Autodoc

Create Documentation with Autodoc

Autodoc turns captured evidence and lineage into audit-ready documents. Choose one of three paths depending on your goal and inputs.

You’ll use this when creating complete model documents such as Model Development / Validation Documents (MDD/MVD), internal technical reports, or standardized model cards.

---

_{Prerequisites}

• Access to the Project you want to document

• Iterations and metadata containing the evidence to include in your documentation

Optional:

• A reference document if you want to imitate the structure and content of an existing report

• A custom template if you want to follow a predefined structure and scripted content

---

Path 1 — Ask Vectice to build a technical report with Ask AI

Best for:

• To generate technical documentation from your current project with minimal manual setup.

• You don't have a strict documentation format to follow.

• Get from no documentation to complete project documentation in minutes.

Steps:

• Capture your work in one or multiple Iterations e.g. Runs, datasets/schemas, parameters, metrics, model versions, validation results, lineage, code snippets (from Autolog )

• Open: Your Project → Reports → Generate Report → With Ask AI

• Select the list of iterations that are going to be relevant to document your project and the target model version

• Click on "Start generating"

After generation completes, you’ll have a full project report with details on the model, chosen algorithms, data preparation, validation, and more.

You can then edit the document using AskAI for final touches.

Path 2 — From an Existing Document

Best for: updating legacy docs or reusing past reports as templates for new reports. Vectice will respect the documentation structure and content and apply it to the newly generated documents

Steps:

Steps are similar to path 1 but you will also select either an existing Vectice document or import a new document as reference.

• Capture your work in one or multiple Iterations e.g. Runs, datasets/schemas, parameters, metrics, model versions, validation results, lineage, code snippets (from Autolog )

• Open: Your Project → Reports → Generate Report → With Ask AI

• Select the list of iterations that are going to be relevant to document your project and the target model version

• Select an existing report to use as template or import a word document

• Click on "Start generating"

Import tips

• TBD...

---

Path 3 — From a Vectice Custom Template

Best for: highly standardized docs and repeatable generation process ; enforce structure and content generation with Vectice custom templates. You will need a predefined template or can use the default ones provided by Vectice.

Steps

• Capture your work in one or multiple Iterations e.g. Runs, datasets/schemas, parameters, metrics, model versions, validation results, lineage, code snippets (from Autolog )

• Open: Your Project → Reports → Generate Report → From template

• Select the template corresponding to your project and click "Use template"

• Select the model version to document and click "create"

Notes

• Templates include reusable sections, macros, and Ask AI prompts; they pull tables/figures from evidence and ensure a highly repeatable documentation generation process.

• Admins manage templates in Settings → Templates and can update template content.

---

Which path should I choose?

Goal / Constraint	From Custom Template	From Existing Doc	Ask Vectice (AI-first)
Enforce consistency at scale	★★★	★★★ (depends on coverage)	★
Migrate legacy content	★	★★★	★★
Fastest first draft from current evidence	★	★★★	★★★
Minimal manual editing	★★★	★★	★★
No Preparation Work	★	★★★	★★★