Govern: Safely Scale AI With Oversight
Covering the Full AI Lifecycle Across the Enterprise
Adaptive Governance Schema
Meet Any New Requirement at Speed and Stay Ahead of AI Regulation
Regulations surrounding artificial intelligence (AI) are becoming increasingly stringent. They require you to remain adaptable and flexible to evolving regional or sector-specific constraints.
With Dataiku, you can customize project plans and leverage workflow blueprints with clear steps to build, test, and deploy AI projects with optimized speed and value.
Built-In Risk Matrix
Assess Risk & Value Impact to Prioritize AI Projects
With limited resources to execute a growing number of AI project requests, assessing and prioritizing compliance-exposed projects can be complex and challenging to implement without a clear view of risk assessment and its impact on value.
Dataiku enables key stakeholders to assess potential value and risk level using a customizable framework to compare initiatives, set priorities, and determine oversight requirements.
Ready to Use Solutions
Compliance-Ready Blueprints to Accelerate AI Compliance
Organizations often struggle with the manual processing of voluminous regulatory policies, lacking the time and resources to thoroughly analyze each policy individually. This often results in compliance delays and increased complexity, making it challenging to keep up with rapidly evolving regulations.
Dataiku’s ready to use solutions accelerate compliance-readiness with both industry- and regional regulations such as the EU AI Act and GxP, helping you to keep an Edge over Regulations Of any Kind.
People-Centric Workflow
Foster Accountability Across Heterogeneous Teams
Making stakeholders accountable is the key driver of successful governance. But organizations always find it hard and complex to involve diverse teams clearly and systematically in the AI lifecycle.
Dataiku streamlines stakeholder engagement in the AI lifecycle, simplifying complex coordination across diverse teams. Its user-friendly interface ensures clear, systematic involvement, enhancing stakeholders accountability.
Sign-Off Secured Deployments
Stop Fueling AI With Confusing Models
Making sure that the right stakeholder approvals are completed for AI projects across different departments, use cases, or risk profiles can be challenging to manage and track. However, getting these approvals is necessary to ensure projects align with business needs, are auditable, and follow Responsible AI best practices.
Dataiku enables various stakeholders, such as risk or delivery managers, to request and collect sign-offs from key stakeholders on models approval prior to deployments to foster accountability and ensure audit-readiness on deployment decisions.
Auditability Report
Improve Transparency Over Your AI Lifecycle
The challenge of effectively tracking and auditing numerous data sources, tools, and workflows, which generate a massive amount of data, can be time-consuming and complex, with potential consequences including severe penalties, fines, or legal action for non-compliance.
Dataiku’s Govern node provides robust audit trails, tracking user access and changes with non-repudiation, enhancing transparency and accountability. It aids compliance by detailing all activities, reducing risks and penalties.
Bird’s Eye View of All Your AI & Analytics
Easily Review All AI & Analytics Projects at Once and Keep Track of Progress
Maintaining oversight and tracking performance of all of the models running across your organization can become difficult as your company scales.
Our customizable centralized Prism provides a centralized way to see all models and project steps in one place, with performance metrics, project summaries and project progress views for leaders and project managers.
Full Interoperability With Corporate Systems
Easily Interact with Third Party Systems to Get a Wider Scope of Your Project’s Impact
In conventional Governance views, the focus typically centers on key metrics assessing the health of AI projects. However, incorporating third-party metrics, such as costs and usage data, can prove challenging when aiming for a holistic perspective.
Dataiku enables you to interact with Third party systems, either to access Govern data from an external tool or to push information from an external system into Govern.
Unified Governance Approach
Operate Any Model From Any Source
Integrated governance systems often focus on what they can directly operationalize but may overlook models developed elsewhere, minimizing full governance efficiency.
Leave your external models where they run and use Dataiku to query them. Dataiku allows you to operate and govern external models seamlessly, treating them with the same level of oversight as those developed within our platform.
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