diff --git a/tags.yaml b/tags.yaml
index cda9131..afa67d9 100644
--- a/tags.yaml
+++ b/tags.yaml
@@ -46,7 +46,7 @@ tags: # Technical Advisory Groups
           slack: https://cloud-native.slack.com/archives/C08KGCXB458 # Using parent TAG's contact
           mailing_list: https://lists.cncf.io/g/cncf-tag-developer-experience/ # Using parent TAG's contact
     leadership:
-      Subpproject Leads:
+      SubProject Leads:
         - github: foo
           lfx_id: baz
           name: Foo Baz Bar
@@ -99,7 +99,7 @@ tags: # Technical Advisory Groups
           slack: https://cloud-native.slack.com/archives/C08KBH3RA1K # Using parent TAG's contact
           mailing_list: https://lists.cncf.io/g/cncf-tag-infrastructure # Using parent TAG's contact
     leadership:
-      Subpproject Leads:
+      SubProject Leads:
         - github: foo
           lfx_id: baz
           name: Foo Baz Bar
@@ -153,7 +153,7 @@ tags: # Technical Advisory Groups
           slack: https://cloud-native.slack.com/archives/C08KGDENK34 # Using parent TAG's contact
           mailing_list: https://lists.cncf.io/g/cncf-tag-operational-resilience # Using parent TAG's contact
     leadership:
-      Subpproject Leads:
+      SubProject Leads:
         - github: foo
           lfx_id: baz
           name: Foo Baz Bar
@@ -206,7 +206,7 @@ tags: # Technical Advisory Groups
           slack: https://cloud-native.slack.com/archives/C08JZ9YLAA3 # Using parent TAG's contact
           mailing_list: https://lists.cncf.io/g/cncf-tag-security-and-compliance # Using parent TAG's contact
     leadership:
-      Subpproject Leads:
+      SubProject Leads:
         - github: foo
           lfx_id: baz
           name: Foo Baz Bar
@@ -259,16 +259,55 @@ tags: # Technical Advisory Groups
           slack: https://cloud-native.slack.com/archives/C08K71W9HAS # Using parent TAG's contact
           mailing_list: https://lists.cncf.io/g/cncf-tag-workloads-foundation # Using parent TAG's contact
     leadership:
-      Subpproject Leads:
+      SubProject Leads:
         - github: foo
           lfx_id: baz
           name: Foo Baz Bar
           company: Foo Baz Bar co.
           email: me@foobazbar.org
     tag_initiatives: https://github.com/cncf/toc/issues?q=label%3Atag%2Fworkloads-foundation-initiative
-toc_subprojects: # TOC Subprojects
-  - dir: contributor-strategy-subproject-and-advocacy # Contributor Strategy and Advocacy Subproject
-    name: Contributor Strategy Subproject and Advocacy 
+toc_subprojects: # TOC SubProjects
+  - dir: artificial-intelligence-subproject # Artificial Intelligence SubProject
+    name: Artificial Intelligence SubProject
+    mission_statement: Foo-Baz-Bar
+    charter_link: charter.md
+    label: toc/artificial-intelligence-subproject
+    leadership:
+      chairs:
+        - github: foo
+          lfx_id: baz
+          name: Foo Baz Bar
+          company: Foo Baz Bar co.
+          email: me@foobazbar.org
+        - github: foo
+          lfx_id: baz
+          name: Foo Baz Bar
+          company: Foo Baz Bar co.
+          email: me@foobazbar.org
+      tech_leads:
+        - github: foo
+          lfx_id: baz
+          name: Foo Baz Bar
+          company: Foo Baz Bar co.
+          email: me@foobazbar.org
+        - github: foo
+          lfx_id: baz
+          name: Foo Baz Bar
+          company: Foo Baz Bar co.
+          email: me@foobazbar.org
+    meetings:
+      - description:  Artificial Intelligence SubProject Meetings
+        tag_calendar: # To be updated
+        recordings_url: https://www.youtube.com/playlist?foo # to be updated
