# Framework Mapping Playlist Index

This folder was generated from the YouTube MCP playlist inventory for `PLkGSnjw5y2U7QNr9jL6TAgwQvYBI_LEtK`. The YouTube MCP transcript endpoint failed in this session, but the framework-mapping subset at positions `63` through `69` was recovered pragmatically by downloading the audio with `yt-dlp` and transcribing it locally with `faster-whisper`, while keeping the rest of the playlist metadata-only.

- Playlist videos found via MCP: 87
- Transcript extraction successes via MCP: 0
- Local transcript recoveries outside MCP: 7 videos (`63`-`69`)
- Remaining metadata-only notes: 80 videos
- Transcript extraction failures observed: MCP returned `401` / `Transport closed`, direct timedtext requests later hit YouTube `429` / IP throttling, but audio download remained available for the seven framework videos.

## Video Index

| position | title | frameworks | main concepts | still valid? | file path |
| --- | --- | --- | --- | --- | --- |
| 1 | Discover new features and learn about the best CMDB tools | CMDB | historical release guidance | partial | [./001-discover-new-features-and-learn-about-the-best-cmdb-tools.md](./001-discover-new-features-and-learn-about-the-best-cmdb-tools.md) |
| 2 | CMDB success advisor for Hardware Asset Management | CMDB | CSDM/CMDB framing | yes | [./002-cmdb-success-advisor-for-hardware-asset-management.md](./002-cmdb-success-advisor-for-hardware-asset-management.md) |
| 3 | Feature Shorts: TNI - CMDB Classes for Data Center Power Management | CMDB | historical release guidance | partial | [./003-feature-shorts-tni-cmdb-classes-for-data-center-power-management.md](./003-feature-shorts-tni-cmdb-classes-for-data-center-power-management.md) |
| 4 | Elevate Your Data Strategy with latest CMDB and CSDM innovations | CSDM, CMDB | CSDM/CMDB framing | yes | [./004-elevate-your-data-strategy-with-latest-cmdb-and-csdm-innovations.md](./004-elevate-your-data-strategy-with-latest-cmdb-and-csdm-innovations.md) |
| 5 | CMDB360 And Dynamic Reconciliation Rules (DRR) | CMDB | governance and reconciliation | partial | [./005-cmdb360-and-dynamic-reconciliation-rules-drr.md](./005-cmdb360-and-dynamic-reconciliation-rules-drr.md) |
| 6 | SGC Central Overview and Demo | Service Graph | historical release guidance | partial | [./006-sgc-central-overview-and-demo.md](./006-sgc-central-overview-and-demo.md) |
| 7 | SGC Central Overview | Service Graph | CSDM/CMDB framing | yes | [./007-sgc-central-overview.md](./007-sgc-central-overview.md) |
| 8 | CSDM 5 WhatsNew from Knowledge 2025 | CSDM | CSDM/CMDB framing | partial | [./008-csdm-5-whatsnew-from-knowledge-2025.md](./008-csdm-5-whatsnew-from-knowledge-2025.md) |
| 9 | What's New in Xanadu and Q4 for Data Foundations (CMDB, SG Connectors) | CMDB | governance and reconciliation | partial | [./009-what-s-new-in-xanadu-and-q4-for-data-foundations-cmdb-sg-connectors.md](./009-what-s-new-in-xanadu-and-q4-for-data-foundations-cmdb-sg-connectors.md) |
| 10 | CSDM Lifecycles: Aligning and Transitioning to Xanadu | CSDM | CSDM/CMDB framing | partial | [./010-csdm-lifecycles-aligning-and-transitioning-to-xanadu.md](./010-csdm-lifecycles-aligning-and-transitioning-to-xanadu.md) |
| 11 | Service Graph Connector overview for WIZ | Service Graph | governance and reconciliation | partial | [./011-service-graph-connector-overview-for-wiz.md](./011-service-graph-connector-overview-for-wiz.md) |
| 12 | DPM Academy Session 7: DPM and the Common Services Data Model | CSDM, DPM | product-centric mapping | yes | [./012-dpm-academy-session-7-dpm-and-the-common-services-data-model.md](./012-dpm-academy-session-7-dpm-and-the-common-services-data-model.md) |
