{"success":true,"filters":{"role":null,"firstWedge":null,"severity":null,"status":null,"search":null},"summary":{"profiles":15,"firstWedgeRole":"support","signals":60,"critical":30,"high":30,"managerOutputs":60},"profiles":[{"id":"misuse-reporting-support","role":"support","roleLabel":"Support","productLine":"AIducation for Support","firstWedge":true,"reportCenterName":"Support AI Misuse Reporting","owner":"Security, compliance, and department manager","intakeRoute":"/admin/enterprise/audit","responseSla":"Same business day during pilot","signals":[{"id":"support-misuse-1","signal":"Support learner pastes sensitive data into an unapproved AI tool","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"support-misuse-2","signal":"Support learner forwards AI output without verification or source evidence","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."},{"id":"support-misuse-3","signal":"Support workflow automates a decision that requires human approval","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"support-misuse-4","signal":"Support artifact includes unsupported claims, citations, calculations, or policy promises","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."}],"requiredReportFields":["Role and department","AI tool and approval status","Prompt and output","Data class involved","Workflow or scenario link","Business impact and external exposure","Manager or compliance owner"],"escalationRules":["Critical reports notify compliance and security immediately.","High-severity reports require manager review before the learner resumes the workflow.","Repeated medium reports create a coaching action in the manager report.","Reports involving restricted tools attach approved-tool catalog evidence."],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link","Approved tool catalog version","Prompt and workflow library version","Manager action and export timestamp","Support Company AI Academy launch configuration","Misuse report intake timestamp","Severity and triage decision","Manager or compliance action","Remediation mission completion"],"managerOutputs":["Risk summary for the learner and team","Recommended remediation mission","Policy section to review","Evidence packet for audit export"]},{"id":"misuse-reporting-sales","role":"sales","roleLabel":"Sales","productLine":"AIducation for Sales","firstWedge":false,"reportCenterName":"Sales AI Misuse Reporting","owner":"Security, compliance, and department manager","intakeRoute":"/admin/enterprise/audit","responseSla":"Two business days","signals":[{"id":"sales-misuse-1","signal":"Sales learner pastes sensitive data into an unapproved AI tool","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"sales-misuse-2","signal":"Sales learner forwards AI output without verification or source evidence","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."},{"id":"sales-misuse-3","signal":"Sales workflow automates a decision that requires human approval","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"sales-misuse-4","signal":"Sales artifact includes unsupported claims, citations, calculations, or policy promises","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."}],"requiredReportFields":["Role and department","AI tool and approval status","Prompt and output","Data class involved","Workflow or scenario link","Business impact and external exposure","Manager or compliance owner"],"escalationRules":["Critical reports notify compliance and security immediately.","High-severity reports require manager review before the learner resumes the workflow.","Repeated medium reports create a coaching action in the manager report.","Reports involving restricted tools attach approved-tool catalog evidence."],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link","Approved tool catalog version","Prompt and workflow library version","Manager action and export timestamp","Sales Company AI Academy launch configuration","Misuse report intake timestamp","Severity and triage decision","Manager or compliance action","Remediation mission completion"],"managerOutputs":["Risk summary for the learner and team","Recommended remediation mission","Policy section to review","Evidence packet for audit export"]},{"id":"misuse-reporting-marketing","role":"marketing","roleLabel":"Marketing","productLine":"AIducation for Marketing","firstWedge":false,"reportCenterName":"Marketing AI Misuse Reporting","owner":"Security, compliance, and department manager","intakeRoute":"/admin/enterprise/audit","responseSla":"Two business days","signals":[{"id":"marketing-misuse-1","signal":"Marketing learner pastes sensitive data into an unapproved AI tool","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"marketing-misuse-2","signal":"Marketing learner forwards AI output without verification or source evidence","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."},{"id":"marketing-misuse-3","signal":"Marketing workflow automates a decision that requires human approval","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"marketing-misuse-4","signal":"Marketing artifact includes unsupported claims, citations, calculations, or policy promises","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."}],"requiredReportFields":["Role and department","AI tool and approval status","Prompt and output","Data class involved","Workflow or scenario link","Business impact and external exposure","Manager or compliance owner"],"escalationRules":["Critical reports notify compliance and security immediately.","High-severity reports require manager review before the learner resumes the workflow.","Repeated medium reports create a coaching action in the manager report.","Reports involving restricted tools attach approved-tool catalog evidence."],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link","Approved tool catalog version","Prompt and workflow library version","Manager action and export timestamp","Marketing Company AI Academy launch configuration","Misuse report intake timestamp","Severity and triage decision","Manager or compliance action","Remediation mission completion"],"managerOutputs":["Risk summary for the learner and team","Recommended remediation mission","Policy section to review","Evidence packet for audit export"]},{"id":"misuse-reporting-hr","role":"hr","roleLabel":"HR","productLine":"AIducation for HR","firstWedge":false,"reportCenterName":"HR AI Misuse Reporting","owner":"Security, compliance, and department manager","intakeRoute":"/admin/enterprise/audit","responseSla":"Two business days","signals":[{"id":"hr-misuse-1","signal":"HR learner pastes sensitive data into an unapproved AI tool","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"hr-misuse-2","signal":"HR learner forwards AI output without verification or source evidence","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."