live-with-totogi/"
      ]
    },
    {
      "id": "claim.charging.zain.case.18-days-contract.12m-weekly-revenue-risk",
      "product_id": "totogi:product:charging",
      "product_name": "Totogi Charging-as-a-Service",
      "claim_type": "case_result",
      "status": "reported",
      "customer": {
        "anonymized": false,
        "name": "Zain Sudan",
        "segment": "MNO",
        "region": "MEA"
      },
      "claim_summary": "Case study describes $12M USD in revenue at stake each week and replacing Ericsson charging within 18 days of contract signature.",
      "metrics": [
        {
          "name": "revenue_at_stake",
          "result": {
            "value": 12000000,
            "unit": "USD_per_week"
          }
        },
        {
          "name": "time_from_contract_signature",
          "result": {
            "value": 18,
            "unit": "days"
          }
        }
      ],
      "sources": [
        "cs_zain_18_days",
        "pdf_zain_case"
      ],
      "last_verified": "2026-03-25",
      "term_ids": [
        "totogi:term:caas",
        "totogi:term:5g-sa",
        "totogi:term:serverless",
        "totogi:term:multi-tenancy"
      ],
      "source_urls": [
        "https://totogi.com/resources/case-studies/telecom-disaster-recovery-case-study/",
        "https://totogi.com/wp-content/uploads/2025/05/Totogi_Zain_Case_Study_2025.pdf"
      ]
    },
    {
      "id": "claim.charging.planai.tier1-emea.6-weeks.5-to-10-revenue",
      "product_id": "totogi:product:charging",
      "product_name": "Totogi Charging-as-a-Service",
      "related_module": "PlanAI",
      "claim_type": "case_result",
      "status": "reported",
      "customer": {
        "anonymized": true,
        "descriptor": "Tier-1 EMEA operator",
        "segment": "MNO",
        "region": "EMEA"
      },
      "claim_summary": "PlanAI case study cites 13% reduction in inactive subscribers, 5% immediate revenue increase (projected to 10%), and doubled data usage within six weeks; deployment in two weeks.",
      "metrics": [
        {
          "name": "customer_base",
          "result": {
            "value": 15000000,
            "unit": "count"
          }
        },
        {
          "name": "monthly_churn_rate",
          "baseline": {
            "value": 5,
            "unit": "percent_per_month"
          }
        },
        {
          "name": "inactive_subscribers_reduction",
          "result": {
            "value": 13,
            "unit": "percent"
          }
        },
        {
          "name": "revenue_increase_immediate",
          "result": {
            "value": 5,
            "unit": "percent"
          }
        },
        {
          "name": "revenue_increase_projected",
          "result": {
            "value": 10,
            "unit": "percent"
          }
        },
        {
          "name": "data_usage_increase",
          "result": {
            "value": 2,
            "unit": "multiplier"
          }
        },
        {
          "name": "time_to_results",
          "result": {
            "value": 6,
            "unit": "weeks"
          }
        },
        {
          "name": "deployment_time",
          "result": {
            "value": 2,
            "unit": "weeks"
          }
        }
      ],
      "sources": [
        "cs_planai_10",
        "pdf_planai"
      ],
      "notes": [
        "Case study text states revenue increase is 'projected to reach 10%'; treat as forecast.",
        "Customer descriptor reconciled with case-studies.json on 2026-08-13. The case study's Key Facts label the customer \"Tier-1 operator EMEA\"; its body copy adds that this is a Tier-1 operator in North Africa, a subsidiary of one of the largest telecom groups in the Middle East and Africa, serving more than 15 million customers (the 15 million figure is also carried as the customer_base metric)."
      ],
      "last_verified": "2026-03-25",
      "term_ids": [
        "totogi:term:planai",
        "totogi:term:caas",
        "totogi:term:ai-agents",
        "totogi:term:saas"
      ],
      "source_urls": [
        "https://totogi.com/resources/case-studies/planai-case-study/",
        "https://totogi.com/wp-content/uploads/2025/03/PlanAI_Case_Study.pdf"
      ],
      "has_forward_looking_metrics": true
    },
    {
      "id": "claim.charging.2degrees.mvno-onboarding.months-to-days",
      "product_id": "totogi:product:charging",
      "product_name": "Totogi Charging-as-a-Service",
      "claim_type": "case_result",
      "status": "reported",
      "customer": {
        "anonymized": false,
        "name": "2degrees",
        "segment": "MNO",
        "region": "New Zealand"
      },
      "claim_summary": "2degrees case study describes accelerating MVNO onboarding from months to days using Charging-as-a-Service on AWS.",
      "metrics": [
        {
          "name": "mvno_onboarding_speed",
          "baseline": {
            "value": 1,
            "unit": "months_minimum"
          },
          "result": {
            "value": 1,
            "unit": "days_minimum"
          }
        }
      ],
      "sources": [
        "cs_2degrees",
        "pdf_2degrees"
      ],
      "notes": [
        "Landing page states 'months to days' without exact baseline/result figures; treat as qualitative acceleration statement."
