SAMA CSF gap analysis: where compliance automation fails Saudi financial sector requirements
Geert WarmenbolApril 29, 2026
Key takeaways
SAMA CSF maturity assessment uses a defined 1-5 scale where each level has specific evidence artifacts required. A maturity level 3 claim for a control requires documented implementation, assigned ownership, and evidence of periodic review -- not just a policy document. Platforms that track control existence without generating level-specific evidence artifacts will produce maturity claims that assessors downgrade.
SAMA CSF Domain 8 (Third Party Cybersecurity) requires documented technical assessment of vendors before onboarding -- not contractual security clauses. ISO 27001-certified organizations with standard vendor due diligence processes have a systematic gap here: contracts satisfy ISO A.15 but do not satisfy SAMA CSF 8.2.3.
SAMA CSF Domain 6 (Cyber Threat Intelligence) requires evidence that threat intelligence is actively consumed and demonstrably feeds into security controls -- updated firewall rules, patching prioritization records, detection rule changes traceable to specific threat intel. A threat intel subscription with no documented operational outputs does not satisfy this domain at maturity level 3 or above.
Dormant privileged accounts bypass MFA prompts in most configurations due to inactivity-based exemptions. SAMA CSF emphasizes privileged account management but assessors who verify MFA policy existence without testing inactivity exemption logic will miss this gap. Vulnox hands-on testing finds it consistently in environments that passed prior assessments.
In Vulnox assessments, 15% of financial institutions that passed SAMA CSF audits had exploitable vulnerabilities in controls the audit had marked as compliant -- specifically in data classification enforcement, vendor technical assessment, and threat intelligence operationalization.
TL;DR
SAMA CSF is prescriptive enough that automated compliance platforms can map every control and generate green indicators across the board. The gap is not in the mapping -- it is in what the mapping does not verify: that data classification triggers automated enforcement workflows, that vendor assessments are technical not just contractual, that threat intelligence operationally feeds controls, and that maturity level claims are supported by the specific evidence artifacts assessors look for. A platform audit finds the controls. A hands-on gap analysis finds whether they work.
The Splunk deployment that satisfied the auditor and nothing else
A Saudi financial institution had deployed Splunk eighteen months before their SAMA CSF assessment. The compliance team had documented it against Domain 5 (Cybersecurity Operations and Technology) controls for logging, monitoring, and incident detection. The assessment showed maturity level 3 across the relevant controls. The auditor reviewed the Splunk deployment documentation, confirmed log sources were listed, and marked the controls compliant.
Vulnox was engaged six months later for a hands-on gap analysis following an internal incident that Splunk had not detected. The gap analysis found: 23 systems in the SAMA-classified critical asset inventory were not onboarded as Splunk log sources because they sat on a management network segment the Splunk forwarder deployment had not reached. The alert rules in place were default Splunk Enterprise Security content -- none had been customized to reflect Saudi financial sector threat patterns or the institution's specific critical asset classifications. There was no documented link between the threat intelligence the institution subscribed to (a commercial feed) and any Splunk detection rule change. The threat intel subscription satisfied Domain 6 existence requirements. The operationalization evidence -- rules updated from threat intel, patching prioritization traceable to threat intel outputs -- did not exist.
The platform audit had verified that Splunk was deployed and that log sources were documented. It had not verified coverage against the critical asset inventory, alert rule relevance to the institution's threat model, or the operational link between threat intelligence and detection logic. The gap between what the assessment verified and what was actually running is the gap that matters -- and it is the gap that a hands-on SAMA CSF gap analysis is designed to find.
What SAMA CSF assessment data shows about compliance versus security
15% of financial institutions that passed SAMA CSF audits in Vulnox assessments had exploitable vulnerabilities in controls the audit had marked as compliant
Vulnox assessment data, 2024. The gap was not in controls that auditors had found deficient -- it was in controls auditors had marked as meeting the required maturity level based on documentation review, where hands-on testing found the documented control was either partially implemented or operationally non-functional.
Data classification under SAMA CSF control 4.2.1 was the most frequently found gap in assessed institutions -- present in the majority of organizations assessed despite appearing compliant in audit documentation
Vulnox assessment data, 2024. The pattern: classification policies existed and data was labeled. The automated enforcement workflows that should trigger based on classification -- encryption at rest, access control tightening, DLP policy activation -- were not connected to the classification labels. Classification was a documentation exercise, not an operational enforcement mechanism.
