AI Marketing Vendor Risk Register
This dataset provides a structured risk register for marketing teams to log, assess, and manage risks associated with third-party AI vendors in digital campaigns. It captures essential details for compliance, reliability, and operational risk assessment, supporting proactive risk mitigation, audit trails, and informed vendor onboarding decisions.
Sample rows
preview · 8 of 45 rows · all 21 columns| risk_idstring | risk_impactstring | risk_scoreinteger | mitigation_ownerstring | vendor_namestring | vendor_contact_namestring | vendor_contact_emailstring | campaign_namestring | risk_titlestring | risk_categorystring | risk_likelihoodstring | risk_statusstring | identified_bystring | date_identifieddate | last_reviewed_datedate | mitigation_due_datedate | compliance_requirementsstring | audit_trail_referencestring | vendor_onboarding_statusstring | risk_descriptionstring | mitigation_planstring |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RISK-7A23B1C9 | High | 16 | Legal Team | DataAI Solutions | Emily Carter | emily.carter@ | Spring Launch 2024 | GDPR Non-compliance Risk | Data Compliance | Medium | Open | Compliance Team | 2024-03-15 | 2024-04-10 | 2024-05-01 | GDPR | ATR-2024-001 | Pending | Vendor's data processing may not align with GDPR requirements, risking regulatory fines. | Conduct GDPR audit and require vendor certification. |
| RISK-8F21D7E2 | Medium | 12 | IT Ops | QuantAI Labs | Mohammed Singh | msingh@ | Summer Sale Blitz | Unscheduled Downtime | Reliability | High | In Progress | Ops Team | 2024-04-02 | 2024-04-15 | 2024-05-10 | blank | ATR-2024-005 | In Review | Vendor platform reliability is under question due to recent outages. | Set up redundancy and require incident response plan. |
| RISK-AB8C3E12 | Medium | 9 | blank | VisionaryAI | Linda Chen | linda.chen@ | Influencer Connect 2024 | ML Model Bias | Other | Medium | Open | Analytics Team | 2024-03-27 | 2024-04-05 | blank | CCPA | blank | Approved | Potential for biased ad targeting due to unbalanced training data. | blank |
| RISK-9B56E7A4 | Critical | 24 | Security Team | InsightfulAI | Carlos Romero | c.romero@ | Brand Awareness Q2 | Sensitive Data Exposure | Security | High | Mitigated | Security Team | 2024-02-20 | 2024-03-10 | 2024-03-30 | GDPR, CCPA | ATR-2024-009 | Approved | Risk of exposure of user PII due to weak encryption practices. | Enforce strong encryption and conduct penetration testing. |
| RISK-57B2C1F3 | Critical | 20 | Risk Management | AdFutura | Lisa Martin | lisa.m@ | Product Demo Series | Vendor Data Breach History | Security | Medium | Accepted | Marketing Ops | 2024-01-25 | 2024-03-01 | 2024-03-10 | GDPR | ATR-2024-012 | Approved | Previous breach incident raises concerns over vendor data handling. | Require breach notification and incident response commitments. |
| RISK-C8D4B7E6 | High | 10 | Compliance Team | PredictiveFlow | Nina Patel | n.patel@ | Lead Nurture 2024 | HIPAA Compliance Gap | Data Compliance | Low | Open | Legal Team | 2024-03-11 | 2024-03-20 | 2024-04-10 | HIPAA | ATR-2024-014 | Pending | AI vendor's platform does not fully meet HIPAA requirements for healthcare data. | Request HIPAA attestation and audit vendor controls. |
| RISK-3E7F1B92 | Medium | 9 | blank | AI Marketing Cloud | Tom Becker | tom.becker@ | Customer Loyalty Push | Unclear Data Ownership | Privacy | Medium | Open | Legal Team | 2024-02-28 | 2024-03-15 | blank | GDPR | ATR-2024-018 | In Review | Contract terms on data ownership are ambiguous, risking disputes. | blank |
| RISK-4A1C9F85 | High | 20 | Ops Team | NeuralEdge | Sarah Kim | s.kim@ | Holiday Promo 2023 | Operational Downtime Risk | Operational Disruption | High | In Progress | Ops Team | 2023-12-10 | 2023-12-20 | 2024-01-05 | blank | ATR-2023-022 | Approved | Unexpected system downtime during high-traffic campaign periods. | Implement service level agreement for uptime. |
| RISK-65F2E9D1 | Medium | 9 | IT Security | SmartAd AI | James O'Donnell | j.odonnell@ | Winter Retargeting | Data Residency Uncertainty | Data Compliance | Medium | Open | Compliance Team | 2024-01-15 | 2024-02-01 | 2024-02-20 | GDPR, CCPA | blank | Pending | No clarity on location of stored campaign data, risking compliance issues. | Request data residency documentation. |
