diff --git a/.github/workflows/checks.yml b/.github/workflows/checks.yml
index efafb012c..1d81326d6 100644
--- a/.github/workflows/checks.yml
+++ b/.github/workflows/checks.yml
@@ -40,14 +40,17 @@ jobs:
         run: |
           poetry run python -m nox -s docs:build
 
+  build-matrix:
+    name: Generate Build Matrix
+    uses: ./.github/workflows/matrix-python.yml
+
   Lint:
     name: Linting (Python-${{ matrix.python-version }})
-    needs: [ Version-Check ]
+    needs: [ Version-Check, build-matrix ]
     runs-on: ubuntu-latest
     strategy:
       fail-fast: false
-      matrix:
-        python-version: [ "3.9", "3.10", "3.11", "3.12" ]
+      matrix: ${{ fromJson(needs.build-matrix.outputs.matrix) }}
 
     steps:
       - name: SCM Checkout
@@ -70,12 +73,11 @@ jobs:
 
   Type-Check:
     name: Type Checking (Python-${{ matrix.python-version }})
-    needs: [ Version-Check ]
+    needs: [ Version-Check, build-matrix ]
     runs-on: ubuntu-latest
     strategy:
       fail-fast: false
-      matrix:
-        python-version: [ "3.9", "3.10", "3.11", "3.12" ]
+      matrix: ${{ fromJson(needs.build-matrix.outputs.matrix) }}
 
     steps:
       - name: SCM Checkout
@@ -91,12 +93,11 @@ jobs:
 
   Security:
     name: Security Checks (Python-${{ matrix.python-version }})
-    needs: [ Version-Check ]
+    needs: [ Version-Check, build-matrix ]
     runs-on: ubuntu-latest
     strategy:
       fail-fast: false
-      matrix:
-        python-version: [ "3.9", "3.10", "3.11", "3.12" ]
+      matrix: ${{ fromJson(needs.build-matrix.outputs.matrix) }}
 
     steps:
       - name: SCM Checkout
@@ -134,16 +135,14 @@ jobs:
         run: poetry run nox -s project:format
 
   Tests:
-    name: Unit-Tests (Python-${{ matrix.python-version }}, Exasol-${{ matrix.exasol-version}})
-    needs: [ Documentation, Lint, Type-Check, Security, Format]
+    name: Unit-Tests (Python-${{ matrix.python-version }})
+    needs: [ Documentation, Lint, Type-Check, Security, Format, build-matrix ]
     runs-on: ubuntu-latest
     env:
       GITHUB_TOKEN: ${{ secrets.ALTERNATIVE_GITHUB_TOKEN ||  secrets.GITHUB_TOKEN }}
     strategy:
       fail-fast: false
-      matrix:
-        python-version: [ "3.9", "3.10", "3.11", "3.12" ]
-        exasol-version: [ "7.1.9" ]
+      matrix: ${{ fromJson(needs.build-matrix.outputs.matrix) }}
 
     steps:
       - name: SCM Checkout
@@ -155,7 +154,7 @@ jobs:
           python-version: ${{ matrix.python-version }}
 
       - name: Run Tests and Collect Coverage
-        run: poetry run nox -s test:unit -- -- --coverage --db-version ${{ matrix.exasol-version }}
+        run: poetry run nox -s test:unit -- -- --coverage
 