Vendor technical assessment gaps under SAMA CSF Domain 8 were found in organizations with valid ISO 27001 certification and comprehensive vendor contract clauses
Vulnox assessment data, 2024. ISO 27001 Annex A.15 vendor relationship controls require contractual security obligations. SAMA CSF 8.2.3 requires documented technical assessment before vendor onboarding. The contractual requirement was satisfied. The technical assessment requirement was not. The gap is structural -- ISO 27001 compliance does not produce the pre-onboarding technical assessment evidence SAMA CSF requires.
How SAMA CSF's maturity model creates evidence gaps that documentation-based audits miss
SAMA CSF uses a maturity assessment model where controls are evaluated against five levels: Initial (1), Developing (2), Defined (3), Managed (4), and Optimized (5). Each level has specific evidence requirements -- not just implementation evidence, but operational evidence appropriate to the level. A control at maturity level 3 (Defined) requires documented implementation, formal assignment of ownership, integration into standard operating procedures, and evidence of periodic review. A control at maturity level 4 (Managed) requires measurable performance indicators and documented management review. Level 5 (Optimized) requires continuous improvement evidence.
The pipeline failure mode in automated compliance programs is specific: platforms track whether a control is implemented and whether documentation exists. They do not verify whether the evidence artifacts present match the maturity level claimed. An institution that claims maturity level 3 for SAMA CSF Domain 6 (Cyber Threat Intelligence) needs to show: a formal threat intelligence process with documented sources, a mechanism for distributing intelligence to relevant teams, and evidence that intelligence outputs produced operational changes in security controls. A platform that marks Domain 6 as covered because a threat intel subscription exists and is documented as a log source in Splunk has verified one artifact of several. The assessor reviews all of them.
Three SAMA CSF domains create the most consistent evidence gaps in automated programs:
Domain 4 (Cybersecurity Risk Management) includes control 4.2.1 on data classification. The classification requirement is not just labeling -- it requires documented classification criteria, automated enforcement mechanisms, and evidence that classification levels trigger downstream security controls. The enforcement gap is the one auditors miss most frequently: classification exists on paper, the automation connecting classification to control activation does not.
Domain 6 (Cyber Threat Intelligence) requires that institutions subscribe to relevant threat intelligence sources, process that intelligence, and demonstrably feed it into security operations. The operationalization evidence is specific: which threat intelligence input produced which detection rule change, which patch was prioritized based on which threat intel output, which access control was tightened based on which threat actor TTP. A subscription with no traceable operational outputs does not satisfy maturity level 3 for this domain.
Domain 8 (Third Party Cybersecurity) requires pre-onboarding technical assessment of vendors with access to the institution's systems or data. The assessment must be documented, must cover the vendor's technical security posture, and must inform the onboarding decision. Standard vendor due diligence processes that review SOC 2 reports or ask vendors to complete security questionnaires satisfy documentation requirements but do not constitute a technical assessment of the vendor's actual security posture. The gap is between receiving a vendor's self-reported security documentation and conducting an independent technical evaluation.
Example
A Saudi bank with ISO 27001 certification had documented vendor risk management processes that their internal audit team had assessed as satisfying SAMA CSF Domain 8 requirements. The process: vendors completed a security questionnaire, legal reviewed and signed standard security addenda to contracts, and the bank maintained a vendor register with questionnaire responses. The SAMA CSF assessor reviewed three vendor files. In each case, the questionnaire and contract were present. In none of the three was there evidence of an independent technical assessment of the vendor's security controls. The bank had a process that satisfied ISO A.15. It did not have a process that satisfied SAMA CSF 8.2.3. The gap had survived two prior internal audit cycles because the internal auditors had used ISO 27001 criteria as the benchmark.
The automation problem for SAMA CSF is that evidence generation needs to be control-specific and level-specific. A compliance platform that generates evidence templates at control level -- one template per control regardless of the maturity level claimed -- will produce incomplete evidence packages for any control where the claimed maturity level requires operational evidence beyond implementation documentation. The platform generates a document. The assessor asks for the operational artifact the document is supposed to describe. If the operational artifact does not exist, the maturity level is downgraded regardless of the documentation quality.