| 13 | Quick tip on how to enable ServiceNow CMDB intelligent search in your global platform search | CMDB | query and traversal patterns | partial | [./013-quick-tip-on-how-to-enable-servicenow-cmdb-intelligent-search-in-your-global-platform-sear.md](./013-quick-tip-on-how-to-enable-servicenow-cmdb-intelligent-search-in-your-global-platform-sear.md) |
| 14 | Modeling Microservices and APIs in the CSDM Recorded Feb 29th 2024 | CSDM, Microservices/API | class and relationship discipline | partial | [./014-modeling-microservices-and-apis-in-the-csdm-recorded-feb-29th-2024.md](./014-modeling-microservices-and-apis-in-the-csdm-recorded-feb-29th-2024.md) |
| 15 | CSDM quick tip: Putting Service into its Proper Class | CSDM | class and relationship discipline | yes | [./015-csdm-quick-tip-putting-service-into-its-proper-class.md](./015-csdm-quick-tip-putting-service-into-its-proper-class.md) |
| 16 | CMDB Health Deepdive - Keeping CI's Fresh | CMDB | governance and reconciliation | partial | [./016-cmdb-health-deepdive-keeping-ci-s-fresh.md](./016-cmdb-health-deepdive-keeping-ci-s-fresh.md) |
| 17 | CSDM deep-dive: availability metric calculation discussion and overview | CSDM | CSDM/CMDB framing | yes | [./017-csdm-deep-dive-availability-metric-calculation-discussion-and-overview.md](./017-csdm-deep-dive-availability-metric-calculation-discussion-and-overview.md) |
| 18 | CSDM and CMDB Executive Overview | CSDM, CMDB | CSDM/CMDB framing | yes | [./018-csdm-and-cmdb-executive-overview.md](./018-csdm-and-cmdb-executive-overview.md) |
| 19 | Digital Product Architecture, Management, and Modeling Recorded November 9th 2023 | Digital Product | product-centric mapping | partial | [./019-digital-product-architecture-management-and-modeling-recorded-november-9th-2023.md](./019-digital-product-architecture-management-and-modeling-recorded-november-9th-2023.md) |
| 20 | CMDB Health Deep Dive: CSDM Dynamic CI Groups & Fixing Data Required for Audit | CSDM, CMDB | governance and reconciliation | partial | [./020-cmdb-health-deep-dive-csdm-dynamic-ci-groups-fixing-data-required-for-audit.md](./020-cmdb-health-deep-dive-csdm-dynamic-ci-groups-fixing-data-required-for-audit.md) |
| 21 | Using the IRE for non CMDB data | CMDB | governance and reconciliation | partial | [./021-using-the-ire-for-non-cmdb-data.md](./021-using-the-ire-for-non-cmdb-data.md) |
| 22 | Creating a CMDB integration tutorial using IH-ETL: Advanced Topics | CMDB | governance and reconciliation | partial | [./022-creating-a-cmdb-integration-tutorial-using-ih-etl-advanced-topics.md](./022-creating-a-cmdb-integration-tutorial-using-ih-etl-advanced-topics.md) |
| 23 | Creating a CMDB integration tutorial using IH-ETL: Part 5 of 5 | CMDB | governance and reconciliation | partial | [./023-creating-a-cmdb-integration-tutorial-using-ih-etl-part-5-of-5.md](./023-creating-a-cmdb-integration-tutorial-using-ih-etl-part-5-of-5.md) |
| 24 | Creating a CMDB integration tutorial using IH-ETL: Part 4 of 5 | CMDB | governance and reconciliation | partial | [./024-creating-a-cmdb-integration-tutorial-using-ih-etl-part-4-of-5.md](./024-creating-a-cmdb-integration-tutorial-using-ih-etl-part-4-of-5.md) |
| 25 | Creating a CMDB integration tutorial using IH-ETL: Part 3 of 5 | CMDB | governance and reconciliation | partial | [./025-creating-a-cmdb-integration-tutorial-using-ih-etl-part-3-of-5.md](./025-creating-a-cmdb-integration-tutorial-using-ih-etl-part-3-of-5.md) |
| 26 | Creating a CMDB integration tutorial using IH-ETL: Part 2 of 5 | CMDB | governance and reconciliation | partial | [./026-creating-a-cmdb-integration-tutorial-using-ih-etl-part-2-of-5.md](./026-creating-a-cmdb-integration-tutorial-using-ih-etl-part-2-of-5.md) |
| 27 | Creating a CMDB integration tutorial using IH-ETL: Part 1 of 5 | CMDB | governance and reconciliation | partial | [./027-creating-a-cmdb-integration-tutorial-using-ih-etl-part-1-of-5.md](./027-creating-a-cmdb-integration-tutorial-using-ih-etl-part-1-of-5.md) |
