For Individuals
- Learning & Certification
- Specialist Tracks & Tools
Consulting & Enterprise
- Programmes & Solutions
- Diagnostics & Evidence
Insights
- Analysis & Research
  - Executive Reports In-depth whitepapers for decision-makers
  - Academic Research Peer-reviewed publications and frameworks
- Editorial & Dispatches
  - The C-Suite AI Memo Weekly executive strategy newsletter
  - News & Commentary Press, updates, and market notes
Events
About
Contact
LOGIN

Skip to content

AI Training for Finance Professionals: Controls, Audit Trails and Numbers You Can Sign

External Audit Expectations About AI in Finance Processes

Quiz: External Audit Expectations About AI in Finance Processes

Tax, Regulatory Filings and Automated Preparation Risk

Quiz: Tax, Regulatory Filings and Automated Preparation Risk

Confidentiality and Price Sensitive Information in Prompts

Quiz: Confidentiality and Price Sensitive Information in Prompts

Vendor Tools in the Finance Stack and What to Check

Quiz: Vendor Tools in the Finance Stack and What to Check

Documenting AI Use for the Audit Committee

Quiz: Documenting AI Use for the Audit Committee

Building a Finance AI Control Matrix

Quiz: Building a Finance AI Control Matrix

Final exam: AI Training for Finance Professionals: Controls, Audit Trails and Numbers You Can Sign

2 of 2

Final exam: AI Training for Finance Professionals: Controls, Audit Trails and Numbers You Can Sign

AI Training for Finance Professionals: Controls, Audit Trails and Numbers You Can Sign
Final exam: AI Training for Finance Professionals: Controls, Audit Trails and Numbers You Can Sign

Time limit: 0

Quiz Summary

0 of 10 Questions completed

Questions:

Information

You have already completed the quiz before. Hence you can not start it again.

Quiz is loading…

You must sign in or sign up to start the quiz.

You must first complete the following:

Results

Quiz complete. Results are being recorded.

Results

0 of 10 Questions answered correctly

Your time:

Time has elapsed

You have reached 0 of 0 point(s), (0)

Earned Point(s): 0 of 0, (0)
0 Essay(s) Pending (Possible Point(s): 0)

Categories

Not categorized 0%

Review
Answered
Correct
Incorrect

Question 1 of 10

1. Question

In which financial process does a language model face the greatest risk of making false assumptions about field values?

Invoice extraction during payables automation
Correct Incorrect Correct answer

Quarterly revenue forecasting
Correct Incorrect Correct answer

Tax return preparation
Correct Incorrect Correct answer

Expense categorisation
Correct Incorrect Correct answer

Correct / 1 Points

Incorrect / 1 Points
Question 2 of 10

2. Question

What makes a misstatement ‘material’ in financial reporting?

Any error discovered by an auditor
Correct Incorrect Correct answer

A misstatement that would influence economic decisions of users
Correct Incorrect Correct answer

Any figure that appears in a statutory return
Correct Incorrect Correct answer

Errors caused by AI systems rather than manual error
Correct Incorrect Correct answer

Correct / 1 Points

Incorrect / 1 Points
Question 3 of 10

3. Question

What is the key difference between preventative and detective controls?

Preventative controls only apply to automated processes
Correct Incorrect Correct answer

Preventative controls stop errors before they occur; detective controls catch them after
Correct Incorrect Correct answer

Detective controls are more expensive to implement
Correct Incorrect Correct answer

Only one type applies to AI systems
Correct Incorrect Correct answer

Correct / 1 Points

Incorrect / 1 Points
Question 4 of 10

4. Question

What is the primary purpose of an audit trail in an AI financial process?

To prove that AI is perfect
Correct Incorrect Correct answer

To allow reconstruction of how a number was produced from source through all transformations
Correct Incorrect Correct answer

To blame the model vendor if errors occur
Correct Incorrect Correct answer

To satisfy software licensing requirements
Correct Incorrect Correct answer

Correct / 1 Points

Incorrect / 1 Points
Question 5 of 10

5. Question

What are language models most accurate at when processing financial documents?

Understanding the intent and context of terms
Correct Incorrect Correct answer

Extracting values that follow consistent patterns, like invoice numbers and amounts
Correct Incorrect Correct answer

Identifying logical contradictions in contracts
Correct Incorrect Correct answer

Predicting future contract disputes
Correct Incorrect Correct answer

Correct / 1 Points

Incorrect / 1 Points
Question 6 of 10

6. Question

What is a false negative error in invoice extraction?

The system extracted a value that was not in the invoice
Correct Incorrect Correct answer

The system should have extracted a value but did not
Correct Incorrect Correct answer

The system processed the invoice too slowly
Correct Incorrect Correct answer

A vendor number was entered incorrectly
Correct Incorrect Correct answer

Correct / 1 Points

Incorrect / 1 Points
Question 7 of 10

7. Question

What is the key assumption underlying all statistical forecasting models?

That the future will be chaotic and unpredictable
Correct Incorrect Correct answer

That historical patterns will persist (stationarity)
Correct Incorrect Correct answer

That human judgment is never correct
Correct Incorrect Correct answer

That forecasts should be point estimates with no range
Correct Incorrect Correct answer

Correct / 1 Points

Incorrect / 1 Points
Question 8 of 10

8. Question

What is a false positive in fraud detection?

A legitimate transaction that the model flagged as potentially fraudulent
Correct Incorrect Correct answer

Fraud that the model missed
Correct Incorrect Correct answer

A transaction that was never reviewed
Correct Incorrect Correct answer

A correct identification of actual fraud
Correct Incorrect Correct answer

Correct / 1 Points

Incorrect / 1 Points
Question 9 of 10

9. Question

What is segregation of duties in financial systems?

Using AI for all financial decisions
Correct Incorrect Correct answer

Ensuring that no single person can both initiate and approve a transaction
Correct Incorrect Correct answer

Removing all human involvement from processes
Correct Incorrect Correct answer

A regulation that only applies to large banks
Correct Incorrect Correct answer

Correct / 1 Points

Incorrect / 1 Points
Question 10 of 10

10. Question

What is the difference between deterministic and probabilistic AI systems from an auditor’s perspective?

Both are equally auditable
Correct Incorrect Correct answer

Deterministic systems produce the same output for the same input and are easier to test; probabilistic systems require evidence of training on representative data and performance testing
Correct Incorrect Correct answer

Probabilistic systems are never used in finance
Correct Incorrect Correct answer

Auditors do not distinguish between them
Correct Incorrect Correct answer

Correct / 1 Points

Incorrect / 1 Points

Login

Accessing this course requires a login. Please enter your credentials below!

Username or Email Address

Password

Remember Me

Continue with Facebook

Continue with Google

Lost Your Password?

Register

Don't have an account? Register one!

Register an Account

Keep building practical AI skills

Short, practical courses from Tesseract Academy, founded by Dr Stelios Kampakis, CStat.

Explore Individual Learning

© 2026 Tesseract Academy. All Rights Reserved.