      ],
      "last_verified": "2026-03-25",
      "term_ids": [
        "totogi:term:mvno",
        "totogi:term:caas",
        "totogi:term:multi-tenancy",
        "totogi:term:saas"
      ],
      "source_urls": [
        "https://totogi.com/resources/case-studies/two-degrees-case-study/",
        "https://totogi.com/wp-content/uploads/2025/05/Totogi_2degrees_Case_Study_2025.pdf"
      ]
    },
    {
      "id": "claim.charging.2degrees.300-features.since-aug-2024",
      "product_id": "totogi:product:charging",
      "product_name": "Totogi Charging-as-a-Service",
      "claim_type": "product_velocity",
      "status": "reported",
      "customer": {
        "anonymized": false,
        "name": "2degrees",
        "segment": "MNO",
        "region": "New Zealand"
      },
      "claim_summary": "Press release states that since onboarding the first MVNO in Aug 2024, over 300 features/optimizations/enhancements were deployed without service disruptions.",
      "metrics": [
        {
          "name": "features_deployed",
          "result": {
            "value": 300,
            "unit": "count_minimum"
          }
        },
        {
          "name": "reference_start",
          "result": {
            "value": "2024-08",
            "unit": "YYYY-MM"
          }
        }
      ],
      "sources": [
        "pr_2degrees_wholesale"
      ],
      "last_verified": "2026-03-25",
      "term_ids": [
        "totogi:term:saas",
        "totogi:term:multi-tenancy"
      ],
      "source_urls": [
        "https://totogi.com/newsroom/press-releases/2degrees-redefines-wholesale-telecom-growth-with-totogi/"
      ]
    },
    {
      "id": "claim.platform.guinea-mobile.7-brands.selected",
      "product_id": "totogi:product:charging",
      "product_name": "Totogi Charging-as-a-Service",
      "claim_type": "customer_selection",
      "status": "reported",
      "customer": {
        "anonymized": false,
        "name": "Guinea Mobile",
        "segment": "MVNE",
        "region": "Peru"
      },
      "claim_summary": "Guinea Mobile (MVNE) powering seven digital brands selected Totogi’s cloud-native multi-tenant BSS platform to accelerate growth.",
      "metrics": [
        {
          "name": "brands_supported",
          "result": {
            "value": 7,
            "unit": "count"
          }
        }
      ],
      "sources": [
        "pr_guinea_mobile"
      ],
      "notes": [
        "This press release is product-adjacent; decide whether it belongs under Ontology, Charging, or a separate 'Totogi BSS Platform' product taxonomy.",
        "Source describes selection of Totogi’s multi-tenant BSS platform; included under charging product family for now. If you later introduce a separate 'platform' product taxonomy, reclassify this claim."
      ],
      "last_verified": "2026-03-25",
      "term_ids": [
        "totogi:term:mvne",
        "totogi:term:multi-tenancy",
        "totogi:term:saas"
      ],
      "source_urls": [
        "https://totogi.com/newsroom/press-releases/guinea-mobile-selects-totogis-ai-powered-multi-tenant-bss-platform/"
      ]
    },
    {
      "id": "claim.ontology.alarm-noise.reduction.97-percent",
      "product_id": "totogi:product:ontology",
      "product_name": "Totogi Ontology",
      "claim_type": "case_result",
      "status": "reported",
      "customer": {
        "anonymized": true,
        "descriptor": "Tier-1 CSP in Sub-Saharan Africa serving more than 10 million subscribers",
        "segment": "CSP",
        "region": "Sub-Saharan Africa"
      },
      "claim_summary": "Totogi Ontology cut alarm noise by 97% for a Tier-1 CSP in Sub-Saharan Africa, correlating a live feed of more than 1.2 million alarms a week across RAN, power and transmission into roughly 50,000 groups and resolving them to three root causes in one week.",
      "metrics": [
        {
          "name": "alarm_noise_reduction",
          "result": {
            "value": 97,
            "unit": "percent"
          },
          "direction": "decrease"
        }
      ],
      "sources": [
        "case_alarm_noise_97"
      ],
      "notes": [
        "Use this claim as an ontology proof point for semantic observability, alarm correlation, root-cause analysis and operational AI."
