{"id":871,"date":"2025-11-22T15:23:04","date_gmt":"2025-11-22T15:23:04","guid":{"rendered":"https:\/\/ituring.theredpanda.in\/?page_id=871"},"modified":"2026-05-21T15:25:21","modified_gmt":"2026-05-21T09:55:21","slug":"model-gov","status":"publish","type":"page","link":"https:\/\/ituring.ai\/za\/platforms\/model-gov\/","title":{"rendered":"Model Gov"},"content":{"rendered":"\t\t
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Model Governance<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Still hunting for model documentation in spreadsheets?<\/h1>\t\t\t\t<\/div>\n\t\t\t\t
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Govern. Monitor. Approve. Audit. All in one place.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\tGovern models from any source. Built for regulated industries with complete transparency and audit trails.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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\r\n <\/iframe>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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While Others Scramble for Weeks, You\u2019re Always Audit-Ready<\/h2>\t\t\t\t<\/div>\n\t\t
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Minutes vs
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Any Model
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One-Click
Audit Pack<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Zero-Code Interface<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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*5 Spots Left This Week<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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How Model Governance Works<\/h2>\t\t\t\t<\/div>\n\t\t
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\n\t\t\t\t\t\tConfigure use cases and register models from iTuring, Python, SAS, and third-party sources\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tWorkflow\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tMaker-checker approvals with accountability chains\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tDocument\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tComplete audit trails: lineage, approvals, change history\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tOversee\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tAccess code, data, documents, models, and lifecycle status across your portfolio\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Seamless Governance \nfor Every Model<\/h2>\t\t\t\t<\/div>\n\t\t
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Zero Surprises. Complete Coverage. Always Ready.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tUniversal Model Coverage\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tImmutable Audit Trails\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tElectronic Workflows\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tZero-Code Interface\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Govern Every Model \u2013 No Matter Where It\u2019s Built<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tiTuring Models\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tNative lineage from Auto ML\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tProduction Models\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tML Ops-deployed, real-time tracking\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tExternal Models\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tR, Python, PySpark, PyTorch, SAS etc.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t<\/rect><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\tSee Live Demo<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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See How Risk Teams Transformed Their Examination Readiness<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tFrequently Asked Questions\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t
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How does iTuring's model governance align with SARB Guidance Note 4\/2020? <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tThe platform directly maps to SARB GN 4\/2020 requirements: central model inventory, three lines of defence approval workflows, independent validation support, drift and bias monitoring, and exportable examination packs \u2014 all built into the architecture, not retrofitted.\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t
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Does the governance framework support King IV principles? <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tYes. King IV governance principles \u2014 including board-level accountability, ethical AI, transparent reporting, and independent assurance \u2014 are supported via immutable audit trails, maker-checker workflows, and portfolio-level risk dashboards for senior leadership.\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t
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Can we govern models built outside of iTuring, including SAS, Python, and R models? <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tYes. iTuring governs third-party and internal models with the same approvals, inventory, lineage, and evidence packs used for iTuring-native models. Critical for South African banks with large existing model estates.\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t
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What evidence does iTuring generate for FSCA conduct examinations? <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tThe platform produces Treating Customers Fairly evidence (per-decision explanations, bias monitoring, documentation of model changes), model approvals history, and lineage from raw data to output \u2014 all exportable in examiner-ready packs.\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t
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How does model governance support POPIA compliance for algorithmic decisions? <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tPOPIA Section 71 restricts automated decisions that have legal or similarly significant effects on data subjects. While POPIA does not prescribe an explicit right to human review, iTuring goes beyond the minimum: the platform generates plain-language rationale for every model decision, enables human-review escalation workflows, and maintains complete lineage for any data subject access or objection request, giving South African financial institutions a governance posture that exceeds POPIA’s current requirements.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t
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What is the SARB GN 4\/2020 model governance requirement and how does iTuring meet it? <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tSARB requires full lifecycle governance for material models; iTuring provides this via inventory, validation, change logs and monitoring in one system.\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t
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How does iTuring support the three-lines-of-defence model risk structure for South African banks? <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tEach line of defence has separate roles, approvals and evidence views so responsibilities are clearly segregated and auditable.\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t
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Can iTuring's governance platform support a full model inventory for a South African bank? <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tYes. It can inventory hundreds of models with owners, risk tiers, statuses and linked evidence packs.\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t
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How do maker\u2013checker workflows support SARB change management and King IV governance? <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tEvery change is initiated and approved by different users with timestamps and rationales recorded for regulators and boards.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t
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Does iTuring help South African banks prepare for Prudential Authority model risk examinations? <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t\t<\/path><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tYes. Banks can export complete evidence bundles for selected models, cutting down manual exam preparation work.\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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