Vectice for AI Governance: Model Risk Management

Model Time Machine

This allows our users to backtrack in the development process and find root causes of a negative model output.

Governance Power Tool

Managers and executives have a power tool for internal governance on their side.

Mitigate Risk

Justify what happened if something went wrong by providing an overview of your entire DS/ML workflow and linking key artifacts (code, models, datasets).

Model Time Machine Enables Data Scientists To Auto-document

Vectice creates an auto-versioned time machine of the model development stages, allowing teams to document and annotate every step of their iteration. This allows our users to backtrack in the development process and find root causes of a negative model output.

Create an auto-versioned time machine of model development stages

Document and annotate every iteration step

Backtrack in development process and find root causes of negative model output

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A Power Tool For Internal Governance

By logging and annotating metadata, our software creates an overview of all your DS/ML projects and links all relevant versions, iterations, reviews, and assets (code, runs, datasets, docs). We provide features for reviews, approvals, and feedback; all this information is stored inside the project for future reference.

Overview of all your DS/ML projects

Reviews & Approvals

Stored Knowledge

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Mitigate Risk With Visibility Into The Data Science Workflow

Vectice allows companies to justify what happened if something went wrong by providing an overview of your entire DS/ML workflow and linking key artifacts (code, models, datasets). Also, if external auditors ever need to investigate your data science team’s process, you’re covered.

Audit Coverage

Executive Visibility

Link Key Artifacts (code, models, datasets)

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The Vectice Software - Core Benefits

Standardize Every Project

Vectice allows data science teams to set up a standard process for every project. By setting up a standard process, companies reduce the risk of unwelcome surprises or unique problems they haven’t faced before. It allows DS/ML teams to streamline their model production and reiterate on strategies that worked well in the past.

Platform and Tool Agnostic

Integrates with your favorite tools and platforms

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Vectice

Solution for Governance

Ensure Compliance

Vectice helps ensure compliance with corporate governance and regulations related to data science and machine learning. With full transparency and traceability of every step in your data science projects, organizations can mitigate risks and demonstrate that teams are following best practices, guidelines, and regulations.

Solution for Governance

Maintain Traceability

Maintaining traceability is essential for data science projects in order to comply with internal policies. Versioning and traceability provide complete visibility into the process, enabling your team to backtrack and gain oversight of each iteration, allowing for informed decisions with confidence.

Solution for Governance

Confirm Repeatability

Vectice enables you to easily track and manage detailed experiment lineages, so that you can confidently reuse, repeat, explain, backtrack, and discover insights. With Vectice's auto-versioning and lineage feature, this process can be made easy and straightforward!