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Illustrative product stack

AI Security & Governance Stack

Staff may use public AI tools with business information, while AI-enabled applications and agents can connect to data sources or take actions. Organisations need visibility and practical guardrails without assuming every AI feature is inherently unsafe.

This page shows possible product roles and alternatives, not a fixed bill of materials. Final selection depends on your existing infrastructure, risk profile, budget, licences, technical requirements and compatibility.

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The business problem

Why this security area matters

An AI security stack may combine use discovery, identity, data protection, application testing and governance. Product capability changes quickly; confirm exact supported services, tenant settings and licensing before associating a product with a specific use case.

How organisations become exposed

Sensitive data may be shared inappropriately, an agent may have excessive permissions, or an AI application may be vulnerable to manipulation. Controls reduce defined risks but cannot eliminate all AI-related exposure.

Who should consider this stack?

Organisations adopting generative AI, building AI applications, connecting agents to business systems or governing use of sensitive data in AI services.

How to compare options

  • • Compatibility with existing infrastructure and licences.
  • • Security requirements, coverage and integration needs.
  • • Operational overhead, alert ownership and support requirements.
  • • Implementation effort and budget, confirmed in a tailored proposal.

Inside the stack

Possible components and their roles

A candidate configuration for discussion. Core options, alternatives and optional layers are labelled so competing products are not presented as a default bundle.

Layer 01core option

Microsoft

Microsoft Purview

Data governance and protection

Vendor info reviewed 2026-10-28

Official product information ↗

Role

Potential controls for information protection and governance in Microsoft environments; AI-specific capabilities require current product validation.

How it fits & relationship

Can complement identity, Defender and tenant configuration where licences support it.

Technology ecosystem; no partner authorisation claimed

Product names checked against the vendor's site on 2026-10-28. Availability subject to vendor licensing, region and terms; contact AOS to confirm current options.

Layer 02optional

Microsoft

Microsoft Defender capabilities

Security and threat protection

Vendor info reviewed 2026-10-28

Official product information ↗

Role

Potentially relevant for supported Microsoft workloads; verify each AI-specific scenario.

How it fits & relationship

Do not assume an AI-specific protection feature without official product confirmation.

Technology ecosystem; no partner authorisation claimed

Product names checked against the vendor's site on 2026-10-28. Availability subject to vendor licensing, region and terms; contact AOS to confirm current options.

Layer 03optional

Check Point

Check Point AI Security portfolio

AI security

Vendor info reviewed 2026-10-28

Official product information ↗

Role

Check Point publishes AI security and AI red teaming categories; exact product availability and supported use cases require verification.

How it fits & relationship

May complement existing network, cloud and workspace protections after technical review.

Authorised UK Check Point partner

Product names checked against the vendor's site on 2026-10-28. Availability subject to vendor licensing, region and terms; contact AOS to confirm current options.

Layer 04alternative

Netskope

AI security and data controls

Cloud and AI application controls

Vendor info reviewed 2026-10-28

Official product information ↗

Role

Potential market category to evaluate for AI usage visibility and data safeguards.

How it fits & relationship

Would be assessed against existing Microsoft and browser controls; no overlap presumed.

Not a confirmed AOS vendor relationship or offering.

Product names checked against the vendor's site on 2026-10-28. Availability subject to vendor licensing, region and terms; contact AOS to confirm current options.

Layer 05alternative

Palo Alto Networks

AI security capabilities

AI application security

Vendor info reviewed 2026-10-28

Official product information ↗

Role

Potential market category for AI application protection.

How it fits & relationship

Specific products and use cases require current documentation verification.

Not a confirmed AOS vendor relationship or offering.

Product names checked against the vendor's site on 2026-10-28. Availability subject to vendor licensing, region and terms; contact AOS to confirm current options.

How the stack works together

From visibility to continuous improvement

  1. 01Inventory AI services, applications, agents, users and data access.
  2. 02Clarify approved use, data categories, ownership and third-party terms.
  3. 03Apply existing identity and data controls; review whether additional platform controls address a defined gap.
  4. 04Test AI applications and agents only under separately agreed scope and method.
  5. 05Review changes as models, connectors, permissions and business uses evolve.

Example architecture to assess

Start with AI-use discovery, policy, identity and data governance in tools the organisation already has. Validate any AI-specific product claims with current official documentation. Consider Check Point’s published AI portfolio only after confirming exact product, availability and fit. Do not deploy multiple AI security platforms by default.

Alternatives and optional layers

Microsoft and Check Point have published AI-security-related capabilities; individual features depend on product and licence. Netskope and Palo Alto options are potential market references only and are not confirmed AOS offerings.

How AOS can help

Advice, scope and delivery boundaries

AOS’s stated service capability includes securing AI usage, AI applications and AI agents, including AI red teaming. Specific testing methods, supported systems, deliverables, access needs and commercial scope must be agreed. Legal and privacy advice remains with qualified advisers.

Questions & answers

Frequently asked questions

Can one product govern all AI usage?

Not necessarily. Coverage depends on how AI is accessed, platform support, user identity, data paths and product configuration.

Is AI red teaming included in the free review?

No. The free 30-minute cybersecurity review is a conversation with a Red/Amber/Green score and prioritised fixes; AI red teaming is separately scoped.

Can AI risks be eliminated?

No. Controls can reduce specific risks, but AI systems, data, permissions and threats change over time.

Related product stacks and services

Data protection & loss prevention →Identity & privileged access →Cloud security →Technology Partners →

Find the Right Security Stack for Your Business

Every organisation has a different security environment. Talk to AOS Technologiies about your requirements and explore a technology stack designed around your business.

Discuss Your Requirements