Ownership and referrals

Use AI Clearly is owned and operated by VMCSoft Digital. Ownership and commercial relationships do not influence recommendation logic.

External and sibling-product links are allowed only when they are the correct next step for the reader’s immediate task. They must be contextual, plainly labeled, and removable without changing any assessment result.

Paid placement, referral value, and ownership relationships never affect whether AI is recommended, pattern selection, fit or risk bands, autonomy limits, required controls, source selection, or corrections.

VMCSoft Digital is the accountable editorial owner and release approver. This owner role is separate from independent validation; the current validation status is published in theeditorial review record.