Domino Governance

Transform governance into a swift and dependable process

AI governance faces key challenges: delayed model reviews, inconsistent practices, and fragmented tools. Data scientists often hand off models too late, leading to costly rework, while governance is applied inconsistently across technologies, hindering compliance and innovation. Scattered tools and manual processes further slow approvals and increase overhead. As a result, 45% of enterprises experience stalled innovation and heightened risk (Domino REVelate Survey), and 95% need to overhaul their frameworks (BARC Study).

Domino Governance helps address these challenges by automating and orchestrating the collection, review, and tracking of compliance materials, enabling organizations to streamline their AI governance processes and accelerate innovation.

Streamline governance

Reduce the governed model lifecycle by 70% through automation.

Accelerate compliance

Shorten the time to comply with new policies from months to weeks.

Empower reviewers

Give reviewers instant access to tasks, risks, and compliance status, with full context and audit data.

Why Domino Governance?

For risk and compliance managers
For AI builders and data scientists
For managers and line of business leaders

For risk and compliance managers

Define and set policies

Save time and guarantee compliance by using customizable policy templates or creating custom policies and activating them where AI builders work.
Enforce policies and maintain standards

Simplify enforcement of any internal or external policy with automated scripts that validate policy adherence.
Understand context to accelerate reviews

Receive the context behind AI work and all packaged documentation needed to accelerate reviews and audits.

POLICY MANAGEMENT

Define and enforce all policies

Manage, embed and enforce any internal or external policies in one place — where data scientists already work — to shorten the time to comply from months to weeks.
Define your policies by starting from scratch, or customize Domino’s off-the-shelf templates based on industry frameworks. See the NIST and MRM templates in action.
Automatically enforce your policies by capturing evidence, seeking approvals and asking the right questions at the right time: when models are built.

UNIFIED GOVERNANCE NOTEBOOK

Instantly review evidence

One system of record creates a single source of truth for modelers and reviewers/validators, where evidence is captured, shared, and reviewed for all models — even for models outside of Domino.
Data scientists complete evidence during development, and evidence is instantly accessible to validators, to increase speed and consistency.
Single source of truth for data scientists and reviewers/validators.
Automated evidence collection.

INSTANT RISK VISIBILITY

Centrally track compliance

Centrally view all policies, the status of compliance, and open actions across all projects and all models with instant auditability and reproducibility.
Domino Governance integrates with third-party systems like GRC solutions using APIs, so data and actions are synchronized.
Unified visibility on governance processes, risk and compliance levels, and audit readiness.

Domino’s governance foundation

Domino’s Enterprise AI Platform comes with many governance documentation features that record information pertaining to AI use cases and models.

Track AI lineage

Domino’s Reproducibility Engine automatically tracks and versions all model lineage, including code, environment, tools, methods, data, and more. Audit logging tracks who accessed models and data, for auditability and security.

Monitor all models

View all models in Domino’s Model Registry, track purpose, performance, and limitations with Model Cards, and define requirements with Project Templates. Use Integrated Model Monitoring to detect drift, bias, and relevance across all models, including LLM endpoints.