| 28 | Demystifying Value Stream Mapping and Management Recorded August 3rd 2023 | Value Stream Management | value-stream semantics | partial | [./028-demystifying-value-stream-mapping-and-management-recorded-august-3rd-2023.md](./028-demystifying-value-stream-mapping-and-management-recorded-august-3rd-2023.md) |
| 29 | CMDB NLQ search, Query Demo and Discussion | CMDB | query and traversal patterns | partial | [./029-cmdb-nlq-search-query-demo-and-discussion.md](./029-cmdb-nlq-search-query-demo-and-discussion.md) |
| 30 | Digital Delivery Standards, Tooling, and CSDM Recorded Mar 16 2023 | CSDM | product-centric mapping | partial | [./030-digital-delivery-standards-tooling-and-csdm-recorded-mar-16-2023.md](./030-digital-delivery-standards-tooling-and-csdm-recorded-mar-16-2023.md) |
| 31 | Application Portfolio Management & CSDM discussion Introducing the Enterprise Architecture Workspace | CSDM, DPM, Enterprise Architecture | CSDM/CMDB framing | yes | [./031-application-portfolio-management-csdm-discussion-introducing-the-enterprise-architecture-w.md](./031-application-portfolio-management-csdm-discussion-introducing-the-enterprise-architecture-w.md) |
| 32 | What's new in Utah CMDB, CSDM and Service Graph Connectors | CSDM, CMDB, Service Graph | governance and reconciliation | partial | [./032-what-s-new-in-utah-cmdb-csdm-and-service-graph-connectors.md](./032-what-s-new-in-utah-cmdb-csdm-and-service-graph-connectors.md) |
| 33 | Digital Portfolio Management and CSDM Overview | CSDM, DPM | product-centric mapping | yes | [./033-digital-portfolio-management-and-csdm-overview.md](./033-digital-portfolio-management-and-csdm-overview.md) |
| 34 | New CMDB 360 feature for MultiSource CMDB data | CMDB | governance and reconciliation | partial | [./034-new-cmdb-360-feature-for-multisource-cmdb-data.md](./034-new-cmdb-360-feature-for-multisource-cmdb-data.md) |
| 35 | Digital Product Operating Model - Recorded Nov 22nd 2022 | Digital Product, Operating Model | product-centric mapping | partial | [./035-digital-product-operating-model-recorded-nov-22nd-2022.md](./035-digital-product-operating-model-recorded-nov-22nd-2022.md) |
| 36 | ServiceNow Vulnerability Response and the CMDB | CMDB, Vulnerability Response | operational traceability | yes | [./036-servicenow-vulnerability-response-and-the-cmdb.md](./036-servicenow-vulnerability-response-and-the-cmdb.md) |
| 37 | CMDB Query Builder Queries & Reporting \| Platform Analytics Academy \| October 20th, 2022 | CMDB | query and traversal patterns | partial | [./037-cmdb-query-builder-queries-reporting-platform-analytics-academy-october-20th-2022.md](./037-cmdb-query-builder-queries-reporting-platform-analytics-academy-october-20th-2022.md) |
| 38 | Data Foundations and CMDB Health dashboard overview | CMDB | governance and reconciliation | partial | [./038-data-foundations-and-cmdb-health-dashboard-overview.md](./038-data-foundations-and-cmdb-health-dashboard-overview.md) |
| 39 | CSDM 4.0 & Service Builder Discussion | CSDM | class and relationship discipline | partial | [./039-csdm-4-0-service-builder-discussion.md](./039-csdm-4-0-service-builder-discussion.md) |
| 40 | Whats New in the Tokyo CMDB, CSDM and Service Graph Connectors | CSDM, CMDB, Service Graph | governance and reconciliation | partial | [./040-whats-new-in-the-tokyo-cmdb-csdm-and-service-graph-connectors.md](./040-whats-new-in-the-tokyo-cmdb-csdm-and-service-graph-connectors.md) |
| 41 | IT Operating Models of Tomorrow - Presented on May 23 2022 | Operating Model | CSDM/CMDB framing | partial | [./041-it-operating-models-of-tomorrow-presented-on-may-23-2022.md](./041-it-operating-models-of-tomorrow-presented-on-may-23-2022.md) |