},{"id":"hr-misuse-3","signal":"HR workflow automates a decision that requires human approval","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"hr-misuse-4","signal":"HR artifact includes unsupported claims, citations, calculations, or policy promises","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."}],"requiredReportFields":["Role and department","AI tool and approval status","Prompt and output","Data class involved","Workflow or scenario link","Business impact and external exposure","Manager or compliance owner"],"escalationRules":["Critical reports notify compliance and security immediately.","High-severity reports require manager review before the learner resumes the workflow.","Repeated medium reports create a coaching action in the manager report.","Reports involving restricted tools attach approved-tool catalog evidence."],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link","Approved tool catalog version","Prompt and workflow library version","Manager action and export timestamp","HR Company AI Academy launch configuration","Misuse report intake timestamp","Severity and triage decision","Manager or compliance action","Remediation mission completion"],"managerOutputs":["Risk summary for the learner and team","Recommended remediation mission","Policy section to review","Evidence packet for audit export"]},{"id":"misuse-reporting-finance","role":"finance","roleLabel":"Finance","productLine":"AIducation for Finance","firstWedge":false,"reportCenterName":"Finance AI Misuse Reporting","owner":"Security, compliance, and department manager","intakeRoute":"/admin/enterprise/audit","responseSla":"Two business days","signals":[{"id":"finance-misuse-1","signal":"Finance learner pastes sensitive data into an unapproved AI tool","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"finance-misuse-2","signal":"Finance learner forwards AI output without verification or source evidence","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."},{"id":"finance-misuse-3","signal":"Finance workflow automates a decision that requires human approval","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"finance-misuse-4","signal":"Finance artifact includes unsupported claims, citations, calculations, or policy promises","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."}],"requiredReportFields":["Role and department","AI tool and approval status","Prompt and output","Data class involved","Workflow or scenario link","Business impact and external exposure","Manager or compliance owner"],"escalationRules":["Critical reports notify compliance and security immediately.","High-severity reports require manager review before the learner resumes the workflow.","Repeated medium reports create a coaching action in the manager report.","Reports involving restricted tools attach approved-tool catalog evidence."],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link","Approved tool catalog version","Prompt and workflow library version","Manager action and export timestamp","Finance Company AI Academy launch configuration","Misuse report intake timestamp","Severity and triage decision","Manager or compliance action","Remediation mission completion"],"managerOutputs":["Risk summary for the learner and team","Recommended remediation mission","Policy section to review","Evidence packet for audit export"]},{"id":"misuse-reporting-engineering","role":"engineering","roleLabel":"Engineering","productLine":"AIducation for Engineering","firstWedge":false,"reportCenterName":"Engineering AI Misuse Reporting","owner":"Security, compliance, and department manager","intakeRoute":"/admin/enterprise/audit","responseSla":"Two business days","signals":[{"id":"engineering-misuse-1","signal":"Engineering learner pastes sensitive data into an unapproved AI tool","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"engineering-misuse-2","signal":"Engineering learner forwards AI output without verification or source evidence","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."},{"id":"engineering-misuse-3","signal":"Engineering workflow automates a decision that requires human approval","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"engineering-misuse-4","signal":"Engineering artifact includes unsupported claims, citations, calculations, or policy promises","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."}],"requiredReportFields":["Role and department","AI tool and approval status","Prompt and output","Data class involved","Workflow or scenario link","Business impact and external exposure","Manager or compliance owner"],"escalationRules":["Critical reports notify compliance and security immediately.","High-severity reports require manager review before the learner resumes the workflow.","Repeated medium reports create a coaching action in the manager report.","Reports involving restricted tools attach approved-tool catalog evidence."],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link","Approved tool catalog version","Prompt and workflow library version","Manager action and export timestamp","Engineering Company AI Academy launch configuration","Misuse report intake timestamp","Severity and triage decision","Manager or compliance action","Remediation mission completion"],"managerOutputs":["Risk summary for the learner and team","Recommended remediation mission","Policy section to review","Evidence packet for audit export"]},{"id":"misuse-reporting-product","role":"product","roleLabel":"Product","productLine":"AIducation for Product Managers","firstWedge":false,"reportCenterName":"Product AI Misuse Reporting","owner":"Security, compliance, and department manager","intakeRoute":"/admin/enterprise/audit","responseSla":"Two business days","signals":[{"id":"product-misuse-1","signal":"Product learner pastes sensitive data into an unapproved AI tool","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"product-misuse-2","signal":"Product learner forwards AI output without verification or source evidence","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."