+    contact:
+      slack: https://cloud-native.slack.com/archives/C08Q78J65A7
+      mailing_list: # To be updated
+      toc_liaison:
+        github: foobar
+        name: Foo Bar
+    subproject_initiatives: https://github.com/cncf/toc/labels/toc%2Fartificial-intelligence-subproject-Initiative
+  - dir: contributor-strategy-subproject-and-advocacy # Contributor Strategy and Advocacy Sub Project
+    name: Contributor Strategy SubProject and Advocacy 
     mission_statement: Foo-Baz-Bar
     charter_link: charter.md
     label: contributor-strategy-subproject-and-advocacy 
@@ -296,7 +335,7 @@ toc_subprojects: # TOC Subprojects
           company: Foo Baz Bar co.
           email: me@foobazbar.org
     meetings:
-      - description: Contributor Strategy Subproject and Advocacy Meetings
+      - description: Contributor Strategy SubProject and Advocacy Meetings
         tag_calendar: https://zoom-lfx.platform.linuxfoundation.org/meetings/toc-contributor-strategy-subproject?view=list
         recordings_url: https://www.youtube.com/playlist?foo # to be updated
     contact:
@@ -306,8 +345,8 @@ toc_subprojects: # TOC Subprojects
         github: foobar
         name: Foo Bar
     subproject_initiatives: https://github.com/cncf/toc/issues?q=label%3Atoc%2Fcontributor-strategy-subproject-initiative
-  - dir: mentoring-subproject # Mentoring Subproject
-    name: Mentoring Subproject
+  - dir: mentoring-subproject # Mentoring SubProject
+    name: Mentoring SubProject
     mission_statement: Foo-Baz-Bar
     charter_link: charter.md
     label: mentoring-subproject
@@ -335,7 +374,7 @@ toc_subprojects: # TOC Subprojects
   #        company: Foo Baz Bar co.
   #        email: me@foobazbar.org
     meetings:
-      - description: Mentoring Subproject Meetings
+      - description: Mentoring SubProject Meetings
         tag_calendar: https://zoom-lfx.platform.linuxfoundation.org/meetings/toc-mentoring-subproject?view=list
         recordings_url: https://www.youtube.com/playlist?foo # to be updated
     contact:
@@ -345,8 +384,8 @@ toc_subprojects: # TOC Subprojects
         github: foobar
         name: Foo Bar
     subproject_initiatives: https://github.com/cncf/toc/issues?q=label%3Atoc%2Fmentoring-subproject-initiative
-  - dir: project-reviews-subproject # Project Reviews Subproject
-    name: Project Reviews Subproject
+  - dir: project-reviews-subproject # Project Reviews SubProject
+    name: Project Reviews SubProject
     mission_statement: Foo-Baz-bar
     charter_link: charter.md
     label: project-reviews-subproject
@@ -374,11 +413,11 @@ toc_subprojects: # TOC Subprojects
           company: Foo Baz Bar co.
           email: me@foobazbar.org
     meetings:
-      - description: Project Reviews Subproject Meetings
+      - description: Project Reviews SubProject Meetings
         tag_calendar: https://zoom-lfx.platform.linuxfoundation.org/meetings/toc-project-reviews-subproject?view=list
         recordings_url: https://www.youtube.com/playlist?foo # to be updated
     contact:
-      slack: https://cloud-native.slack.com/archives/C08KBHCQDPF
+      slack: https://cloud-native.slack.com/archives/C08M8L74NAJ
       mailing_list: https://lists.cncf.io/g/cncf-project-reviews-subproject
       toc_liaison:
         github: foobar
diff --git a/tags/tag-developer-experience/README.md b/tags/tag-developer-experience/README.md
index 698e41b..cd3abbd 100644
--- a/tags/tag-developer-experience/README.md
+++ b/tags/tag-developer-experience/README.md
@@ -24,7 +24,5 @@ Databases, Microservices, Streaming, Messaging, API Management, Dev Frameworks.
 
