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These principles apply specifically to the AI-driven capabilities within Overe, not to the platform as a whole.
They define how we use AI responsibly to guide Microsoft 365 security outcomes, with humans always in control.
Our approach to AI is grounded in these three guardrails
Our approach to AI is grounded in these three guardrails
- Zero hallucinations by design
AI in Overe does not invent facts, guess configurations, or fabricate insights. Every response, recommendation, or action is grounded in real tenant data, known configuration state, and explicit policy logic.
- Your data remains your data
Customer data is never shared across tenants, exposed to other customers, or used for model training. Where AI processing occurs outside the core platform, personally identifiable information is anonymised beforehand. Overe uses open-source and self-hosted AI models, and all AI capabilities are opt-in and fully under your control.
- Privacy and security are non-negotiable
AI operates within the same security, access controls, and audit boundaries as the rest of the Overe platform.
If we cannot guarantee accuracy, isolation, and data protection, we do not ship it.
If we cannot guarantee accuracy, isolation, and data protection, we do not ship it.
Our promise
Our promise
We believe AI should make security operations calmer, clearer, and more effective, not noisier or riskier.
At Overe, our promise is simple. We use AI to help organisations maintain strong Microsoft 365 security and governance outcomes over time, without removing human judgement or trust.
This is not about replacing people. It is about removing unnecessary manual effort, reducing operational drift, and helping teams focus on decisions that actually matter.
We commit to being transparent about how AI is used within Overe.
We commit to prioritising customer trust over hype.
And we commit to building AI that earns its place in security operations through real, measurable value.
This is our promise.
This is our promise.
Our principles
Our principles
1. Outcomes over outputs
1. Outcomes over outputs
AI should not exist to generate more alerts, summaries, or dashboards. Its role is to help maintain real outcomes, secure configurations, consistent posture, and reduced risk over time.
If AI does not materially improve outcomes, it does not belong in the product.
2. Humans stay in control
2. Humans stay in control
AI should assist and act within clear guardrails, not operate unchecked.
At Overe, AI will always:
Respect defined policies and boundaries
Escalate when human judgement is required
Make actions understandable and auditable
Automation without control erodes trust. We design for the opposite.
3. Safe by default
3. Safe by default
Security and governance are high consequence domains. AI must be deterministic, predictable, and reversible.
We prioritise:
Safe defaults
Least privilege actions
Clear rollback paths
Speed is valuable. Safety is essential.
4. Built on real context
4. Built on real context
Effective AI requires deep understanding of the environment it operates in.
Overe’s AI is grounded in tenant context, identity posture, policy state, and configuration reality, not generic assumptions or one size fits all logic.
Context is what separates useful assistance from dangerous guesswork.
5. Accessible, not exclusive
5. Accessible, not exclusive
AI should not be reserved for the largest enterprises with the highest licence tiers.
Our aim is to bring practical, responsible AI capabilities to MSPs and mid sized organisations, in a way that is commercially viable and operationally realistic.
Accessibility matters as much as capability.
6. Incremental trust, not big bangs
6. Incremental trust, not big bangs
Trust in AI is earned over time.
We believe in gradual adoption:
Start with guidance and validation
Progress to assisted action
Move toward greater autonomy only where it is safe and proven
AI should grow into responsibility, not be handed it blindly.
Where this is heading
Where this is heading
The industry is moving from AI copilots toward more autonomous systems that own parts of the work.
Overe is building toward that future deliberately and responsibly, with AI that helps maintain security and governance outcomes across Microsoft 365, while keeping humans firmly in the loop.
We will share more about this direction through product updates, content, and upcoming discussions.
This is not a single feature or release. It is a long term commitment to building AI the right way.
Other... Read here how we compare to Microsoft Security Copilot:
https://intercom.help/overe/en/articles/13571275-how-does-overe-s-approach-to-ai-differ-from-microsoft-security-copilot
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