},{"id":"product-misuse-3","signal":"Product workflow automates a decision that requires human approval","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"product-misuse-4","signal":"Product artifact includes unsupported claims, citations, calculations, or policy promises","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."}],"requiredReportFields":["Role and department","AI tool and approval status","Prompt and output","Data class involved","Workflow or scenario link","Business impact and external exposure","Manager or compliance owner"],"escalationRules":["Critical reports notify compliance and security immediately.","High-severity reports require manager review before the learner resumes the workflow.","Repeated medium reports create a coaching action in the manager report.","Reports involving restricted tools attach approved-tool catalog evidence."],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link","Approved tool catalog version","Prompt and workflow library version","Manager action and export timestamp","Product Company AI Academy launch configuration","Misuse report intake timestamp","Severity and triage decision","Manager or compliance action","Remediation mission completion"],"managerOutputs":["Risk summary for the learner and team","Recommended remediation mission","Policy section to review","Evidence packet for audit export"]},{"id":"misuse-reporting-executives","role":"executives","roleLabel":"Executives","productLine":"AIducation for Executives","firstWedge":false,"reportCenterName":"Executives AI Misuse Reporting","owner":"Security, compliance, and department manager","intakeRoute":"/admin/enterprise/audit","responseSla":"Two business days","signals":[{"id":"executives-misuse-1","signal":"Executives learner pastes sensitive data into an unapproved AI tool","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"executives-misuse-2","signal":"Executives learner forwards AI output without verification or source evidence","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."},{"id":"executives-misuse-3","signal":"Executives workflow automates a decision that requires human approval","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"executives-misuse-4","signal":"Executives artifact includes unsupported claims, citations, calculations, or policy promises","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."}],"requiredReportFields":["Role and department","AI tool and approval status","Prompt and output","Data class involved","Workflow or scenario link","Business impact and external exposure","Manager or compliance owner"],"escalationRules":["Critical reports notify compliance and security immediately.","High-severity reports require manager review before the learner resumes the workflow.","Repeated medium reports create a coaching action in the manager report.","Reports involving restricted tools attach approved-tool catalog evidence."],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link","Approved tool catalog version","Prompt and workflow library version","Manager action and export timestamp","Executives Company AI Academy launch configuration","Misuse report intake timestamp","Severity and triage decision","Manager or compliance action","Remediation mission completion"],"managerOutputs":["Risk summary for the learner and team","Recommended remediation mission","Policy section to review","Evidence packet for audit export"]},{"id":"misuse-reporting-operations","role":"operations","roleLabel":"Operations","productLine":"AIducation for Operations","firstWedge":false,"reportCenterName":"Operations AI Misuse Reporting","owner":"Security, compliance, and department manager","intakeRoute":"/admin/enterprise/audit","responseSla":"Two business days","signals":[{"id":"operations-misuse-1","signal":"Operations learner pastes sensitive data into an unapproved AI tool","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"operations-misuse-2","signal":"Operations learner forwards AI output without verification or source evidence","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."},{"id":"operations-misuse-3","signal":"Operations workflow automates a decision that requires human approval","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"operations-misuse-4","signal":"Operations artifact includes unsupported claims, citations, calculations, or policy promises","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."}],"requiredReportFields":["Role and department","AI tool and approval status","Prompt and output","Data class involved","Workflow or scenario link","Business impact and external exposure","Manager or compliance owner"],"escalationRules":["Critical reports notify compliance and security immediately.","High-severity reports require manager review before the learner resumes the workflow.","Repeated medium reports create a coaching action in the manager report.","Reports involving restricted tools attach approved-tool catalog evidence."],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link","Approved tool catalog version","Prompt and workflow library version","Manager action and export timestamp","Operations Company AI Academy launch configuration","Misuse report intake timestamp","Severity and triage decision","Manager or compliance action","Remediation mission completion"],"managerOutputs":["Risk summary for the learner and team","Recommended remediation mission","Policy section to review","Evidence packet for audit export"]},{"id":"misuse-reporting-students","role":"students","roleLabel":"Students","productLine":"AIducation for Students","firstWedge":false,"reportCenterName":"Students AI Misuse Reporting","owner":"Security, compliance, and department manager","intakeRoute":"/admin/enterprise/audit","responseSla":"Two business days","signals":[{"id":"students-misuse-1","signal":"Students learner pastes sensitive data into an unapproved AI tool","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"students-misuse-2","signal":"Students learner forwards AI output without verification or source evidence","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."