 ## Subprojects
 - **Developer Experience-sub-foo**: [Mailing List](https://lists.cncf.io/g/cncf-tag-developer-experience/)
-### Subproject Leads
-- Foo Baz Bar (**[@foo](https://github.com/foo)**), Foo Baz Bar co.
 ## Initiatives
 [TAG Developer Experience Initiatives](https://github.com/cncf/toc/issues?q=label%3Atag%2Fdeveloper-experience-initiative)
\ No newline at end of file
diff --git a/tags/tag-infrastructure/README.md b/tags/tag-infrastructure/README.md
index 10c749f..60e741c 100644
--- a/tags/tag-infrastructure/README.md
+++ b/tags/tag-infrastructure/README.md
@@ -24,7 +24,5 @@ Data, Storage, Network, DNS, Compute, Service Mesh, Infrastructure-as-Code, Edge
 
 ## Subprojects
 - **Infrastructure-sub-foo**: [Mailing List](https://lists.cncf.io/g/cncf-tag-infrastructure)
-### Subproject Leads
-- Foo Baz Bar (**[@foo](https://github.com/foo)**), Foo Baz Bar co.
 ## Initiatives
 [TAG Infrastructure Initiatives](https://github.com/cncf/toc/labels/tag%2Finfrastructure-initiative)
\ No newline at end of file
diff --git a/tags/tag-operational-resilience/README.md b/tags/tag-operational-resilience/README.md
index b971d85..c4b328c 100644
--- a/tags/tag-operational-resilience/README.md
+++ b/tags/tag-operational-resilience/README.md
@@ -24,7 +24,5 @@ Observability, Management, Business Continuity, Resource Optimization, Cost Effi
 
 ## Subprojects
 - **Operational Resilience-sub-foo**: [Mailing List](https://lists.cncf.io/g/cncf-tag-operational-resilience)
-### Subproject Leads
-- Foo Baz Bar (**[@foo](https://github.com/foo)**), Foo Baz Bar co.
 ## Initiatives
 [TAG Operational Resilience Initiatives](https://github.com/cncf/toc/issues?q=label%3Atag%2Foperational-resilience-initiative)
\ No newline at end of file
diff --git a/tags/tag-security-and-compliance/README.md b/tags/tag-security-and-compliance/README.md
index 5734bba..a3ae0b3 100644
--- a/tags/tag-security-and-compliance/README.md
+++ b/tags/tag-security-and-compliance/README.md
@@ -24,7 +24,5 @@ Security hygiene, Policy-as-code, Compliance, Auditing, Threat Modeling, Secure
 
 ## Subprojects
 - **Security and Compliance-sub-foo**: [Mailing List](https://lists.cncf.io/g/cncf-tag-security-and-compliance)
-### Subproject Leads
-- Foo Baz Bar (**[@foo](https://github.com/foo)**), Foo Baz Bar co.
 ## Initiatives
 [TAG Security and Compliance Initiatives](https://github.com/cncf/toc/issues?q=label%3Atag%2Fsecurity-and-compliance-initiative)
\ No newline at end of file
diff --git a/tags/tag-workloads-foundation/README.md b/tags/tag-workloads-foundation/README.md
index c804d9f..8d99f82 100644
--- a/tags/tag-workloads-foundation/README.md
+++ b/tags/tag-workloads-foundation/README.md
@@ -24,7 +24,5 @@ Containers, OS, Runtime, Virtual Machines, Serverless, Web Assembly, Batch, Sche
 
