The Challenge
Why AI Use Needs Governance
Staff adopt AI tools quickly. Without rules, sensitive data can leak and unchecked outputs can mislead.
Is This Relevant?
Is This Use Case Relevant to Your Organization?
The people, moments and signals that usually bring this need to the surface.
Relevant Teams
- Security and IT leaders
- Legal, privacy and compliance
- Business leaders
Common Triggers
- Rapid staff adoption of AI tools
- A data leak involving AI
- Customer or regulatory questions about AI use
Warning Signs
- No AI acceptable-use policy
- Unknown AI tools in use
- Sensitive data in public AI tools
Typical Environments
- Business applications, documents and knowledge bases
- Cloud and on-premises data platforms
Benefits
What Better Looks Like
Intended benefits. Actual results depend on your environment and starting point.
Our Approach
A Practical Approach
Start small, prove value, then scale with the right controls. Each stage is tailored to your environment.
Assess
Review data, systems, security, policies and candidate use cases.
Prioritize
Rank what you find by business impact, effort and risk, and agree where to start.
Design
Agree priority use cases, the architecture and guardrails.
Implement
Build pilots and integrate AI with business systems and data.
Validate and Optimize
Measure accuracy, value and user adoption against agreed goals.
Solutions
Solutions That Can Help
The solutions that address this use case, starting with the primary one.
Services
How Signisys Can Support You
The services that deliver the approach, from the first assessment to ongoing improvement.
Technology
Technology Options
Where technology fits in the approach. Specific platforms and partner status are confirmed for each engagement.
Before You Start
What to Consider Before Getting Started
A little preparation makes the first assessment faster and its findings more reliable.
- Approved tools and their data handling
- Classification of data AI may use
- Monitoring and enforcement options
- Training and communication
- Who will own the work and act on recommendations
- Engagement model and ongoing support
Measuring Success
How to Measure Success
Illustrative measures. Agree a baseline first, and keep targets separate from measured results.
Approved Tool Usage
Use of approved AI tools.
Policy Exceptions
Uses outside policy.
Blocked Data Uploads
Sensitive data stopped from leaving.
Staff Trained
Employees trained on AI use.
Our Approach
How We Deliver Results
How Signisys works, from the first assessment to handover and beyond.
FAQs
Frequently Asked Questions
Common questions about this use case.
Do we need an AI policy if we do not use AI officially?
Yes. Staff are likely using AI tools already, so clear rules and approved options reduce risk.
Will governance stop people using AI?
The aim is safe use, not none: approved tools and clear rules let people benefit while protecting data.
What information is needed to get started?
Current AI tool use, data classification, existing security and privacy policies, and your goals for AI.
Which environments does this apply to?
Business applications, documents and knowledge bases, on cloud or on-premises platforms.
How is progress measured?
Agree a baseline for measures such as approved tool usage, policy exceptions, blocked data uploads and staff trained, then track them over time.
Related Content
Related Outcomes, Use Cases and Guides
Where to go next: the outcome this use case supports, nearby scenarios, technology partners and practical guides.
Business Outcome
Put AI and Automation to Work
Technology Partner
Adobe Solutions and Services
Technology Partner
Forcepoint Solutions and Services
Problem Explainer
What Causes Uncontrolled AI Use? Common Problems and Warning Signs
Coming soon
How-To Guide
How to Govern and Secure Enterprise AI Use: A Practical Step-by-Step Guide
Coming soon
Checklist
Govern and Secure Enterprise AI Use Checklist: What IT Teams Should Assess
Coming soon
Decision Guide
How to Choose the Right Approach to Govern and Secure Enterprise AI Use: Options and Trade-Offs
Coming soon
Govern AI Use
Share your current challenges and priorities with Signisys to explore an approach suited to your environment.