},{"id":"students-misuse-3","signal":"Students workflow automates a decision that requires human approval","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"students-misuse-4","signal":"Students artifact includes unsupported claims, citations, calculations, or policy promises","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."}],"requiredReportFields":["Role and department","AI tool and approval status","Prompt and output","Data class involved","Workflow or scenario link","Business impact and external exposure","Manager or compliance owner"],"escalationRules":["Critical reports notify compliance and security immediately.","High-severity reports require manager review before the learner resumes the workflow.","Repeated medium reports create a coaching action in the manager report.","Reports involving restricted tools attach approved-tool catalog evidence."],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link","Approved tool catalog version","Prompt and workflow library version","Manager action and export timestamp","Students Company AI Academy launch configuration","Misuse report intake timestamp","Severity and triage decision","Manager or compliance action","Remediation mission completion"],"managerOutputs":["Risk summary for the learner and team","Recommended remediation mission","Policy section to review","Evidence packet for audit export"]},{"id":"misuse-reporting-teachers","role":"teachers","roleLabel":"Teachers","productLine":"AIducation for Teachers","firstWedge":false,"reportCenterName":"Teachers AI Misuse Reporting","owner":"Security, compliance, and department manager","intakeRoute":"/admin/enterprise/audit","responseSla":"Two business days","signals":[{"id":"teachers-misuse-1","signal":"Teachers learner pastes sensitive data into an unapproved AI tool","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"teachers-misuse-2","signal":"Teachers learner forwards AI output without verification or source evidence","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."},{"id":"teachers-misuse-3","signal":"Teachers workflow automates a decision that requires human approval","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"teachers-misuse-4","signal":"Teachers artifact includes unsupported claims, citations, calculations, or policy promises","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."}],"requiredReportFields":["Role and department","AI tool and approval status","Prompt and output","Data class involved","Workflow or scenario link","Business impact and external exposure","Manager or compliance owner"],"escalationRules":["Critical reports notify compliance and security immediately.","High-severity reports require manager review before the learner resumes the workflow.","Repeated medium reports create a coaching action in the manager report.","Reports involving restricted tools attach approved-tool catalog evidence."],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link","Approved tool catalog version","Prompt and workflow library version","Manager action and export timestamp","Teachers Company AI Academy launch configuration","Misuse report intake timestamp","Severity and triage decision","Manager or compliance action","Remediation mission completion"],"managerOutputs":["Risk summary for the learner and team","Recommended remediation mission","Policy section to review","Evidence packet for audit export"]},{"id":"misuse-reporting-government","role":"government","roleLabel":"Government","productLine":"AIducation for Government","firstWedge":false,"reportCenterName":"Government AI Misuse Reporting","owner":"Security, compliance, and department manager","intakeRoute":"/admin/enterprise/audit","responseSla":"Two business days","signals":[{"id":"government-misuse-1","signal":"Government learner pastes sensitive data into an unapproved AI tool","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"government-misuse-2","signal":"Government learner forwards AI output without verification or source evidence","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."},{"id":"government-misuse-3","signal":"Government workflow automates a decision that requires human approval","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"government-misuse-4","signal":"Government artifact includes unsupported claims, citations, calculations, or policy promises","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."}],"requiredReportFields":["Role and department","AI tool and approval status","Prompt and output","Data class involved","Workflow or scenario link","Business impact and external exposure","Manager or compliance owner"],"escalationRules":["Critical reports notify compliance and security 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export"]},{"id":"misuse-reporting-healthcare-admin","role":"healthcare-admin","roleLabel":"Healthcare Admin","productLine":"AIducation for Healthcare Admin","firstWedge":false,"reportCenterName":"Healthcare Admin AI Misuse Reporting","owner":"Security, compliance, and department manager","intakeRoute":"/admin/enterprise/audit","responseSla":"Two business days","signals":[{"id":"healthcare-admin-misuse-1","signal":"Healthcare Admin learner pastes sensitive data into an unapproved AI tool","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"healthcare-admin-misuse-2","signal":"Healthcare Admin learner forwards AI output without verification or source evidence","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."