| RISK-5B7A1D3C | Medium | 9 | blank | AdFutura | Lisa Martin | lisa.m@ | Product Demo Series | AI Output Inaccuracy | Reliability | Medium | Open | Analytics Team | 2024-02-10 | 2024-02-20 | blank | blank | blank | Approved | Risk of campaign mis-targeting due to inaccurate AI model predictions. | blank |
| RISK-7C9D5F17 | High | 20 | Legal Team | DataAI Solutions | Emily Carter | emily.carter@ | Spring Launch 2024 | Third-Party Data Sharing | Privacy | High | Mitigated | Privacy Review | 2024-03-18 | 2024-04-01 | 2024-04-20 | GDPR | ATR-2024-027 | In Review | Vendor shares data with unlisted sub-processors, risking privacy breaches. | Add restrictions in contract and monitor sub-processor list. |
| RISK-E5F3C7A1 | High | 16 | Analytics Team | PredictiveFlow | Nina Patel | n.patel@ | Lead Nurture 2024 | AI Model Drift | Reliability | Medium | In Progress | Analytics Team | 2024-03-20 | 2024-03-30 | 2024-04-15 | blank | ATR-2024-031 | Approved | Model accuracy degrades over time, impacting campaign performance. | Schedule periodic model retraining. |
| RISK-8D2F3A61 | High | 16 | IT Security | SmartAd AI | James O'Donnell | j.odonnell@ | Winter Retargeting | Unauthorized Data Access | Security | Medium | Open | IT Security | 2024-01-22 | 2024-02-10 | 2024-02-28 | GDPR | ATR-2024-036 | Pending | Potential for unauthorized access due to weak API authentication. | Upgrade authentication protocols and audit API access logs. |
| RISK-B2C6E8D4 | Medium | 4 | Ops Team | NeuralEdge | Sarah Kim | s.kim@ | Holiday Promo 2023 | Delayed Campaign Reporting | Operational Disruption | Low | Closed | Marketing Ops | 2023-12-15 | 2024-01-05 | 2024-01-10 | blank | ATR-2023-041 | Approved | Vendor's slow reporting affects campaign optimization. | Set reporting SLAs and monitor compliance. |
| RISK-7E1D4C8B | Medium | 4 | Legal Team | VisionaryAI | Linda Chen | linda.chen@ | Influencer Connect 2024 | Privacy Policy Gaps | Privacy | Low | Open | Privacy Review | 2024-04-02 | 2024-04-10 | 2024-04-20 | GDPR, CCPA | ATR-2024-046 | In Review | Vendor privacy policy lacks clarity on opt-out mechanisms. | Require privacy policy update with clear opt-out. |
| RISK-2D9B1E37 | Medium | 9 | blank | QuantAI Labs | Mohammed Singh | msingh@ | Summer Sale Blitz | Model Explainability Risk | Other | Medium | Accepted | Analytics Team | 2024-04-07 | 2024-04-15 | blank | blank | blank | Approved | Vendor unable to provide clear explanations for AI model decisions. | blank |
| RISK-6B1E4A92 | Critical | 24 | IT Security | AI Marketing Cloud | Tom Becker | tom.becker@ | Customer Loyalty Push | Unencrypted Data Transfer | Security | High | Mitigated | IT Security | 2024-02-28 | 2024-03-15 | 2024-03-20 | GDPR | ATR-2024-052 | In Review | Vendor transmits campaign data via unencrypted channels. | Mandate encrypted data transfer protocols. |
| RISK-8A3F5C1D | Medium | 9 | blank | InsightfulAI | Carlos Romero | c.romero@ | Brand Awareness Q2 | Incorrect Data Mapping | Reliability | Medium | Open | Analytics Team | 2024-02-27 | 2024-03-10 | blank | blank | blank | Pending | Vendor system maps user attributes incorrectly, risking targeting errors. | blank |
| RISK-9C2E1D47 | Medium | 9 | Ops Team | PredictiveFlow | Nina Patel | n.patel@ | Lead Nurture 2024 | Delayed Mitigation Action | Operational Disruption | Medium | In Progress | Ops Team | 2024-03-19 | 2024-03-30 | 2024-04-10 | blank | ATR-2024-059 | In Review | Slow response to identified risks delays campaign execution. | Set escalation procedures for risk mitigation. |
| RISK-2A7E4D1B | High | 16 | Legal Team | VisionaryAI | Linda Chen | linda.chen@ | Influencer Connect 2024 | CCPA Violation Risk | Data Compliance | Medium | Open | Compliance Team | 2024-04-04 | 2024-04-10 | 2024-04-30 | CCPA | ATR-2024-062 | Pending | Vendor's ad targeting may not comply with CCPA opt-out requirements. | Audit ad targeting processes and require CCPA compliance statement. |
What the 45 rows show
from the 45-row sampleMedium (risk impact) stands out: mean risk_
- 9median risk_
score - 3risk likelihoods
- 4vendor onboarding statuses
- 6risk categories
- 6risk statuses
- 6compliance requirementses
Median 9, from 4 to 24.
