Data
FileMaker + AI
Responsible AI Use in FileMaker 2025
FileMaker + AI
Responsible AI Use in FileMaker 2025
Practical guidance on adopting AI responsibly within your existing systems and workflows.
Read article →ISO 42001 & Governance
AI governance that actually works.
Practical governance frameworks, policies, and accountability structures for organizations adopting AI. Whether or not you pursue ISO 42001 certification.
ISO/IEC 42001:2023
AI Management Systems
Certified ISO 42001 Lead Implementer
Kate Waldhauser
Violet Beacon
Where Are You?
AI risk increases without governance
Find your organization on this grid. Most start in the danger zone.
AI Usage
High AI use
Low governance
Danger zone
High AI use
Strong governance
Where you want to be
Low AI use
Low governance
Starting point
Low AI use
Strong governance
Ready to scale
Governance Maturity
The Challenge
AI adoption without governance is a risk your organization cannot afford to ignore.
No clear policies
Teams are using AI tools without guidelines, creating inconsistency and unmanaged risk across the organization.
No accountability structure
Nobody owns AI decisions. When something goes wrong, there is no framework for response or escalation.
No visibility
Leadership cannot see what AI tools are being used, how data is being handled, or where the risks are.
Services in this area
Choose the governance engagement that fits your organization
AI Usage Policies
Clear rules your team can actually follow
Your team is probably already using AI — whether you've sanctioned it or not. We create clear, enforceable policies that define exactly how your organization uses AI, handles data, and evaluates new tools. Tailored to your industry, your risk profile, and how your team actually works.
What's included
- Acceptable use policy
- Data handling guidelines
- Approval workflows for new AI tools
- Vendor & tool evaluation criteria
- Employee disclosure requirements
- Annual review schedule
What you'll walk away with
- Enforceable policies ready for distribution
- Reduced legal and reputational risk
- Clear boundaries for AI experimentation
- Audit-ready documentation
Best for: Organizations where teams are already using AI informally and need guardrails fast.
Risk Assessment & Management
Map, measure, and mitigate AI-specific risks
AI introduces risks your existing frameworks weren't built for — bias, hallucination, data leakage, vendor lock-in. We systematically inventory every AI touchpoint in your operations, score and prioritize risks, and build mitigation strategies that are practical and maintainable.
What's included
- AI risk inventory across operations
- Risk scoring & prioritization
- Mitigation strategy per risk
- Risk register documentation
- Escalation framework
- Quarterly review cadence
What you'll walk away with
- Complete picture of your AI risk landscape
- Prioritized mitigation plan
- Confidence presenting risk posture to leadership
- Foundation for ISO 42001 if you pursue it later
Best for: Organizations with multiple AI tools in use and no systematic view of what could go wrong.
Full Governance Framework
Policies, accountability, and oversight in one engagement
The complete package. We build your entire governance framework — policies, risk management, accountability structures, and monitoring processes — in a single structured engagement. Everything you need to govern AI responsibly, whether or not you plan to pursue ISO 42001 certification.
What's included
- Everything in Usage Policies + Risk Assessment
- Roles & accountability structure
- Oversight committee charter
- Monitoring & review processes
- Incident response procedures
- Governance documentation package
What you'll walk away with
- A complete, working governance framework
- Clear ownership of AI decisions across the organization
- Board-ready governance posture
- A system that evolves with your AI usage
Best for: Organizations ready to get governance right the first time, or those preparing the groundwork for ISO 42001.
Ongoing Governance Support
Keep your framework current as AI and your business evolve
Governance isn't something you set once and walk away from. The technology evolves, regulations change, and your business grows. As your ongoing governance partner, we keep your policies current, evaluate new AI tools, and ensure your framework stays effective as things shift.
What's included
- Quarterly governance reviews
- Policy updates as regulations change
- New AI tool evaluations
- Risk register maintenance
- Team training refreshers
- On-call governance guidance
What you'll walk away with
- Governance that doesn't go stale
- Continuous compliance confidence
- Faster decisions on new AI tools
- A partner who knows your governance deeply
Best for: Organizations with a governance framework in place that need ongoing expert maintenance.
How It Works
A clear path from where you are to where you want to be.
Step 1
Assess
We evaluate your current AI usage, risks, and organizational readiness.
Step 2
Design
We build a governance framework tailored to your size, industry, and risk profile.
Step 3
Implement
Policies, training, and accountability structures rolled out to your team.
Step 4
Monitor
Ongoing review cycles and updates as your AI usage evolves.
Who This Is For
AI governance is for every organization using AI
Organizations adopting AI
You are starting to use AI tools and want to do it right from the beginning.
Regulated industries
Healthcare, finance, education, or government teams that need compliance-ready AI practices.
Growing teams
AI usage is spreading across departments and you need consistency and oversight before it gets out of hand.
Related Services
Governance works best alongside
"
Truly magnificent and unparalleled thinking. When you are considering safety and responsibility in your organization's use of artificial intelligence, look no further than Violet Beacon.
Kurt · Google Review
From the Blog
Related reading on AI governance
Frequently Asked Questions
Common questions about AI governance
Do we need AI governance if we're a small company?
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Yes — and it's actually easier to implement governance early, before AI usage becomes widespread. Small organizations benefit from lightweight, practical frameworks that scale as you grow. You don't need a 200-page policy manual.
What's the difference between AI governance and ISO 42001?
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AI governance is the broader discipline — policies, risk management, accountability structures. ISO 42001 is a specific international standard for AI Management Systems. You can have strong governance without pursuing ISO 42001 certification, but ISO 42001 provides a recognized framework to build from.
How long does it take to implement an AI governance framework?
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A practical governance framework can typically be designed and documented in 4–8 weeks, depending on the complexity of your AI usage and organizational size. Implementation and training happen alongside or shortly after.
We're already using AI tools. Is it too late for governance?
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Not at all — most of our clients come to us after they've already started using AI. We'll assess what you have in place, identify gaps and risks, and build governance around your current usage. It's never too late to get structured.
Will governance slow our team down?
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Good governance actually speeds teams up by removing ambiguity. When people know what's allowed, what needs approval, and where the guardrails are, they make faster decisions with more confidence.
Ready to govern AI responsibly?
Start with a free 30-minute call. We will help you understand where you are and what governance looks like for your organization.