},{"id":"healthcare-admin-misuse-3","signal":"Healthcare Admin workflow automates a decision that requires human approval","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"healthcare-admin-misuse-4","signal":"Healthcare Admin artifact includes unsupported claims, citations, calculations, or policy promises","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."}],"requiredReportFields":["Role and department","AI tool and approval status","Prompt and output","Data class involved","Workflow or scenario link","Business impact and external exposure","Manager or compliance owner"],"escalationRules":["Critical reports notify compliance and security immediately.","High-severity reports require manager review before the learner resumes the workflow.","Repeated medium reports create a coaching action in the manager report.","Reports involving restricted tools attach approved-tool catalog evidence."],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link","Approved tool catalog version","Prompt and workflow library version","Manager action and export timestamp","Healthcare Admin Company AI Academy launch configuration","Misuse report intake timestamp","Severity and triage decision","Manager or compliance action","Remediation mission completion"],"managerOutputs":["Risk summary for the learner and team","Recommended remediation mission","Policy section to review","Evidence packet for audit export"]},{"id":"misuse-reporting-legal","role":"legal","roleLabel":"Legal","productLine":"AIducation for Legal Teams","firstWedge":false,"reportCenterName":"Legal AI Misuse Reporting","owner":"Security, compliance, and department manager","intakeRoute":"/admin/enterprise/audit","responseSla":"Two business days","signals":[{"id":"legal-misuse-1","signal":"Legal learner pastes sensitive data into an unapproved AI tool","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"legal-misuse-2","signal":"Legal learner forwards AI output without verification or source evidence","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."},{"id":"legal-misuse-3","signal":"Legal workflow automates a decision that requires human approval","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"legal-misuse-4","signal":"Legal artifact includes unsupported claims, citations, calculations, or policy promises","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."}],"requiredReportFields":["Role and department","AI tool and approval status","Prompt and output","Data class involved","Workflow or scenario link","Business impact and external exposure","Manager or compliance owner"],"escalationRules":["Critical reports notify compliance and security immediately.","High-severity reports require manager review before the learner resumes the workflow.","Repeated medium reports create a coaching action in the manager report.","Reports involving restricted tools attach approved-tool catalog evidence."],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link","Approved tool catalog version","Prompt and workflow library version","Manager action and export timestamp","Legal Company AI Academy launch configuration","Misuse report intake timestamp","Severity and triage decision","Manager or compliance action","Remediation mission completion"],"managerOutputs":["Risk summary for the learner and team","Recommended remediation mission","Policy section to review","Evidence packet for audit export"]},{"id":"misuse-reporting-small-business","role":"small-business","roleLabel":"Small Business","productLine":"AIducation for Small Businesses","firstWedge":false,"reportCenterName":"Small Business AI Misuse Reporting","owner":"Security, compliance, and department manager","intakeRoute":"/admin/enterprise/audit","responseSla":"Two business days","signals":[{"id":"small-business-misuse-1","signal":"Small Business learner pastes sensitive data into an unapproved AI tool","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"small-business-misuse-2","signal":"Small Business learner forwards AI output without verification or source evidence","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."},{"id":"small-business-misuse-3","signal":"Small Business workflow automates a decision that requires human approval","severity":"critical","status":"compliance_review","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Pause the workflow, notify compliance, and assign a policy retraining mission."},{"id":"small-business-misuse-4","signal":"Small Business artifact includes unsupported claims, citations, calculations, or policy promises","severity":"high","status":"triage_required","evidenceRequired":["Prompt, output, tool, and workflow context","Learner, role, team, and manager","Linked scenario, rubric result, and tool catalog status","Data class, source material, and external sharing state"],"triageSteps":["Capture the prompt, output, tool, workflow, and learner context.","Classify whether the issue is data exposure, hallucination, automation risk, policy bypass, or unsupported claim.","Notify the manager or compliance owner with the linked scenario, rubric result, and recommended coaching action."],"coachingAction":"Assign manager review, verification practice, and a corrected artifact."}],"requiredReportFields":["Role and department","AI tool and approval status","Prompt and output","Data class involved","Workflow or scenario link","Business impact and external exposure","Manager or compliance owner"],"escalationRules":["Critical reports notify compliance and security immediately.","High-severity reports require manager review before the learner resumes the workflow.","Repeated medium reports create a coaching action in the manager report.","Reports involving restricted tools attach approved-tool catalog evidence."],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link","Approved tool catalog version","Prompt and workflow library version","Manager action and export timestamp","Small Business Company AI Academy launch configuration","Misuse report intake timestamp","Severity and triage decision","Manager or compliance action","Remediation mission completion"],"managerOutputs":["Risk summary for the learner and team","Recommended remediation mission","Policy section to review","Evidence packet for audit export"]}]}