# Governance

Operational guardrails for safe AI adoption.

We implement policies, controls, and monitoring so AI usage aligns with your security, compliance, and privacy standards.

## Focus Areas

### Identity & Access
- MFA, conditional access, and least-privilege enforcement.

### Data Protection
- DLP, sensitivity labels, and data boundary controls.

### Audit & Monitoring
- Logging, alerting, and usage analytics for AI workflows.

### Policy & Training
- Acceptable use, exceptions, and user enablement.

## Why it Matters
Keep AI adoption compliant and accountable.

We ensure every AI workflow inherits your security posture—covering identity, data loss prevention, auditability, and incident response. That control layer works best when paired with [Cyber Threat Detection & Prevention](https://troxtech.ai/cybersecurity-services/cyber-threat-detection-and-prevention) and [IT Risk Management & Compliance](https://troxtech.ai/cybersecurity-services/it-risk-management-compliance).

## Governance Program

01. **Assess**  
Review current AI use, risks, and regulatory needs.

02. **Define**  
Set policies, controls, and approved patterns.

03. **Enforce**  
Implement identity, DLP, and logging configurations.

04. **Monitor**  
Track usage, exceptions, and improvements over time.

## Governance Focus Areas

- [**Policy & Access**](https://troxtech.ai/ai-solutions/ai-governance-security#tab_four1)  
- [**Data Controls**](https://troxtech.ai/ai-solutions/ai-governance-security#tab_four2)  
- [**Operations**](https://troxtech.ai/ai-solutions/ai-governance-security#tab_four3)  
- [**Adoption**](https://troxtech.ai/ai-solutions/ai-governance-security#tab_four4)

### Policy & Access
Structure AI access and usage rules.
- Acceptable use and exception handling  
- Role-based enablement with MFA and conditional access  
- Change control for prompts, bots, and connectors

### Data Controls
Protect sensitive information.
- Sensitivity labels, retention, and DLP policies  
- Data boundary design for AI assistants  
- Audit trails for regulated workloads

### Operations
Keep AI reliable and supportable.
- Monitoring, alerting, and logging standards  
- Incident response for AI-enabled workflows  
- Lifecycle management for prompts and automations

### Adoption
Drive compliant usage.
- Training and enablement with guardrails explained  
- Usage analytics and periodic reviews  
- Playbooks for new use-case requests

## Frequently Asked Questions

[Can you support regulated environments?](https://troxtech.ai/ai-solutions/ai-governance-security#)
Yes. We account for retention, audit, and data residency requirements when designing controls.

[How do you handle exceptions?](https://troxtech.ai/ai-solutions/ai-governance-security#)
We define clear approval paths, temporary access rules, and documentation requirements.

[Do you integrate with our SIEM?](https://troxtech.ai/ai-solutions/ai-governance-security#)
We can forward logs and alerts to your SIEM/SOAR for centralized monitoring.