| 42 | Office Hour 52 - APM: CSDM v 4.0 and APM | CSDM, Enterprise Architecture | CSDM/CMDB framing | partial | [./042-office-hour-52-apm-csdm-v-4-0-and-apm.md](./042-office-hour-52-apm-csdm-v-4-0-and-apm.md) |
| 43 | CMDB Best Practices | CMDB | CSDM/CMDB framing | yes | [./043-cmdb-best-practices.md](./043-cmdb-best-practices.md) |
| 44 | Business Criticality CSDM Discussion | CSDM | class and relationship discipline | yes | [./044-business-criticality-csdm-discussion.md](./044-business-criticality-csdm-discussion.md) |
| 45 | CMDB / CSDM Discussion - Application Service Types in San Diego | CSDM, CMDB | class and relationship discipline | partial | [./045-cmdb-csdm-discussion-application-service-types-in-san-diego.md](./045-cmdb-csdm-discussion-application-service-types-in-san-diego.md) |
| 46 | What's new in CMDB and CSDM for our San Diego release | CSDM, CMDB | historical release guidance | no | [./046-what-s-new-in-cmdb-and-csdm-for-our-san-diego-release.md](./046-what-s-new-in-cmdb-and-csdm-for-our-san-diego-release.md) |
| 47 | How Change Management Leverages CSDM | CSDM | operational traceability | yes | [./047-how-change-management-leverages-csdm.md](./047-how-change-management-leverages-csdm.md) |
| 48 | CSDM Technical Service Deep Dive Discussion | CSDM | class and relationship discipline | yes | [./048-csdm-technical-service-deep-dive-discussion.md](./048-csdm-technical-service-deep-dive-discussion.md) |
| 49 | CSDM V4 Lifecycle and Product Discussion | CSDM | CSDM/CMDB framing | partial | [./049-csdm-v4-lifecycle-and-product-discussion.md](./049-csdm-v4-lifecycle-and-product-discussion.md) |
| 50 | Platform Office Hour 41 CSDM 4.0 Overview What's New Best Practices | CSDM | historical release guidance | partial | [./050-platform-office-hour-41-csdm-4-0-overview-what-s-new-best-practices.md](./050-platform-office-hour-41-csdm-4-0-overview-what-s-new-best-practices.md) |
| 51 | CSDM Discussion: Technical Service vs. Business Service | CSDM | class and relationship discipline | yes | [./051-csdm-discussion-technical-service-vs-business-service.md](./051-csdm-discussion-technical-service-vs-business-service.md) |
| 52 | CMDB Service Graph Connector, IH-ETL, Multisource walkthrough under 10 minutes | CMDB, Service Graph | governance and reconciliation | partial | [./052-cmdb-service-graph-connector-ih-etl-multisource-walkthrough-under-10-minutes.md](./052-cmdb-service-graph-connector-ih-etl-multisource-walkthrough-under-10-minutes.md) |
| 53 | NEW Rome CMDB Data Manager feature Walkthrough | CMDB | historical release guidance | no | [./053-new-rome-cmdb-data-manager-feature-walkthrough.md](./053-new-rome-cmdb-data-manager-feature-walkthrough.md) |
| 54 | ServiceNow Epic Council April 23 2021 | ServiceNow governance | CSDM/CMDB framing | partial | [./054-servicenow-epic-council-april-23-2021.md](./054-servicenow-epic-council-april-23-2021.md) |
| 55 | CSDM In A Nutshell | CSDM | CSDM/CMDB framing | yes | [./055-csdm-in-a-nutshell.md](./055-csdm-in-a-nutshell.md) |
| 56 | Demystifying the Domain Separated CMDB | CMDB | CSDM/CMDB framing | yes | [./056-demystifying-the-domain-separated-cmdb.md](./056-demystifying-the-domain-separated-cmdb.md) |
| 57 | CSDM Example Series: Shared Tech and Client Compute services | CSDM | class and relationship discipline | yes | [./057-csdm-example-series-shared-tech-and-client-compute-services.md](./057-csdm-example-series-shared-tech-and-client-compute-services.md) |
| 58 | CSDM / CMDB Discussion: The black art of extending the CMDB and how we support the full lifecycle. | CSDM, CMDB | CSDM/CMDB framing | yes | [./058-csdm-cmdb-discussion-the-black-art-of-extending-the-cmdb-and-how-we-support-the-full-lifec.md](./058-csdm-cmdb-discussion-the-black-art-of-extending-the-cmdb-and-how-we-support-the-full-lifec.md) |