       - name: Upload Artifacts
         uses: actions/upload-artifact@v4.4.0
diff --git a/.github/workflows/matrix-all.yml b/.github/workflows/matrix-all.yml
new file mode 100644
index 000000000..4d7c60b6d
--- /dev/null
+++ b/.github/workflows/matrix-all.yml
@@ -0,0 +1,30 @@
+name: Build Matrix (All Versions)
+
+on:
+  workflow_call:
+    outputs:
+      matrix:
+        description: "Generates the all versions build matrix"
+        value: ${{ jobs.all_versions.outputs.matrix }}
+
+jobs:
+  all_versions:
+
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: SCM Checkout
+        uses: actions/checkout@v4
+
+      - name: Setup Python & Poetry Environment
+        uses: ./.github/actions/python-environment
+
+      - name: Generate matrix
+        run: poetry run nox -s matrix:all
+
+      - id: set-matrix
+        run: |
+          echo "matrix=$(poetry run nox -s matrix:all)" >> $GITHUB_OUTPUT
+
+    outputs:
+      matrix: ${{ steps.set-matrix.outputs.matrix }}
diff --git a/.github/workflows/matrix-exasol.yml b/.github/workflows/matrix-exasol.yml
new file mode 100644
index 000000000..4a16983cc
--- /dev/null
+++ b/.github/workflows/matrix-exasol.yml
@@ -0,0 +1,30 @@
+name: Build Matrix (Exasol)
+
+on:
+  workflow_call:
+    outputs:
+      matrix:
+        description: "Generates the exasol version build matrix"
+        value: ${{ jobs.exasol_versions.outputs.matrix }}
+
+jobs:
+  exasol_versions:
+
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: SCM Checkout
+        uses: actions/checkout@v4
+
+      - name: Setup Python & Poetry Environment
+        uses: ./.github/actions/python-environment
+
+      - name: Generate matrix
+        run: poetry run nox -s matrix:exasol
+
+      - id: set-matrix
+        run: |
+          echo "matrix=$(poetry run nox -s matrix:exasol)" >> $GITHUB_OUTPUT
+
+    outputs:
+      matrix: ${{ steps.set-matrix.outputs.matrix }}
diff --git a/.github/workflows/matrix-python.yml b/.github/workflows/matrix-python.yml
new file mode 100644
index 000000000..f12f746f7
--- /dev/null
+++ b/.github/workflows/matrix-python.yml
@@ -0,0 +1,30 @@
+name: Build Matrix (Python)
+
+on:
+  workflow_call:
+    outputs:
+      matrix:
+        description: "Generates the python version build matrix"
+        value: ${{ jobs.python_versions.outputs.matrix }}
+
+jobs:
+  python_versions:
+
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: SCM Checkout
+        uses: actions/checkout@v4
+
+      - name: Setup Python & Poetry Environment
+        uses: ./.github/actions/python-environment
+
+      - name: Generate matrix
+        run: poetry run nox -s matrix:python
+
+      - id: set-matrix
+        run: |
+          echo "matrix=$(poetry run nox -s matrix:python)" >> $GITHUB_OUTPUT
+
+    outputs:
+      matrix: ${{ steps.set-matrix.outputs.matrix }}
diff --git a/.github/workflows/slow-checks.yml b/.github/workflows/slow-checks.yml
index 14d2fe0ef..89c49f7ab 100644
--- a/.github/workflows/slow-checks.yml
+++ b/.github/workflows/slow-checks.yml
@@ -8,8 +8,13 @@ on:
 
 jobs:
 
+  build-matrix:
+    name: Generate Build Matrix
+    uses: ./.github/workflows/matrix-all.yml
+
   Tests:
     name: Integration-Tests (Python-${{ matrix.python-version }}, Exasol-${{ matrix.exasol-version}})
+    needs: [ build-matrix ]
     runs-on: ubuntu-latest
     # Even though the environment "manual-approval" will be created automatically,
     # it still needs to be configured to require interactive review.
@@ -19,9 +24,7 @@ jobs:
       GITHUB_TOKEN: ${{ secrets.ALTERNATIVE_GITHUB_TOKEN ||  secrets.GITHUB_TOKEN }}
     strategy:
       fail-fast: false
-      matrix:
-        python-version: [ "3.9", "3.10", "3.11", "3.12" ]
-        exasol-version: [ "7.1.9" ]
+      matrix: ${{ fromJson(needs.build-matrix.outputs.matrix) }}
 
     steps:
       - name: SCM Checkout
diff --git a/doc/changes/unreleased.md b/doc/changes/unreleased.md
index 176ee9244..7b46e8365 100644
--- a/doc/changes/unreleased.md
+++ b/doc/changes/unreleased.md
@@ -1,9 +1,42 @@
 # Unreleased
 