What hands-on SAMA CSF gap analyses find that documentation reviews miss
Assessment base: Vulnox gap analysis assessments, Saudi financial sector institutions, 2023-2024
Data classification that labels data but does not enforce controls based on classification
In assessed Saudi financial institutions, data classification schemes existed and were documented. Classification labels were applied to data stores and processing systems. The downstream enforcement -- automated encryption triggers, access control tightening, DLP policy activation based on classification level -- was absent or incomplete in the majority of cases. The most common pattern: confidential data was labeled, the policy stated that confidential data required encryption at rest, and the encryption was manually applied to some but not all confidential data stores. The classification existed. The automated enforcement workflow connecting classification to control activation did not. Assessors who verify that classification criteria exist and are documented will mark the control as partially compliant. Assessors who test whether classification labels trigger the documented downstream controls will find the gap.
SAMA CSF 4.2.1 at maturity level 3 requires that classification is defined and that security measures are applied based on classification. The measures being 'applied' requires evidence that they activate in response to classification events, not just that a policy says they should. An institution that classifies data accurately and then manually applies controls inconsistently has a classification scheme and a security gap at the same time.
Privileged account MFA that exempts dormant accounts through inactivity logic
SAMA CSF Domain 5 controls for privileged access management require MFA for privileged account access. In assessed institutions, MFA was enabled for privileged accounts and documented as active. Testing found that inactivity-based exemption configurations in the identity provider allowed dormant privileged accounts -- accounts unused for 90 or more days -- to bypass MFA prompts on first reactivation, because the inactivity period had cleared the device trust registration. An attacker who compromises a dormant privileged credential gains access with a single authentication factor. The MFA policy was compliant. The implementation had a bypass condition that voided the policy for the accounts most likely to be targeted -- those with elevated access and no recent activity.
Dormant privileged accounts are a consistent target in financial sector attacks precisely because they combine high access levels with low monitoring attention. SAMA CSF assessors who verify MFA policy documentation and test a sample of active privileged accounts will not encounter the dormant account bypass. The test requires specifically checking whether inactivity-based device trust logic creates exemption conditions.
Threat intelligence subscriptions with no documented operational outputs
Domain 6 compliance in assessed institutions typically consisted of: a commercial threat intelligence subscription, log ingestion of threat intel feeds into the SIEM, and a documented process for reviewing weekly threat intelligence reports. What was absent in most cases: any record linking a specific threat intelligence input to a specific operational response -- a detection rule change, a patching priority adjustment, a network block update. The threat intelligence was being received and stored. It was not demonstrably feeding into security control decisions. At maturity level 3, SAMA CSF requires evidence that intelligence is 'acted upon.' Storing it is not acting on it.
The evidence gap for Domain 6 is not technical -- it is procedural. The institution needs a lightweight mechanism for recording when a threat intelligence input triggered an operational decision. A ticket, a change record, a documented exception -- any traceable link between intelligence received and control changed. Without that trail, the threat intel investment satisfies Domain 6 existence requirements and fails Domain 6 operationalization requirements.
ISO 27001 certification makes some SAMA CSF gaps harder to find, not easier
Common belief
ISO 27001-certified organizations have less work to do for SAMA CSF compliance because the foundational controls are already implemented and evidenced.
What we found
In one assessed Saudi financial institution with ISO 27001 certification and a mature security program, the SAMA CSF gap analysis found zero pre-onboarding technical assessment records for 31 active vendors with access to the institution's systems. All 31 had signed security addenda and completed questionnaires -- ISO A.15 satisfied. None had been subject to independent technical assessment before being granted system access. The internal audit team was not aware this was a gap because ISO certification reviews had not flagged it.
ISO 27001 certification provides strong foundational coverage for the majority of SAMA CSF controls. The gap is in the three domains where SAMA CSF requires something ISO 27001 does not: pre-onboarding technical vendor assessment (Domain 8), operationalized threat intelligence (Domain 6), and automated enforcement of data classification (Domain 4).