| 59 | CSDM Example Series: Microservices | CSDM, Microservices/API | class and relationship discipline | yes | [./059-csdm-example-series-microservices.md](./059-csdm-example-series-microservices.md) |
| 60 | CSDM Example Series: Platforms | CSDM | class and relationship discipline | yes | [./060-csdm-example-series-platforms.md](./060-csdm-example-series-platforms.md) |
| 61 | CSDM Discussion about Assignment, Change, Support and Managed by Groups in CSDM | CSDM | CSDM/CMDB framing | yes | [./061-csdm-discussion-about-assignment-change-support-and-managed-by-groups-in-csdm.md](./061-csdm-discussion-about-assignment-change-support-and-managed-by-groups-in-csdm.md) |
| 62 | CSDM Use Case Discussion - End to end cloud app creation and management | CSDM | class and relationship discipline | yes | [./062-csdm-use-case-discussion-end-to-end-cloud-app-creation-and-management.md](./062-csdm-use-case-discussion-end-to-end-cloud-app-creation-and-management.md) |
| 63 | CSDM V3 Framework Mapping: Archimate V3 | CSDM, ArchiMate, TOGAF | EA layer semantics, service mapping, technology realization | partial | [./063-csdm-v3-framework-mapping-archimate-v3.md](./063-csdm-v3-framework-mapping-archimate-v3.md) |
| 64 | CSDM V3 Framework Mapping: APQC V7.2.1 | CSDM, APQC | process taxonomy, capability hierarchy, service portfolio | partial | [./064-csdm-v3-framework-mapping-apqc-v7-2-1.md](./064-csdm-v3-framework-mapping-apqc-v7-2-1.md) |
| 65 | CSDM V3 Framework Mapping: IT4IT V3 | CSDM, IT4IT, Digital Product | digital product, value streams, service offerings | yes | [./065-csdm-v3-framework-mapping-it4it-v3.md](./065-csdm-v3-framework-mapping-it4it-v3.md) |
| 66 | CSDM V3 Framework Mapping: IT4IT V2.1 | CSDM, IT4IT | service model backbone, desired service, value streams | partial | [./066-csdm-v3-framework-mapping-it4it-v2-1.md](./066-csdm-v3-framework-mapping-it4it-v2-1.md) |
| 67 | CSDM V3 Framework Mapping: TM Forum V20 | CSDM, TM Forum, Open Digital Architecture | customer product, technical service, resource layers | partial | [./067-csdm-v3-framework-mapping-tm-forum-v20.md](./067-csdm-v3-framework-mapping-tm-forum-v20.md) |
| 68 | CSDM V3 Framework Mapping: TBM Council 3.02 | CSDM, TBM, ATUM | cost pools, IT towers, capability-finance mapping | partial | [./068-csdm-v3-framework-mapping-tbm-council-3-02.md](./068-csdm-v3-framework-mapping-tbm-council-3-02.md) |
| 69 | CSDM V3 Framework Mapping: BIAN V8 | CSDM, BIAN | banking service landscape, capability mapping, service semantics | partial | [./069-csdm-v3-framework-mapping-bian-v8.md](./069-csdm-v3-framework-mapping-bian-v8.md) |
| 70 | Demo - ITOM Tag Based Service Mapping | ITOM | historical release guidance | partial | [./070-demo-itom-tag-based-service-mapping.md](./070-demo-itom-tag-based-service-mapping.md) |
| 71 | Tenable integration and configuration: how to get them right first time. | ServiceNow data modeling | governance and reconciliation | partial | [./071-tenable-integration-and-configuration-how-to-get-them-right-first-time.md](./071-tenable-integration-and-configuration-how-to-get-them-right-first-time.md) |
| 72 | CI Matching for Vulnerability Response - How to get it right. | Vulnerability Response | governance and reconciliation | partial | [./072-ci-matching-for-vulnerability-response-how-to-get-it-right.md](./072-ci-matching-for-vulnerability-response-how-to-get-it-right.md) |
| 73 | The critical importance of your CMDB for Vulnerability response | CMDB, Vulnerability Response | operational traceability | yes | [./073-the-critical-importance-of-your-cmdb-for-vulnerability-response.md](./073-the-critical-importance-of-your-cmdb-for-vulnerability-response.md) |
