Vectice Supports Compliance in Data Science and Machine Learning

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Vectice Creates
an Audit Trail

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Vectice Ensures Compliance and Accountability

Entire context of projects, show compliance with confidence, control and visibility for executives and risk managers.

Vectice Supports Compliance in Data Science and Machine Learning

Vectice provides an overview of ML workflows that can be used as a tool to support compliance for many aspects related to DS/ML (e.g. oversight, controls). With Vectice, data science teams and managers can justify their work was done according to the rules.

Tool to support compliance for many aspects related to DS/ML

Justify work was done according to the rules

Help to minimize negative impact of work and protect the business and its stakeholders

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Vectice Creates an Audit Trail for Data Science and Machine Learning Projects

Our API collects and organizes metadata which creates an audit trail of all your DS/ML projects. Audit trails can be used for internal and external compliance, to demonstrate that teams followed guidelines and best practices and tried their best to mitigate negative outcomes.

API collects and organizes metadata

Audit trail can be used for internal and external compliance

Demonstrate that teams followed guidelines and best practices and tried their best to mitigate negative outcomes

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Ensure Accountability in Data Science and Machine Learning

Vectice provides the entire context of analytics projects: what assumptions and decisions were made, who reviewed and approved iterations, advice from subject-matter experts, model iterations, dataset versioning and linked artifacts. With Vectice on their side, data science teams and managers can show compliance with confidence and ease.

Provide the entire context of analytics projects

Show compliance with confidence and ease

Executives and risk managers will have more control and visibility in data science initiatives, and teams can prove they are following the rules and best practices.

How easy is Vectice? Give it a try!

The Vectice Software - Core Benefits

Vectice Ensures Compliance and Justification in Data Science and Machine Learning

Vectice allows teams to justify every step of a data science project in case something went wrong with the model.

This ensures compliance with a set of standards and policies that teams should follow to minimize negative impact of their work and protect the business and its stakeholders.

Product Managers can have confidence in deploying their solutions, knowing that every step of the iteration is well documented and they can showcase this in case of an internal or external audit.

Vectice ensures teams follow compliance standards and provides control and visibility for executives and risk managers in data science initiatives.

Platform and Tool Agnostic

Integrates with your favorite tools and platforms

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Vectice

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!

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

Model Risk Management

Gain visibility and insight into modeling, bias reduction, security, and performance - all in one place. Vectice's data science workflow management provides the governance layer that ensures your analytics projects are managed according to standard processes, reducing the risk of unexpected surprises.