The problem is not that ISO 27001 organizations lack these controls -- some do, some do not. The problem is that ISO 27001 internal audit cycles have verified compliance against ISO criteria, not SAMA CSF criteria. When a SAMA CSF gap analysis is initiated, the starting assumption is that ISO controls are satisfied and the gap analysis needs to find what SAMA adds. That assumption is correct for the ISO-covered controls. It produces a blind spot for the SAMA-specific controls that look like they are covered by ISO equivalents but have different evidence requirements.
The Domain 8 gap is the canonical example. ISO A.15 vendor relationships and SAMA CSF 8.2.3 vendor technical assessment look adjacent. An internal auditor who has verified ISO A.15 compliance will assume Domain 8 is largely covered. The Domain 8 requirement for pre-onboarding technical assessment is not in ISO A.15. It is not something an ISO audit would verify. It will not appear in the gap analysis unless someone explicitly checks the SAMA CSF 8.2.3 requirement against actual vendor onboarding records.
What Saudi financial institutions say before the SAMA CSF gap analysis, and what the data shows
'We spent a significant budget on Splunk. The auditor keeps asking for reports it cannot easily generate. What did we buy it for?'
Root cause:Splunk generates the reports it was configured to generate. SAMA CSF maturity level evidence requirements for Domain 5 include operational records that Splunk does not produce by default: coverage reports showing which critical assets are onboarded as log sources against the SAMA-classified asset inventory, alert tuning records showing that detection logic was reviewed and customized for the institution's threat model, and threat intelligence integration records showing that intelligence inputs produced detection rule changes. These are not reports Splunk ships with -- they are operational artifacts that need to be created and maintained outside the platform and referenced in the compliance evidence package.
'We have MFA on all privileged accounts. The SAMA CSF control is covered.'
Root cause:MFA policy coverage and MFA operational effectiveness are different things. The policy covers all privileged accounts. The implementation has inactivity-based exemption logic that creates bypass conditions for dormant accounts. Assessors who verify policy documentation mark the control covered. The bypass condition exists in the implementation and does not appear in the policy document. Testing the authentication paths for dormant accounts requires hands-on verification, not documentation review.
'We subscribe to three threat intelligence feeds. Domain 6 is covered.'
Root cause:Domain 6 at maturity level 3 requires that intelligence is acted upon -- that specific threat intelligence inputs produce traceable operational responses. Subscription and ingestion satisfy Domain 6 existence requirements at maturity level 2. Operationalization evidence -- records linking intelligence received to controls changed -- is required for maturity level 3. Most institutions claim level 3 for Domain 6 and have level 2 evidence.
The SAMA CSF gaps that documentation-based assessments will not find
Cloud-native workload coverage gaps in Domain 5 monitoring controls
SAMA CSF Domain 5 monitoring controls were designed in a period when Saudi financial sector infrastructure was predominantly on-premise. Cloud adoption has accelerated, and institutions running workloads on serverless functions, containerized applications, and ephemeral compute resources have monitoring gaps that traditional SIEM-based log collection does not cover. Serverless function invocations, container orchestration events, and ephemeral compute instance lifecycle events require cloud-native monitoring configurations that are separate from the on-premise SIEM integration. Assessors who verify that a SIEM is deployed and that log sources are documented will not identify the cloud workload monitoring gap unless they specifically check cloud-native workload coverage against the SAMA-classified asset inventory.
SWIFT Customer Security Programme controls and SAMA CSF alignment
Saudi financial institutions that are SWIFT members are subject to the SWIFT Customer Security Programme (CSP) mandatory controls in addition to SAMA CSF. The two frameworks have overlapping but non-identical control sets. SWIFT CSP controls for operator authentication, secure logon procedures, and transaction activity logging have specific technical requirements that are more granular than the equivalent SAMA CSF controls. Institutions that have implemented SAMA CSF controls without separately verifying SWIFT CSP mandatory control satisfaction have a gap in their SWIFT-connected infrastructure. SAMA CSF assessors may not specifically test SWIFT CSP alignment -- but SWIFT CSP attestation requirements are independent and the gap becomes visible during SWIFT-specific review.
