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ଆପଣଙ୍କ ଗ୍ରାହକ AI ବ୍ୟବହାର କଲେ, what should you ଅଡିଟ୍?

Map AI risks to SA 315 risk-assessment ପ୍ରକ୍ରିୟା. 15 ପ୍ରଶ୍ନ across 5 categories, model, data, operational, ଅନୁପାଳନ, financial statement impact.

ଗ୍ରାହକ AI ପ୍ରୋଫାଇଲ
Risk assessment, 15 ପ୍ରଶ୍ନ
ପ୍ରତ୍ୟେକ ଝୁଁକି ଉପାଦାନ ମୂଲ୍ୟ ଦିଅନ୍ତୁ: 1 (ଅଳ୍ପ ଝୁଁକି) ଠାରୁ 5 (ଅଧିକ ଝୁଁକି)
Model Risk
ହାରାହାରି 3/5
1. Is the AI model a black box (unexplainable)?3/5
ଅଳ୍ପ ଝୁଁକିଅଧିକ ଝୁଁକି
2. How frequently is the model retrained/updated?3/5
ଅଳ୍ପ ଝୁଁକିଅଧିକ ଝୁଁକି
3. Has the model been independently validated?3/5
ଅଳ୍ପ ଝୁଁକିଅଧିକ ଝୁଁକି
Data Risk
ହାରାହାରି 3/5
1. Is the training data biased or unrepresentative?3/5
ଅଳ୍ପ ଝୁଁକିଅଧିକ ଝୁଁକି
2. Are data inputs validated before feeding the model?3/5
ଅଳ୍ପ ଝୁଁକିଅଧିକ ଝୁଁକି
3. Is there proper data governance (lineage, quality, access)?3/5
ଅଳ୍ପ ଝୁଁକିଅଧିକ ଝୁଁକି
Operational Risk
ହାରାହାରି 3/5
1. Is there human oversight of AI decisions?3/5
ଅଳ୍ପ ଝୁଁକିଅଧିକ ଝୁଁକି
2. Are there fallback procedures if the AI system fails?3/5
ଅଳ୍ପ ଝୁଁକିଅଧିକ ଝୁଁକି
3. Is there monitoring for model drift or degradation?3/5
ଅଳ୍ପ ଝୁଁକିଅଧିକ ଝୁଁକି
Compliance & Regulatory Risk
ହାରାହାରି 3/5
1. Does the AI system comply with applicable regulations (RBI, SEBI, etc.)?3/5
ଅଳ୍ପ ଝୁଁକିଅଧିକ ଝୁଁକି
2. Is there documentation of the AI system's design and operation?3/5
ଅଳ୍ପ ଝୁଁକିଅଧିକ ଝୁଁକି
3. Are there ethical guidelines for AI use?3/5
ଅଳ୍ପ ଝୁଁକିଅଧିକ ଝୁଁକି
Financial Statement Impact
ହାରାହାରି 3/5
1. Could AI errors materially affect financial statements?3/5
ଅଳ୍ପ ଝୁଁକିଅଧିକ ଝୁଁକି
2. Are AI-derived estimates (provisions, valuations) material?3/5
ଅଳ୍ପ ଝୁଁକିଅଧିକ ଝୁଁକି
3. Is the AI system part of the client's internal controls?3/5
ଅଳ୍ପ ଝୁଁକିଅଧିକ ଝୁଁକି
ସାମଗ୍ରିକ ଝୁଁକି ସ୍କୋର
3
5.0 ର ବାହାରୁ
ଝୁଁକି ମୂଲ୍ୟାୟନ
High
ଅଧିକ ଝୁଁକି ବର୍ଗ
0
ଝୁଁକି ଉଷ୍ମ-ମାନଚିତ୍ର
Model Risk3/5 · High
Data Risk3/5 · High
Operational Risk3/5 · High
Compliance & Regulatory Risk3/5 · High
Financial Statement Impact3/5 · High
ଅଳ୍ପ (≤2)ମଧ୍ୟମ (2–3.5)ଅଧିକ (>3.5)
Recommended ଅଡିଟ୍ ପ୍ରକ୍ରିୟା
Model RiskHigh ଝୁଁକି
  • Test model outputs against manual calculations
  • Review model validation reports and methodology
  • Assess explainability documentation and audit trail
Data RiskHigh ଝୁଁକି
  • Test input controls and data validation procedures
  • Verify data completeness and representativeness
  • Review data governance framework and access controls
Operational RiskHigh ଝୁଁକି
  • Test override controls and human review procedures
  • Review incident logs and business continuity plans
  • Evaluate model monitoring and alerting mechanisms
Compliance & Regulatory RiskHigh ଝୁଁକି
  • Review regulatory filings and compliance certifications
  • Test compliance monitoring procedures
  • Assess ethical AI policy and governance framework
Financial Statement ImpactHigh ଝୁଁକି
  • Perform substantive procedures on AI-generated amounts
  • Test reasonableness of AI-derived accounting estimates
  • Evaluate design and implementation of AI-related controls
SA 315 ଝୁଁକି-ମୂଲ୍ୟାୟନ ମ୍ୟାପ
Model Risk
Understand the entity's AI models as part of the information system (SA 315.18-19)
Data Risk
Evaluate IT general controls over data integrity (SA 315.21)
Operational Risk
Assess control activities over AI operations (SA 315.26)
Compliance & Regulatory Risk
Identify regulatory compliance risks affecting financial reporting (SA 315.11)
Financial Statement Impact
Identify and assess risks of material misstatement from AI systems (SA 315.25-30)
ମୂଖ୍ୟ ଦୃଷ୍ଟିଭଙ୍ଗି, AI ବ୍ୟବସ୍ଥା ଅଡିଟ
High risk. Significantly expand substantive ପ୍ରକ୍ରିୟା. Consider engaging an IT-ଅଡିଟ୍ specialist. Test AI outputs against independent calculations.
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CORAA helps ଅଡିଟର୍ navigate AI risks with continuous monitoring and SA 315 mapped ପ୍ରକ୍ରିୟା.

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