+## 🚨 Breaking Changes
+* **Matrices in CI/CD workflows will be generated automatically now**
+
+    Make sure you have installed all the latest workflow files, especially the newly added ones:
+
+    - `matrix-all.yml`
+    - `matrix-python.yml`
+    - `matrix-exasol.yml`
+
+
+## ✨ Added
+* Added support for dynamically generated workflow matrices.
+
+    This feature allows you to easily change the test matrices in one place: `noxconfig.py`.
+
+    Note: As usual, there are different ways a user can adjust or change the behavior. In the case of the build matrices, there are three obvious ways:
+
+    - Set the appropriate fields in the `noxconfig.py` project configuration (`PROJECT_CONFIG`):
+        * `python_versions = [ ... ]`
+        * `exasol_versions = [ ... ]`
+    - Overwrite the nox tasks:
+        * `matrix:all`
+        * `matrix:python`
+        * `matrix:exasol`
+    - Overwrite/replace the matrix generation workflows:
+        * `matrix-all.yml`
+        * `matrix-python.yml`
+        * `matrix-exasol.yml`
+
+    Among all of the above, the safest way is to set the matrix-related fields in your project config object in `noxconfig.py`.
+    
+    
 ## 📚 Documentation
 
 * Added new entries to the frequently asked questions regarding `multiversion documentation`
 
+
 ## 🐞 Fixed
 
 * Added multi-version extension to Sphinx configuration of the project template
diff --git a/exasol/toolbox/nox/_ci.py b/exasol/toolbox/nox/_ci.py
new file mode 100644
index 000000000..603634165
--- /dev/null
+++ b/exasol/toolbox/nox/_ci.py
@@ -0,0 +1,59 @@
+import json
+import logging
+
+import nox
+from nox import Session
+
+from noxconfig import (
+    PROJECT_CONFIG,
+    Config,
+)
+
+_log = logging.getLogger(__name__)
+
+_PYTHON_VERSIONS = ["3.9", "3.10", "3.11", "3.12"]
+_EXASOL_VERSIONS = ["7.1.9"]
+
+
+def _python_matrix(config: Config):
+    attr = "python_versions"
+    python_versions = getattr(config, attr, _PYTHON_VERSIONS)
+    if not hasattr(config, attr):
+        _log.warning(
+            "Config does not contain '%s' setting. Using default: %s",
+            attr,
+            _PYTHON_VERSIONS,
+        )
+    return {"python-version": python_versions}
+
+
+def _exasol_matrix(config: Config):
+    attr = "exasol_versions"
+    exasol_versions = getattr(config, attr, _EXASOL_VERSIONS)
+    if not hasattr(config, attr):
+        _log.warning(
+            "Config does not contain '%s' setting. Using default: %s",
+            attr,
+            _EXASOL_VERSIONS,
+        )
+    return {"exasol-version": exasol_versions}
+
+
+@nox.session(name="matrix:python", python=False)
+def python_matrix(session: Session) -> None:
+    """Output the build matrix for Python versions as JSON."""
+    print(json.dumps(_python_matrix(PROJECT_CONFIG)))
+
+
+@nox.session(name="matrix:exasol", python=False)
+def exasol_matrix(session: Session) -> None:
+    """Output the build matrix for Exasol versions as JSON."""
+    print(json.dumps(_exasol_matrix(PROJECT_CONFIG)))
+
+
+@nox.session(name="matrix:all", python=False)
+def full_matrix(session: Session) -> None:
+    """Output the full build matrix for Python & Exasol versions as JSON."""
+    matrix = _python_matrix(PROJECT_CONFIG)
+    matrix.update(_exasol_matrix(PROJECT_CONFIG))
+    print(json.dumps(matrix))
diff --git a/exasol/toolbox/nox/tasks.py b/exasol/toolbox/nox/tasks.py
index 3592abbd7..99fe598df 100644
--- a/exasol/toolbox/nox/tasks.py
+++ b/exasol/toolbox/nox/tasks.py
@@ -59,7 +59,6 @@ def check(session: Session) -> None:
     clean_docs,
     open_docs,
 )
-from exasol.toolbox.nox._release import prepare_release
 from exasol.toolbox.nox._shared import (
     Mode,
     _context,
@@ -67,6 +66,13 @@ def check(session: Session) -> None:
     python_files,
 )
 