- string 17
- integer 1
- date 3
Columns
21 columns in three groups| column | type | description | example |
|---|---|---|---|
| Text 17 columns | |||
risk_id | string | Unique identifier for each risk entry in the registerunique | RISK-7A23B1C9 |
vendor_name | string | Name of the third-party AI vendor | DataAI Solutions |
vendor_contact_name | string | Primary contact person at the vendoroptional | Emily Carter |
vendor_contact_email | string | Email address of the vendor contactoptional | msingh@ |
campaign_name | string | Name of the marketing campaign associated with the vendor risk | Spring Launch 2024 |
risk_title | string | Short, descriptive title for the identified risk | GDPR Non-compliance Risk |
risk_description | string | Detailed description of the risk, including context and potential impact | Vendor's data processing … |
risk_category | string | Category of risk (e.g., Data Compliance, Reliability, Operational Disruption, Security, Privacy)6 values | Data Compliance |
risk_likelihood | string | Estimated likelihood of the risk occurringLow · Medium · High | Medium |
risk_impact | string | Estimated impact if the risk materializesLow · Medium · High · Critical | High |
risk_status | string | Current status of the risk (e.g., Open, In Progress, Mitigated, Accepted, Rejected, Closed)6 values | Open |
identified_by | string | Name of the person or team who identified the risk | Compliance Team |
mitigation_plan | string | Description of the mitigation plan or actions taken to address the riskoptional | Conduct GDPR audit and re… |
mitigation_owner | string | Person or team responsible for implementing the mitigation plan12 owners · optional | Legal Team |
compliance_requirements | string | Relevant compliance standards or regulations (e.g., GDPR, CCPA, HIPAA) applicable to the risk6 requirementses · optional | GDPR |
audit_trail_reference | string | Reference to supporting documents or audit logs related to the riskoptional | ATR-2024-001 |
vendor_onboarding_status | string | Current onboarding status of the vendor (e.g., Pending, Approved, Rejected, In Review)Pending · Approved · Rejected · In Review · optional | Pending |
| Numbers 1 column | |||
risk_score | integer | Numerical score representing overall risk (e.g., 1-25, calculated from likelihood and impact)1 to 25 | 16 |
| Dates and times 3 columns | |||
date_identified | date | Date the risk was first identified | 2024-03-15 |
last_reviewed_date | date | Date the risk was last reviewed or updatedoptional | 2024-04-10 |
mitigation_due_date | date | Deadline for completing the mitigation planoptional | 2024-05-01 |
Use it for
A marketing dashboard
Risk_
score by risk_ impact and a breakdown of mitigation_ owner. Excel, Power BI or Tableau. Why do the 24 Medium rows have a mean risk_
score of 7.9? A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
- Risks45RISK-7A23B1C916HighRISK-8F21D7E212MediumRISK-AB8C3E129Medium
A software demo
Believable risks with vendor_
name, vendor_ contact_ name and vendor_ contact_ email to fill a screen in front of a buyer.
blueprint · ai-marketing-vendor-risk-register
Behind this dataset
Same schema. As many rows as you need.
These 45 rows came out of a blueprint — 21 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.
- Each entry must represent a unique AI vendor used in one or more campaigns.
- Risk level is categorized as Low, Medium, or High based on predefined criteria (compliance, uptime history, data residency).
- Records must include last assessed date and current mitigation actions.
- Vendors flagged with ‘High’ risk require a documented follow-up within 30 days.
- Compliance notes field must be updated after any major policy or contract revision.
1 credit per row. New accounts start with 25 free credits.
- Exports
- CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
- Licence
- yours to use, including commercially
- API slug
- ai-marketing-vendor-risk-register