 ## Subprojects
 - **Workloads Foundation-sub-foo**: [Mailing List](https://lists.cncf.io/g/cncf-tag-workloads-foundation)
-### Subproject Leads
-- Foo Baz Bar (**[@foo](https://github.com/foo)**), Foo Baz Bar co.
 ## Initiatives
 [TAG Workloads Foundation Initiatives](https://github.com/cncf/toc/issues?q=label%3Atag%2Fworkloads-foundation-initiative)
\ No newline at end of file
diff --git a/toc_subprojects/artificial-intelligence-subproject/README.md b/toc_subprojects/artificial-intelligence-subproject/README.md
new file mode 100644
index 0000000..a480d76
--- /dev/null
+++ b/toc_subprojects/artificial-intelligence-subproject/README.md
@@ -0,0 +1,24 @@
+# Artificial Intelligence SubProject
+
+## Mission Statement
+Foo-Baz-Bar
+
+[Charter](./charter.md)
+
+## Leadership
+### Chairs
+- Foo Baz Bar (**[@foo](https://github.com/foo)**), Foo Baz Bar co.
+- Foo Baz Bar (**[@foo](https://github.com/foo)**), Foo Baz Bar co.
+### Tech Leads
+- Foo Baz Bar (**[@foo](https://github.com/foo)**), Foo Baz Bar co.
+- Foo Baz Bar (**[@foo](https://github.com/foo)**), Foo Baz Bar co.
+
+## Meetings
+- **Artificial Intelligence SubProject Meetings**: | [Recordings](https://www.youtube.com/playlist?foo)
+
+## Contact
+- Slack: [Tag Artificial Intelligence SubProject Slack](https://cloud-native.slack.com/archives/https://cloud-native.slack.com/archives/C08Q78J65A7)
+- [Mailing List]()
+- TOC Liaison: Foo Bar (**[@foobar](https://github.com/foobar)**)
+## Initiatives
+[Artificial Intelligence SubProject Initiatives](https://github.com/cncf/toc/labels/toc%2Fartificial-intelligence-subproject-Initiative)
\ No newline at end of file
diff --git a/toc_subprojects/artificial-intelligence-subproject/charter.md b/toc_subprojects/artificial-intelligence-subproject/charter.md
new file mode 100644
index 0000000..b1d2c58
--- /dev/null
+++ b/toc_subprojects/artificial-intelligence-subproject/charter.md
@@ -0,0 +1 @@
+Charter content here
\ No newline at end of file
diff --git a/toc_subprojects/contributor-strategy-subproject-and-advocacy/README.md b/toc_subprojects/contributor-strategy-subproject-and-advocacy/README.md
index df733c1..63a077c 100644
--- a/toc_subprojects/contributor-strategy-subproject-and-advocacy/README.md
+++ b/toc_subprojects/contributor-strategy-subproject-and-advocacy/README.md
@@ -1,4 +1,4 @@
-# Contributor Strategy Subproject and Advocacy
+# Contributor Strategy SubProject and Advocacy
 
 ## Mission Statement
 Foo-Baz-Bar
@@ -14,11 +14,11 @@ Foo-Baz-Bar
 - Foo Baz Bar (**[@foo](https://github.com/foo)**), Foo Baz Bar co.
 
 ## Meetings
-- **Contributor Strategy Subproject and Advocacy Meetings**: [Calendar](https://zoom-lfx.platform.linuxfoundation.org/meetings/toc-contributor-strategy-subproject?view=list) | [Recordings](https://www.youtube.com/playlist?foo)
+- **Contributor Strategy SubProject and Advocacy Meetings**: [Calendar](https://zoom-lfx.platform.linuxfoundation.org/meetings/toc-contributor-strategy-subproject?view=list) | [Recordings](https://www.youtube.com/playlist?foo)
 
 ## Contact
-- Slack: [Tag Contributor Strategy Subproject and Advocacy Slack](https://cloud-native.slack.com/archives/https://cloud-native.slack.com/archives/C08N4CKUHB2)
+- Slack: [Tag Contributor Strategy SubProject and Advocacy Slack](https://cloud-native.slack.com/archives/https://cloud-native.slack.com/archives/C08N4CKUHB2)
 - [Mailing List](https://lists.cncf.io/g/contributor-strategy-subproject)
 - TOC Liaison: Foo Bar (**[@foobar](https://github.com/foobar)**)
 ## Initiatives
-[Contributor Strategy Subproject and Advocacy Initiatives](https://github.com/cncf/toc/issues?q=label%3Atoc%2Fcontributor-strategy-subproject-initiative)
\ No newline at end of file
+[Contributor Strategy SubProject and Advocacy Initiatives](https://github.com/cncf/toc/issues?q=label%3Atoc%2Fcontributor-strategy-subproject-initiative)
\ No newline at end of file
diff --git a/toc_subprojects/mentoring-subproject/README.md b/toc_subprojects/mentoring-subproject/README.md
index a5e8e11..77c0edf 100644
--- a/toc_subprojects/mentoring-subproject/README.md
+++ b/toc_subprojects/mentoring-subproject/README.md
@@ -1,4 +1,4 @@
-# Mentoring Subproject
+# Mentoring SubProject
 