+from exasol.toolbox.nox._ci import (
+    python_matrix,
+    exasol_matrix,
+    full_matrix,
+)
+
+from exasol.toolbox.nox._release import prepare_release
 
 # isort: on
 # fmt: on
diff --git a/exasol/toolbox/templates/github/workflows/checks.yml b/exasol/toolbox/templates/github/workflows/checks.yml
index 04896a795..0d737e643 100644
--- a/exasol/toolbox/templates/github/workflows/checks.yml
+++ b/exasol/toolbox/templates/github/workflows/checks.yml
@@ -46,14 +46,17 @@ jobs:
         run: |
           poetry run python -m nox -s docs:build
 
+  build-matrix:
+    name: Generate Build Matrix
+    uses: ./.github/workflows/matrix-python.yml
+
   Lint:
     name: Linting (Python-${{ matrix.python-version }})
-    needs: [ Version-Check ]
+    needs: [ Version-Check, build-matrix ]
     runs-on: ubuntu-latest
     strategy:
       fail-fast: false
-      matrix:
-        python-version: [ "3.9", "3.10", "3.11", "3.12" ]
+      matrix: ${{ fromJson(needs.build-matrix.outputs.matrix) }}
 
     steps:
       - name: SCM Checkout
@@ -76,12 +79,11 @@ jobs:
 
   Type-Check:
     name: Type Checking (Python-${{ matrix.python-version }})
-    needs: [ Version-Check ]
+    needs: [ Version-Check, build-matrix ]
     runs-on: ubuntu-latest
     strategy:
       fail-fast: false
-      matrix:
-        python-version: [ "3.9", "3.10", "3.11", "3.12" ]
+      matrix: ${{ fromJson(needs.build-matrix.outputs.matrix) }}
 
     steps:
       - name: SCM Checkout
@@ -97,12 +99,11 @@ jobs:
 
   Security:
     name: Security Checks (Python-${{ matrix.python-version }})
-    needs: [ Version-Check ]
+    needs: [ Version-Check, build-matrix ]
     runs-on: ubuntu-latest
     strategy:
       fail-fast: false
-      matrix:
-        python-version: [ "3.9", "3.10", "3.11", "3.12" ]
+      matrix: ${{ fromJson(needs.build-matrix.outputs.matrix) }}
 
     steps:
       - name: SCM Checkout
@@ -124,7 +125,7 @@ jobs:
           include-hidden-files: true
 
   Format:
-    name: Format Check (Python-${{ matrix.python-version }})
+    name: Format Check
     runs-on: ubuntu-latest
 
     steps:
@@ -135,20 +136,19 @@ jobs:
         uses: exasol/python-toolbox/.github/actions/python-environment@0.19.0
         with:
           python-version: "3.9"
+
       - name: Run format check
         run: poetry run nox -s project:format
 
   Tests:
     name: Unit-Tests (Python-${{ matrix.python-version }}, Exasol-${{ matrix.exasol-version}})
-    needs: [ Documentation, Lint, Type-Check, Security, Format ]
+    needs: [ Documentation, Lint, Type-Check, Security, Format, build-matrix ]
     runs-on: ubuntu-latest
     env:
       GITHUB_TOKEN: ${{ secrets.ALTERNATIVE_GITHUB_TOKEN ||  secrets.GITHUB_TOKEN }}
     strategy:
       fail-fast: false
-      matrix:
-        python-version: [ "3.9", "3.10", "3.11", "3.12" ]
-        exasol-version: ["7.1.9"]
+      matrix: ${{ fromJson(needs.build-matrix.outputs.matrix) }}
 
     steps:
       - name: SCM Checkout
@@ -160,7 +160,7 @@ jobs:
           python-version: ${{ matrix.python-version }}
 