The maturity level evidence gap for controls claimed at level 4 and 5
Maturity level 4 (Managed) requires measurable performance indicators for control effectiveness and documented management review of those indicators. Level 5 (Optimized) requires continuous improvement evidence -- records showing that control performance measurements have driven control enhancements. In assessed institutions, controls claimed at level 4 frequently had implementation documentation but no performance measurement records. Controls claimed at level 5 had no improvement evidence trail. The assessment process downgraded these claims during evidence review. The practical consequence: an institution that claims an average maturity level of 3.5 across SAMA CSF domains based on their own assessment may receive an assessor-assigned maturity of 2.8 because level 4 and 5 claims lack the operational evidence the maturity model requires.
Where SAMA CSF enforcement and assessment practice is heading
SAMA CSF assessors will begin requiring operational evidence for Domain 6 threat intelligence -- specifically, records linking intelligence inputs to control changes -- as a mandatory element of maturity level 3 assessment within 18 months, following a pattern of institutions claiming level 3 with only subscription and ingestion evidence.
The threat intelligence operationalization gap is consistent and documented across Saudi financial sector assessments. The maturity model already requires 'acted upon' evidence at level 3. The gap between the requirement and current assessment practice is an assessor consistency problem, not a framework problem. As SAMA tightens assessment methodology -- which it has signaled through updated CSF guidance -- the operational evidence requirement will be enforced rather than accepted as documented.
Confidence: highSAMA CSF assessment findings from 2025-2026 do not show increased frequency of Domain 6 operational evidence findings, and SAMA does not update assessment guidance to specify operationalization evidence requirements.Pre-onboarding vendor technical assessment under Domain 8 will become the primary driver of SAMA CSF assessment failures for mid-market Saudi financial institutions within 24 months, as assessment methodology shifts from reviewing vendor contracts to requesting technical assessment records.
Domain 8 vendor technical assessment is the control category where the gap between ISO 27001 compliance and SAMA CSF compliance is most structural. As Saudi financial sector institutions increase vendor dependency on cloud and SaaS infrastructure, the vendor attack surface grows. SAMA has signaled increased attention to supply chain risk in updated framework guidance. Assessment failures on vendor technical assessment are currently undercounted because assessors accept contractual evidence -- that is the assumption being corrected.
Confidence: mediumSAMA CSF assessment findings from 2025-2026 show Domain 8 vendor technical assessment as a minor finding category, and assessment methodology guidance does not distinguish technical assessment from contractual due diligence.
Why automation solves the wrong half of the SAMA CSF problem
The compliance automation market has made the documentation half of SAMA CSF tractable. Generating policies, mapping controls, tracking evidence artifacts, producing audit packages -- a well-configured platform handles this reliably. The half it does not solve is the operational effectiveness verification: whether the documented controls actually work, whether classification enforcement is connected to classification labels, whether threat intelligence operationally feeds controls, whether MFA has bypass conditions that void it for the accounts most at risk. Those questions require testing, not documentation generation. My view is that Saudi financial institutions should run compliance automation for the documentation half and separate operational effectiveness testing for the control effectiveness half -- and treat these as two distinct programs with two distinct outputs. The documentation program produces the audit package. The operational testing program produces the honest security posture picture. The organizations that conflate these two produce documentation that survives assessment and environments that do not survive attacks. The counterargument is that this doubles the compliance investment -- two programs instead of one -- and that good platform configuration with active control testing integrations can close the gap. That is true for mature security programs with the engineering capacity to build and maintain those integrations. For most Saudi mid-market financial institutions, the engineering capacity to build custom operational testing workflows into a compliance platform does not exist. For those organizations, the two-program model is the realistic one: automate the documentation, test the operations separately, and do not mistake one for the other.
Counterargument
Well-configured compliance platforms with active control testing integrations can verify operational effectiveness as well as documentation compliance, eliminating the need for separate programs.
One action this week
Pull your SAMA CSF Domain 6 evidence package and look specifically for records that link a threat intelligence input to an operational security control change -- a detection rule update, a patch prioritization decision, a network block, anything traceable. If the evidence package contains your threat intel subscription documentation, SIEM ingestion records, and weekly intel report reviews but no traceable link between intelligence received and control changed, you have found the gap that assessors are beginning to enforce specifically at maturity level 3. That linkage record does not require new tooling. It requires a lightweight operational log -- a ticket, a change record, a decision note -- that connects the intelligence input to the control output. Starting that log this week puts you six months ahead of the organizations that will discover the gap during their next assessment.
