Velqory Blog | AI, cybersecurity and regulation

All analyses

49–60 of 267

Current knowledge, organised by topic, date and practical consequence.

Conceptual editorial illustration for “AI Act: Turning Requirements into a Verifiable Obligations Inventory”. — Conceptual image generated for this analysis; it does not document a real event.AI-generated conceptual image by Velqory.

Regulation08 Sept 20264 min read

AI regulation: a verifiable inventory

An obligations inventory is useful only when it separates legal requirements, technical standards, and internal decisions.

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Conceptual editorial illustration for “Software Supply-Chain Security: Require Evidence, Not Declarations”. — Conceptual image generated for this analysis; it does not document a real event.AI-generated conceptual image by Velqory.

Cybersecurity08 Sept 20264 min read

Software supply chains: require evidence

Software procurement improves when supplier declarations are replaced with verifiable evidence.

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Conceptual editorial illustration for “Digital-Ready Governance: Establish Verifiable Decision Gates”. — Conceptual image generated for this analysis; it does not document a real event.AI-generated conceptual image by Velqory.

Governance08 Sept 20264 min read

Digital governance with verifiable gates

Digital decisions become more robust when gates record evidence, accountable owners, scope, and review conditions.

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Conceptual editorial illustration for “Digital Systems: Test Data Interoperability and Operational Readiness”. — Conceptual image generated for this analysis; it does not document a real event.AI-generated conceptual image by Velqory.

Digital systems08 Sept 20264 min read

Digital systems: testable interoperability

Operational readiness requires testing metadata, integrations, and observability criteria before services are scaled.

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Conceptual editorial illustration for “AI: From Transparency Duty to Operational Proof”. — Conceptual image generated for this analysis; it does not document a real event.AI-generated conceptual image by Velqory.

Artificial intelligence07 Sept 20264 min read

AI: From Transparency to Operational Proof

The European Commission communication points to transparency obligations that need operational evidence, not only statements of intent.

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Conceptual editorial illustration for “AI Omnibus: Rebaseline Controls Without Pausing Preparation”. — Conceptual image generated for this analysis; it does not document a real event.AI-generated conceptual image by Velqory.

Regulation07 Sept 20264 min read

AI Omnibus: Rebaseline Controls Without Stopping

The communicated timelines for high-risk systems change planning, but do not remove the need for documented preparation.

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Conceptual editorial illustration for “Advanced AI in Cybersecurity: Define Access, Testing, and Guardrails”. — Conceptual image generated for this analysis; it does not document a real event.AI-generated conceptual image by Velqory.

Cybersecurity07 Sept 20264 min read

Advanced AI: Safe Access, Testing, and Guardrails

The plan announced by the European Commission links advanced AI capabilities to evaluation, structured access, and testing in simulated environments.

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Conceptual editorial illustration for “AI Governance: Replace Static Files with Continuous Evidence”. — Conceptual image generated for this analysis; it does not document a real event.AI-generated conceptual image by Velqory.

Governance07 Sept 20264 min read

AI Governance: Continuous Evidence, Not Static Files

Commission communications on transparency and evaluation point to governance that should remain verifiable throughout operation.

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Conceptual editorial illustration for “Digital Systems: Test Dynamic Resource Allocation and End-to-End Observability”. — Conceptual image generated for this analysis; it does not document a real event.AI-generated conceptual image by Velqory.

Digital systems07 Sept 20264 min read

Digital Systems: End-to-End Resources and Observability

Dynamic-resource updates and telemetry changes should be handled as operational changes with compatibility testing.

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Conceptual illustration of documents separated into trays before entering an archive — Storing information and granting it authority are different decisions. Conceptual representation, not a real system.AI-generated image under Velqory editorial direction.

Artificial intelligence06 Sept 20265 min read

An agent’s memory must also be able to forget

How to separate preferences, external information and permissions so an old memory cannot decide on someone’s behalf.

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Conceptual image of two people examining a generic device and organized components — Component, product and responsible entity need separate identification. Conceptual scene, not a real company or product.AI-generated image under Velqory editorial direction.

Regulation06 Sept 20265 min read

CRA and open source: who takes responsibility for the product?

Contributor, steward and manufacturer are not synonyms. A scoping record helps avoid asking a community to carry the supplier’s responsibilities.

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Conceptual representation of a technician checking connections in a generic rack — An alert becomes concrete work when linked to an asset. Generated illustration; it does not depict an incident.AI-generated image under Velqory editorial direction.

Cybersecurity06 Sept 20265 min read

Three alerts can mean one vulnerability — and several jobs

Use EUVD to correlate sources without confusing repeated alerts, affected products and evidence of remediation.

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How we publish

Each analysis links to the official source and says what changes in practice.

01Sources in view
Every analysis links the official documentation it relies on.
02Operational context
We translate change into decisions, owners and evidence.
03Continuous review
We update the analysis when facts or guidance change.
04Identified imagery
We disclose generated photography and credit documentary photography.

From context to execution

Is there an obligation or a system that needs to become operational?

We map the problem, write the scope and build the solution with acceptance criteria.

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