       - name: Run Tests and Collect Coverage
-        run: poetry run nox -s test:unit -- -- --coverage --db-version ${{ matrix.exasol-version }}
+        run: poetry run nox -s test:unit -- -- --coverage
 
       - name: Upload Artifacts
         uses: actions/upload-artifact@v4.4.0
diff --git a/exasol/toolbox/templates/github/workflows/matrix-all.yml b/exasol/toolbox/templates/github/workflows/matrix-all.yml
new file mode 100644
index 000000000..b23406b89
--- /dev/null
+++ b/exasol/toolbox/templates/github/workflows/matrix-all.yml
@@ -0,0 +1,30 @@
+name: Build Matrix (All Versions)
+
+on:
+  workflow_call:
+    outputs:
+      matrix:
+        description: "Generates the all versions build matrix"
+        value: ${{ jobs.all_versions.outputs.matrix }}
+
+jobs:
+  all_versions:
+
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: SCM Checkout
+        uses: actions/checkout@v4
+
+      - name: Setup Python & Poetry Environment
+        uses: exasol/python-toolbox/.github/actions/python-environment@0.19.0
+
+      - name: Generate matrix
+        run: poetry run nox -s matrix:all
+
+      - id: set-matrix
+        run: |
+          echo "matrix=$(poetry run nox -s matrix:all)" >> $GITHUB_OUTPUT
+
+    outputs:
+      matrix: ${{ steps.set-matrix.outputs.matrix }}
diff --git a/exasol/toolbox/templates/github/workflows/matrix-exasol.yml b/exasol/toolbox/templates/github/workflows/matrix-exasol.yml
new file mode 100644
index 000000000..279b5ae30
--- /dev/null
+++ b/exasol/toolbox/templates/github/workflows/matrix-exasol.yml
@@ -0,0 +1,30 @@
+name: Build Matrix (Exasol)
+
+on:
+  workflow_call:
+    outputs:
+      matrix:
+        description: "Generates the exasol version build matrix"
+        value: ${{ jobs.exasol_versions.outputs.matrix }}
+
+jobs:
+  exasol_versions:
+
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: SCM Checkout
+        uses: actions/checkout@v4
+
+      - name: Setup Python & Poetry Environment
+        uses: exasol/python-toolbox/.github/actions/python-environment@0.19.0
+
+      - name: Generate matrix
+        run: poetry run nox -s matrix:exasol
+
+      - id: set-matrix
+        run: |
+          echo "matrix=$(poetry run nox -s matrix:exasol)" >> $GITHUB_OUTPUT
+
+    outputs:
+      matrix: ${{ steps.set-matrix.outputs.matrix }}
diff --git a/exasol/toolbox/templates/github/workflows/matrix-python.yml b/exasol/toolbox/templates/github/workflows/matrix-python.yml
new file mode 100644
index 000000000..0ee1ee889
--- /dev/null
+++ b/exasol/toolbox/templates/github/workflows/matrix-python.yml
@@ -0,0 +1,30 @@
+name: Build Matrix (Python)
+
+on:
+  workflow_call:
+    outputs:
+      matrix:
+        description: "Generates the python version build matrix"
+        value: ${{ jobs.python_versions.outputs.matrix }}
+
+jobs:
+  python_versions:
+
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: SCM Checkout
+        uses: actions/checkout@v4
+
+      - name: Setup Python & Poetry Environment
+        uses: exasol/python-toolbox/.github/actions/python-environment@0.19.0
+
+      - name: Generate matrix
+        run: poetry run nox -s matrix:python
+
+      - id: set-matrix
+        run: |
+          echo "matrix=$(poetry run nox -s matrix:python)" >> $GITHUB_OUTPUT
+
+    outputs:
+      matrix: ${{ steps.set-matrix.outputs.matrix }}
diff --git a/exasol/toolbox/templates/github/workflows/slow-checks.yml b/exasol/toolbox/templates/github/workflows/slow-checks.yml
index 21d635921..b898e9ceb 100644
--- a/exasol/toolbox/templates/github/workflows/slow-checks.yml
+++ b/exasol/toolbox/templates/github/workflows/slow-checks.yml
@@ -8,8 +8,13 @@ on:
 
 jobs:
 