 ## Mission Statement
 Foo-Baz-Bar
@@ -10,11 +10,11 @@ Foo-Baz-Bar
 - Nate Waddington (**[@nate-double-u](https://github.com/nate-double-u)**), The Linux Foundation
 
 ## Meetings
-- **Mentoring Subproject Meetings**: [Calendar](https://zoom-lfx.platform.linuxfoundation.org/meetings/toc-mentoring-subproject?view=list) | [Recordings](https://www.youtube.com/playlist?foo)
+- **Mentoring SubProject Meetings**: [Calendar](https://zoom-lfx.platform.linuxfoundation.org/meetings/toc-mentoring-subproject?view=list) | [Recordings](https://www.youtube.com/playlist?foo)
 
 ## Contact
-- Slack: [Tag Mentoring Subproject Slack](https://cloud-native.slack.com/archives/https://cloud-native.slack.com/archives/CGPK98JNQ)
+- Slack: [Tag Mentoring SubProject Slack](https://cloud-native.slack.com/archives/https://cloud-native.slack.com/archives/CGPK98JNQ)
 - [Mailing List](https://lists.cncf.io/g/tag-cs-mentoring-wg)
 - TOC Liaison: Foo Bar (**[@foobar](https://github.com/foobar)**)
 ## Initiatives
-[Mentoring Subproject Initiatives](https://github.com/cncf/toc/issues?q=label%3Atoc%2Fmentoring-subproject-initiative)
\ No newline at end of file
+[Mentoring SubProject Initiatives](https://github.com/cncf/toc/issues?q=label%3Atoc%2Fmentoring-subproject-initiative)
\ No newline at end of file
diff --git a/toc_subprojects/project-reviews-subproject/README.md b/toc_subprojects/project-reviews-subproject/README.md
index 65f9679..b07bacb 100644
--- a/toc_subprojects/project-reviews-subproject/README.md
+++ b/toc_subprojects/project-reviews-subproject/README.md
@@ -1,4 +1,4 @@
-# Project Reviews Subproject
+# Project Reviews SubProject
 
 ## Mission Statement
 Foo-Baz-bar
@@ -14,11 +14,11 @@ Foo-Baz-bar
 - Foo Baz Bar (**[@foo](https://github.com/foo)**), Foo Baz Bar co.
 
 ## Meetings
-- **Project Reviews Subproject Meetings**: [Calendar](https://zoom-lfx.platform.linuxfoundation.org/meetings/toc-project-reviews-subproject?view=list) | [Recordings](https://www.youtube.com/playlist?foo)
+- **Project Reviews SubProject Meetings**: [Calendar](https://zoom-lfx.platform.linuxfoundation.org/meetings/toc-project-reviews-subproject?view=list) | [Recordings](https://www.youtube.com/playlist?foo)
 
 ## Contact
-- Slack: [Tag Project Reviews Subproject Slack](https://cloud-native.slack.com/archives/https://cloud-native.slack.com/archives/C08KBHCQDPF)
+- Slack: [Tag Project Reviews SubProject Slack](https://cloud-native.slack.com/archives/https://cloud-native.slack.com/archives/C08M8L74NAJ)
 - [Mailing List](https://lists.cncf.io/g/cncf-project-reviews-subproject)
 - TOC Liaison: Foo Bar (**[@foobar](https://github.com/foobar)**)
 ## Initiatives
-[Project Reviews Subproject Initiatives](https://github.com/cncf/toc/issues?q=label%3Atoc%2Fcontributor-strategy-subproject-initiative)
\ No newline at end of file
+[Project Reviews SubProject Initiatives](https://github.com/cncf/toc/issues?q=label%3Atoc%2Fcontributor-strategy-subproject-initiative)
\ No newline at end of file