      ],
      "last_verified": "2026-08-13",
      "term_ids": [
        "totogi:term:telco-ontology",
        "totogi:term:semantic-observability",
        "totogi:term:alarm-noise",
        "totogi:term:root-cause-analysis",
        "totogi:term:traceability",
        "totogi:term:ai-agents"
      ],
      "source_urls": [
        "https://totogi.com/resources/case-studies/reducing-alarm-noise-by-97-with-the-totogi-ontology/"
      ]
    },
    {
      "id": "claim.ontology.bss-code-generation.500k-lines.one-day",
      "product_id": "totogi:product:ontology",
      "product_name": "Totogi Ontology",
      "claim_type": "demonstration",
      "status": "reported",
      "claim_summary": "At TelecomTV's AI-Native Telco Forum in Düsseldorf on 23 October 2025, a single Totogi forward-deployed engineer generated 500,000 lines of production-quality BSS code live in one day, building five core modules — CRM, product catalog, order management, revenue management and invoicing — from scratch on the Totogi telco ontology.",
      "metrics": [
        {
          "name": "lines_of_production_code_generated",
          "result": {
            "value": 500000,
            "unit": "lines"
          },
          "direction": "increase"
        },
        {
          "name": "elapsed_time",
          "result": {
            "value": 1,
            "unit": "day"
          }
        }
      ],
      "sources": [
        "pr_bss_code_500k",
        "ttv_bss_code_500k"
      ],
      "notes": [
        "Public live demonstration at an industry forum, not a customer engagement - no customer outcome is asserted, which is why this claim carries no customer block.",
        "Totogi's own press release is the first-party source; TelecomTV's independent article on the same demonstration is third-party corroboration.",
        "The press release was issued during the event and states 500,000 lines as the end-of-day total; TelecomTV reports the completed figure."
      ],
      "last_verified": "2026-08-13",
      "term_ids": [
        "totogi:term:telco-ontology",
        "totogi:term:bss",
        "totogi:term:composable-bss",
        "totogi:term:ai-agents"
      ],
      "source_urls": [
        "https://totogi.com/newsroom/press-releases/totogi-generates-500000-lines-of-production-bss-code-in-one-day-live/",
        "https://www.telecomtv.com/content/ai/totogi-generates-500-000-lines-of-production-bss-code-in-one-day-live-54142/"
      ]
    },
    {
      "id": "claim.company.anta.founding-technology-partner",
      "claim_type": "affiliation",
      "status": "reported",
      "claim_summary": "Totogi is a founding participant in the AI-Native Telco Accelerator (ANTA), TelecomTV's industry-backed initiative, and one of its two founding technology partners alongside Wind River. The other founding participants are Axiata, Deutsche Telekom, Orange, NTT Docomo, Rakuten Mobile and the GSMA.",
      "sources": [
        "ttv_anta_two_tech_partners",
        "ttv_anta_launch_roster"
      ],
      "notes": [
        "Industry-programme affiliation, not a customer outcome - it carries no metric, which is why this claim has no metrics block and no product_id.",
        "The two-tier detail comes from the ANTA community launch piece: \"as well as two founding technology partners - Wind River and Totogi\". The eight-name founding participant roster comes from the launch announcement. The launch announcement does NOT use the \"founding technology partner\" phrasing - cite each source for the claim it actually supports.",
        "The launch announcement states that additional operators, technology providers and industry stakeholders are expected to join, so treat \"one of two\" as true as of last_verified rather than open-ended."
      ],
      "last_verified": "2026-08-17",
      "term_ids": [],
      "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/"
      ]
    }
  ],
  "indexes": {
    "by_product": {
      "totogi:product:ontology": [
        "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",
        "claim.ontology.bss-code-generation.500k-lines.one-day"
      ],
      "totogi:product:charging": [
        "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"
      ]
    }
  }
}