Further Reading
Gap Analysis
SAMA CSF gap analysisDigital Footprint
digital footprint analysisEMEA compliance frameworks: the complete guide to GDPR, NIS2, DORA, and 40+ regional mandates
SAMA CSF gap analysis and where compliance automation falls shortNIST Cybersecurity Framework 2.0
NIST Cybersecurity FrameworkUnderstanding Compliance Gap Analysis
compliance gap analysis guideShadow IT Discovery
shadow IT and asset discovery
Frequently Asked Questions
What does a SAMA CSF gap analysis need to cover that a standard compliance audit misses?
A SAMA CSF gap analysis needs to verify operational control effectiveness, not just documentation existence. Specifically: whether data classification triggers automated enforcement workflows (not just labeling), whether threat intelligence inputs are traceable to specific control changes (not just subscribed to), whether vendor onboarding includes independent technical assessment (not just contractual clauses), and whether maturity level claims are supported by the specific evidence artifacts the SAMA CSF maturity model requires for each level.
What are the SAMA CSF maturity levels and what evidence is required at each level?
SAMA CSF uses a 1-5 maturity scale: Initial (1) -- ad hoc implementation; Developing (2) -- repeatable process; Defined (3) -- documented implementation with assigned ownership and periodic review; Managed (4) -- measurable performance indicators with management review; Optimized (5) -- continuous improvement evidence. Each level requires specific operational evidence artifacts beyond documentation. Controls claimed at level 3 require evidence of periodic review. Controls at level 4 require performance measurement records. Institutions that claim level 4 without performance metrics will be downgraded during assessment.
How does SAMA CSF Domain 8 differ from ISO 27001 vendor management requirements?
SAMA CSF Domain 8 control 8.2.3 requires documented technical assessment of vendors before onboarding -- an independent evaluation of the vendor's actual security controls. ISO 27001 Annex A.15 requires contractual security obligations and ongoing vendor management. The ISO requirement is satisfied by security clauses in contracts and vendor questionnaire responses. The SAMA CSF requirement is not satisfied by contracts alone -- it requires a technical assessment record showing that the vendor's security posture was independently evaluated before access was granted.
What evidence does SAMA CSF Domain 6 require for threat intelligence at maturity level 3?
Domain 6 at maturity level 3 requires that threat intelligence is acted upon -- specifically, records linking intelligence inputs to operational control changes: detection rules updated based on specific threat actor TTPs, patches prioritized based on specific vulnerability intelligence, network blocks or access control changes traceable to specific threat intelligence. A threat intelligence subscription, SIEM ingestion, and weekly report review satisfy Domain 6 at maturity level 2. Operationalization evidence -- the traceable link between intelligence received and control changed -- is required for level 3.
Why do organizations with ISO 27001 certification still fail SAMA CSF assessments?
ISO 27001 covers the majority of SAMA CSF controls but has three systematic gaps: it does not require pre-onboarding technical vendor assessment (Domain 8), it does not require operationalized threat intelligence with traceable control outputs (Domain 6), and it does not require automated enforcement of data classification labels (Domain 4). Internal audits using ISO criteria will mark these areas as covered by ISO equivalents. SAMA CSF assessors evaluate them against SAMA-specific requirements and find the gap.
How do dormant privileged accounts create MFA bypass conditions in SAMA CSF-compliant environments?
Most identity provider configurations use device trust registration to reduce MFA friction for known devices. Inactivity periods -- typically 90 days or more -- clear device trust registrations. A dormant privileged account whose device trust has expired will prompt for MFA re-registration on first access after the inactivity period. In some configurations, this re-registration path has weaker authentication requirements than active account MFA. The MFA policy covers all privileged accounts; the inactivity exemption logic creates a bypass for dormant accounts. Testing requires checking authentication paths for dormant credentials, not reviewing MFA policy documentation.
What is the most common SAMA CSF gap in Saudi financial institutions with automated compliance programs?
Data classification enforcement under SAMA CSF control 4.2.1 is the most consistent gap in Vulnox assessments. Classification schemes exist, data is labeled, and the control is documented as implemented. The gap is in the automated enforcement workflows that should trigger based on classification level -- encryption activation, access control tightening, DLP policy application. Classification is a documentation exercise in most institutions. The control implementation stops at labeling and does not connect to the downstream security controls the classification is supposed to activate.
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