Efficient AI model documentation governance

Automatically create AI/ML documentation

with zero-effort from your favorite tools

Macros

Program & Reuse documentation scripts across your projects.

Enable data science teams to embed scriptable documentation blocks within their documents, automating repetitive documentation tasks. This feature ensures consistency and time savings by allowing users to reuse macros across their projects. Vectice comes up with a library of predefined scripts for most common documentation blocks.

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Ask AI

Leverage LLM to generate sections of documentation

Tap into the power of LLM to interpret assets metadata and project results to generate entire documentation sections. Vectice comes up with a library of prompts appropriate to data science projects documentation.

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Workspace Dashboard

Maintain a detailed journal of all activities within projects

Logs every action within AI/ML projects, providing a comprehensive audit trail. This feature enhances collaboration and facilitates documentation by allowing teams to review and explain the sequence of activities and decisions made during the model development lifecycle.

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Report Templates

Design, customize, and comply with regulations through customizable report templates

Allow data science teams to design and tailor reports to meet their specific needs, including regulatory compliance. This feature ensures that reports are consistent, high quality, and aligned with industry standards and organizational requirements. Vectice provides a library of default templates.

Automated Reports

Automatically create detailed reports for your data science projects

Create and update project reports by compiling project info, assets metadata, graphs, metrics, and validation results into predefined templates. This feature saves time and ensures that stakeholders receive consistent and accurate information with minimal manual intervention.

Hear why customers love Vectice

"Documenting with Vectice is like having a time machine to see how things were really done, and not how I remember they were."

Head of Data Architecture, AI Platforms and Engineering

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“Vectice has revolutionized the way our data science teams operate. The platform's Data Science documentation and collaboration features have improved our productivity. The comprehensive documentation provided by Vectice ensures that our knowledge is secured and well managed, while moving faster with our AI/ML initiatives.”

VP Global Data Analytics

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Zero-effort to get model documentation

Generate Comprehensive Model & AI Projects Documentation

Automatically create detailed documentation for AI/ML models and datasets. Use a combination of templates, macros, and LLM prompts to automate documentation.

Templates ensure consistent formatting, macros automate repetitive tasks by pulling in relevant metadata, and LLM prompts generate detailed descriptions and summaries based on project results.

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Efficiency

Cut documentation time by 75% or more

Ensure documentation is always up to date

Standardize Documentation Across Projects

Implement a consistent documentation framework for all AI/ML projects.

Establish standardized project templates, report templates, and phase requirements to ensure uniformity across different projects and teams.

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Governance

Promote uniformity and familiarity in documentation across the organization

Ensure all documentation meets internal governance standards

Enhance Collaboration through Documentation

Improve team collaboration and knowledge sharing by providing comprehensive, consistent, and accessible documentation.

Use centralized access to AI assets metadata and auto-documentation features to create and share detailed documentation easily among team members.

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Collaboration

Enhance teamwork and knowledge sharing with accessible documentation

Enable faster onboarding of new team members

Ensure project continuity and reduce knowledge silos

Implement Regulatory and Compliance Standards

Ensure all AI/ML documentation meets industry standards and compliance requirements.

Generate industry standards and compliance centric documentation based on library templates for NIST AI, ISO/IEC 42001, EU AI Act, SR 11-7 and more.

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Governance

Simplify adherence to industry and regulatory standards

Reduce the risk of non-compliance and potential penalties

Customize library of templates to meet your internal needs

Document Large Language Models

Streamline and enhance the documentation process for LLM projects to ensure transparency and governance following NIST GenAI documentation guidelines.

Use Vectice to document LLM projects, capturing model architecture, data lineage, hyperparameters, training configurations, fine-tuning, prompts engineering, testing and performance metrics following NIST guidelines.

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Governance

Ensure all aspects of LLMs are thoroughly documented, including architecture, data lineage, prompts engineering and performance metrics

Meet industry standards and governance requirements with robust documentation following NIST best practices

Enhance team collaboration with shared access, editing, commenting, and reviewing features