+  build-matrix:
+    name: Generate Build Matrix
+    uses: ./.github/workflows/matrix-all.yml
+
   Tests:
     name: Integration-Tests (Python-${{ matrix.python-version }}, Exasol-${{ matrix.exasol-version}})
+    needs: [ build-matrix ]
     runs-on: ubuntu-latest
     # Even though the environment "manual-approval" will be created automatically,
     # it still needs to be configured to require interactive review.
@@ -19,9 +24,7 @@ jobs:
       GITHUB_TOKEN: ${{ secrets.ALTERNATIVE_GITHUB_TOKEN ||  secrets.GITHUB_TOKEN }}
     strategy:
       fail-fast: false
-      matrix:
-        python-version: [ "3.9", "3.10", "3.11", "3.12" ]
-        exasol-version: [ "7.1.9" ]
+      matrix: ${{ fromJson(needs.build-matrix.outputs.matrix) }}
 
     steps:
       - name: SCM Checkout
diff --git a/noxconfig.py b/noxconfig.py
index 59272931b..a570b1ee6 100644
--- a/noxconfig.py
+++ b/noxconfig.py
@@ -45,6 +45,8 @@ class Config:
         "project-template",
         "idioms",
     )
+    python_versions = ["3.9", "3.10", "3.11", "3.12", "3.13"]
+    exasol_versions = ["7.1.9"]
     plugins = [UpdateTemplates]
 
 
diff --git a/test/integration/cli/workflow-install.t b/test/integration/cli/workflow-install.t
index 0ff4992d0..b09b6468d 100644
--- a/test/integration/cli/workflow-install.t
+++ b/test/integration/cli/workflow-install.t
@@ -11,6 +11,9 @@ Check if all workflows have been installed
   checks.yml
   ci.yml
   gh-pages.yml
+  matrix-all.yml
+  matrix-exasol.yml
+  matrix-python.yml
   merge-gate.yml
   pr-merge.yml
   report.yml
diff --git a/test/integration/cli/workflow-list.t b/test/integration/cli/workflow-list.t
index c066272f0..cf366104c 100644
--- a/test/integration/cli/workflow-list.t
+++ b/test/integration/cli/workflow-list.t
@@ -7,6 +7,9 @@ List all available workflows
   checks
   ci
   gh-pages
+  matrix-all
+  matrix-exasol
+  matrix-python
   merge-gate
   pr-merge
   report
diff --git a/test/unit/template_test.py b/test/unit/template_test.py
index 97e699c71..52d949766 100644
--- a/test/unit/template_test.py
+++ b/test/unit/template_test.py
@@ -15,6 +15,9 @@ def test_retrieve_workflow_templates():
         "checks": "checks.yml",
         "ci": "ci.yml",
         "gh-pages": "gh-pages.yml",
+        "matrix-all": "matrix-all.yml",
+        "matrix-exasol": "matrix-exasol.yml",
+        "matrix-python": "matrix-python.yml",
         "merge-gate": "merge-gate.yml",
         "pr-merge": "pr-merge.yml",
         "report": "report.yml",
@@ -52,6 +55,9 @@ def test_retrieve_issue_templates():
                 "checks": "checks.yml",
                 "ci": "ci.yml",
                 "gh-pages": "gh-pages.yml",
+                "matrix-all": "matrix-all.yml",
+                "matrix-exasol": "matrix-exasol.yml",
+                "matrix-python": "matrix-python.yml",
                 "merge-gate": "merge-gate.yml",
                 "pr-merge": "pr-merge.yml",
                 "report": "report.yml",
@@ -104,6 +110,9 @@ def test_retrieve_templates(subpackage, expected):
                 "checks.yml",
                 "ci.yml",
                 "gh-pages.yml",
+                "matrix-all.yml",
+                "matrix-exasol.yml",
+                "matrix-python.yml",
                 "merge-gate.yml",
                 "pr-merge.yml",
                 "report.yml",