| 74 | Success Meetup: Community MVP Steven Bell - Implementing a CMDB [Knowledge 2020 ACT2106] | CMDB | CSDM/CMDB framing | partial | [./074-success-meetup-community-mvp-steven-bell-implementing-a-cmdb-knowledge-2020-act2106.md](./074-success-meetup-community-mvp-steven-bell-implementing-a-cmdb-knowledge-2020-act2106.md) |
| 75 | Managing CMDB Query Builder access of the ITIL user role | CMDB, ITIL | query and traversal patterns | partial | [./075-managing-cmdb-query-builder-access-of-the-itil-user-role.md](./075-managing-cmdb-query-builder-access-of-the-itil-user-role.md) |
| 76 | Configuration Management and CMDB for Dummies | CMDB | CSDM/CMDB framing | yes | [./076-configuration-management-and-cmdb-for-dummies.md](./076-configuration-management-and-cmdb-for-dummies.md) |
| 77 | TechByte - Populate your CMDB with Service Graph Connectors or Discovery, why not both? | CMDB, Service Graph, Discovery | governance and reconciliation | partial | [./077-techbyte-populate-your-cmdb-with-service-graph-connectors-or-discovery-why-not-both.md](./077-techbyte-populate-your-cmdb-with-service-graph-connectors-or-discovery-why-not-both.md) |
| 78 | Office Hour #26 - Platform CSDM 3.0 | CSDM | CSDM/CMDB framing | partial | [./078-office-hour-26-platform-csdm-3-0.md](./078-office-hour-26-platform-csdm-3-0.md) |
| 79 | ITBM Office Hour 20 - CSDM 3.0 - Best Practices - Overview | CSDM, TBM | CSDM/CMDB framing | partial | [./079-itbm-office-hour-20-csdm-3-0-best-practices-overview.md](./079-itbm-office-hour-20-csdm-3-0-best-practices-overview.md) |
| 80 | 10/16 Ask the Expert: ITSM Common Services Data Model (CSDM) | CSDM, ITSM | CSDM/CMDB framing | yes | [./080-10-16-ask-the-expert-itsm-common-services-data-model-csdm.md](./080-10-16-ask-the-expert-itsm-common-services-data-model-csdm.md) |
| 81 | TechTalk - Build a rock solid digital foundation (CMDB) with ITOM Visibility - Deep Dive | CMDB, ITOM | CSDM/CMDB framing | yes | [./081-techtalk-build-a-rock-solid-digital-foundation-cmdb-with-itom-visibility-deep-dive.md](./081-techtalk-build-a-rock-solid-digital-foundation-cmdb-with-itom-visibility-deep-dive.md) |
| 82 | TechTalk: CMDB Workshop | CMDB | CSDM/CMDB framing | yes | [./082-techtalk-cmdb-workshop.md](./082-techtalk-cmdb-workshop.md) |
| 83 | Creating a report on Business Critical Application Services using CMDB Query Builder | CMDB | query and traversal patterns | partial | [./083-creating-a-report-on-business-critical-application-services-using-cmdb-query-builder.md](./083-creating-a-report-on-business-critical-application-services-using-cmdb-query-builder.md) |
| 84 | TechByte - Data Foundations Dashboards for CMDB and CSDM | CSDM, CMDB | CSDM/CMDB framing | yes | [./084-techbyte-data-foundations-dashboards-for-cmdb-and-csdm.md](./084-techbyte-data-foundations-dashboards-for-cmdb-and-csdm.md) |
| 85 | Intro to CMDB Query Builder with Reporting - Performance Analytics Academy - Aug 12, 2020 | CMDB | query and traversal patterns | partial | [./085-intro-to-cmdb-query-builder-with-reporting-performance-analytics-academy-aug-12-2020.md](./085-intro-to-cmdb-query-builder-with-reporting-performance-analytics-academy-aug-12-2020.md) |
| 86 | CI Matching and CMDB reconciliation | CMDB | governance and reconciliation | partial | [./086-ci-matching-and-cmdb-reconciliation.md](./086-ci-matching-and-cmdb-reconciliation.md) |
| 87 | Integration Hub - ETL nested payload feature demo - NEW in Quebec | ServiceNow data modeling | governance and reconciliation | partial | [./087-integration-hub-etl-nested-payload-feature-demo-new-in-quebec.md](./087-integration-hub-etl-nested-payload-feature-demo-new-in-quebec.md) |

## Synthesis

### Recurring mapping themes across videos
- CSDM is repeatedly treated as the organizing backbone for service, application, and operational data, even when the session topic is product, portfolio, or analytics rather than CMDB mechanics alone.
