They should treat access governance as part of privacy compliance, not a separate IAM task. That means knowing which humans, external parties, and non-human identities can reach personal data, documenting why they need it, and reviewing whether that access is still justified. Access controls must be paired with audit evidence that supports breach and subject-rights obligations.
Why This Matters for Security Teams
Quebec Law 25 makes access governance a privacy control, not just an IT hygiene task. Organisations need to know who can reach personal data, why that access exists, and whether it still fits the stated purpose. That includes employees, vendors, service accounts, API keys, and other non-human identities that often sit outside privacy review even though they can read, copy, or transmit regulated data.
This matters because privacy obligations depend on demonstrable limitation of access, retention, and use. If a team cannot show why a connector, batch job, or external processor had access at a given time, it becomes difficult to support breach analysis, subject-rights response, or internal accountability. NHI Mgmt Group notes that Ultimate Guide to NHIs shows NHIs outnumber human identities by 25x to 50x in modern enterprises, which is why privacy risk frequently hides in machine access rather than user accounts.
Current guidance suggests treating this as an evidence problem as much as an access problem. The practical standard is closer to “can this access be justified today?” than “was it approved once?” In practice, many security teams encounter overbroad personal-data access only after an investigation, deletion request, or vendor issue has already exposed the gap.
How It Works in Practice
Governance starts by mapping personal-data access to business purpose, data category, and identity type. For Quebec Law 25, that means documenting not only which humans can access the data, but also which systems, integrations, and service accounts can do so on their behalf. A workable model links each access path to a defined purpose, owner, retention period, and review cadence. The Ultimate Guide to NHIs — Regulatory and Audit Perspectives is useful here because the privacy question is ultimately whether the organisation can prove control, not just declare it.
Teams usually need three layers of control:
- Purpose-based entitlement mapping, so access is tied to a documented need.
- Periodic access recertification, including machine identities that read or move personal data.
- Audit logging that preserves enough evidence to explain access during a complaint, breach review, or rights request.
For machine access, the OWASP Non-Human Identity Top 10 is a strong reminder that secrets sprawl, excessive privilege, and weak lifecycle controls are common failure points. In privacy programs, that usually means service accounts should be reviewed with the same seriousness as privileged users, especially when they can query customer records, export reports, or sync datasets into third-party platforms. The Lifecycle Processes for Managing NHIs section is especially relevant because offboarding and rotation often determine whether access is still justified in practice.
Security, privacy, and application owners should align on a simple question for every identity: if this access were challenged tomorrow, could the organisation explain why it exists, who approved it, and how it is revoked? These controls tend to break down when personal data is embedded in legacy applications with shared accounts and no reliable ownership record.
Common Variations and Edge Cases
Tighter access review often increases operational overhead, requiring organisations to balance privacy assurance against release speed, vendor dependency, and support load. That tradeoff becomes more visible when data is shared across cloud services, analytics tools, or outsourced operations, where the access chain is longer than the original business owner expected.
One common edge case is shared infrastructure access. A database account may support multiple applications, but Quebec Law 25 still expects the organisation to understand which use cases justify that access and whether the scope can be narrowed. Another is vendor-managed processing: third-party access should be treated as governed access, not as an exception to governance. NHI Mgmt Group’s 52 NHI Breaches Analysis and Ultimate Guide to NHIs — Key Research and Survey Results both reinforce the operational reality that hidden machine credentials are often the weakest link in control evidence.
Best practice is evolving on how much detail must be retained for every access path, but current guidance is clear that “approved at some point” is not enough. Organisations should retain just enough evidence to show purpose, scope, approver, review date, and revocation outcome, then apply stronger controls where personal data is sensitive or high-volume. The NIST Cybersecurity Framework 2.0 can help structure this as an ongoing governance process rather than a one-time compliance exercise.
Standards & Framework Alignment
This section maps relevant standards and security frameworks to the operational risks and controls described in this guidance.
OWASP Non-Human Identity Top 10 address the attack and risk surface, while NIST CSF 2.0 and NIST AI RMF set the governance and control requirements practitioners need to meet.
| Framework | Control / Reference | Relevance |
|---|---|---|
| OWASP Non-Human Identity Top 10 | NHI-03 | Addresses secrets lifecycle gaps that expose personal-data access paths. |
| NIST CSF 2.0 | PR.AC-4 | Supports least-privilege access management for personal data systems. |
| NIST AI RMF | Provides governance structure for accountability, traceability, and oversight. |
Inventory machine credentials, rotate them on schedule, and revoke any identity no longer tied to a justified purpose.
Related resources from NHI Mgmt Group
- How should organisations govern third-party access in regulated environments?
- What breaks when organisations classify data but ignore who can access it?
- How should security teams govern bulk sensitive data transfers under the DOJ rule?
- How should security teams govern non-human identities that have persistent access?
Deepen Your Knowledge
Reviewed and updated by the NHIMG editorial team on June 8, 2026.
NHI Mgmt Group — the #1 independent authority on Non-Human Identity, IAM, and Agentic AI security. nhimg.org