- A visible cluster of videos treats mapping as an explicit crosswalk exercise instead of assuming one canonical vocabulary. That is directly aligned with the current ontology goal of precise framework mappings.
- Digital product, portfolio, value stream, and operating-model topics recur alongside CSDM, suggesting that product-centric language was already pushing against service-only modeling boundaries.
- Many operational videos focus on reconciliation, freshness, auditability, and queryability. That reinforces that ontology work needs governed analysis paths backed by trustworthy identity and lifecycle data.
- Within the framework-mapping subset itself, the recovered transcripts reinforce recurring bridge concepts: business capabilities, value streams, service offerings, digital products, taxonomies, meta-models, service landscapes, technology-layer realization structures, and finance roll-up paths.

### Frameworks covered
- CMDB, CSDM, Service Graph, DPM, Vulnerability Response, Digital Product, Enterprise Architecture, IT4IT, ITOM, Microservices/API, Operating Model, ServiceNow data modeling, TBM, APQC, ArchiMate, BIAN, Discovery, ITIL, ITSM, ServiceNow governance, TM Forum, Value Stream Management
- Most direct external mapping titles appear at playlist positions 63-69: ArchiMate, APQC, IT4IT, TM Forum, TBM / ATUM, and BIAN.
- Related but less explicit cross-domain topics include Digital Product, DPM, Enterprise Architecture, Operating Model, Value Stream Management, ITSM/ITIL, and Vulnerability Response.

### Concepts that map well to current ontology work
- Digital Product as a durable cross-domain anchor linking architecture, portfolio, delivery, and operations.
- Framework crosswalks as named semantic mappings rather than loose graph connectivity.
- Lifecycle and value-stream traversal rules that can support precise analysis patterns.
- Boundary discipline between business service, technical service, application, API, platform, and supporting operational entities.
- Governance primitives such as reconciliation, freshness, audit evidence, and role/accountability relationships that make the ontology operationally trustworthy.
- The transcript-backed framework videos strengthen specific bridge candidates: TOGAF and ArchiMate technology realization, APQC business capabilities and service portfolio structure, IT4IT digital-product value streams and service offerings, TM Forum Open Digital Architecture, TBM finance-to-service roll-ups, and BIAN service landscape taxonomy.
- IT4IT v3 is the strongest historical evidence in the playlist for treating Digital Product as the central semantic anchor across portfolio, fulfillment, and operations.
- TBM and BIAN add two important dimensions the rest of the playlist does not cover as directly: finance allocation paths and industry-specific domain taxonomies.
- The broader pattern also supports the emerging idea of AI coworkers or agents as governed digital products, even though that terminology does not appear explicitly in the playlist metadata retrieved here.

### Concepts likely outdated due to newer standard evolution
- Release-specific guidance tied to Rome, San Diego, Tokyo, Utah, Xanadu, or Quebec should be treated as historical implementation context, not current product behavior.
- Direct framework mappings labeled CSDM v3 or CSDM 4.0 are still useful as historical crosswalk seeds, but they need re-validation against newer CSDM and IT4IT evolutions before reuse.
- The IT4IT v3 video is explicitly a pre-release snapshot of the standard, so it is particularly important to treat its exact diagram names as historical rather than final.
- APQC 7.2.1, TM Forum v20, TBM 3.02, and BIAN v8 should all be treated as versioned source material, not current canonical labels.
- Feature walkthroughs, quick tips, and UI-oriented demos likely have the fastest decay because platform packaging and workflows change more quickly than the underlying conceptual issues.
- Older analytics and access-control demonstrations may still reveal intended traversals, but not current permissions, screen flows, or exact object names.

## Transcript Status

Transcript retrieval was not available from the YouTube MCP server in this session. Direct `youtube_get_transcript` calls returned `401`, bulk transcript calls failed with `Transport closed`, and direct timedtext requests later hit YouTube `429` / IP throttling. The pragmatic recovery path that worked was different: the seven framework videos (`63`-`69`) were downloaded as audio with `yt-dlp` and transcribed locally with `faster-whisper`. Those seven notes are now transcript-backed; the other 80 files remain metadata-first stubs.
