A set of financial statements was once the end of a long process of writing numbers into ledgers by hand.
Today much of that process is done by software: data flows from sales systems and banks into the accounting system, invoices are read by scanners, routine entries are made by robots, the statements are assembled automatically, filed with regulators in a digital format and analysed by investors with software of their own. New kinds of assets, such as cryptocurrencies, raise questions that the standards did not anticipate.
The accountant needs to understand the technology well enough to use it, control it, account for what it creates and judge its output. This topic covers the stages of financial reporting that technology changes, cloud accounting, artificial intelligence and robotics, blockchain and digital assets, data analytics and digital reporting, and the risks and controls that go with them, ending with the link to the professional code. It is the last topic of the course.
Technology is examined as a written question. In November Diet, 2025, Question 7(b) (3 marks) asked for the merits that companies, accountants and auditors derive from artificial intelligence and robotics, and in November Diet, 2023, Question 6(c) (4 marks) asked for areas of financial reporting that could be enhanced by technology, with discussion of two. Read current issues and new accounting standards first.
In 30 seconds
Technology changes five stages of reporting: data collation, data recording (optical character recognition), report preparation, report distribution (web, portals, digital filing) and report consumption (data analytics). Cloud accounting removes the need for onsite servers, allows remote working and scales with demand, but brings security, privacy and dependency risks. Artificial intelligence and robotic process automation give speed, accuracy, cost saving and better analysis, but carry bias, explainability and over-reliance risks.
Blockchain is a shared, tamper-resistant ledger; cryptocurrency holdings are accounted for as inventory (International Accounting Standard (IAS) 2) if held for sale in the ordinary course of business and otherwise as intangible assets (IAS 38); there is no specific International Financial Reporting Standard (IFRS) standard. Controls, competence and ethics remain the accountant’s responsibility.
Technology across the reporting process
- Data collation. The process starts with identifying and collecting data from many sources inside and outside the business. Integrating the accounting software with those sources automates this, and tools can convert unstructured data into a form ready for the accounting system.
- Data recording. Optical character recognition captures data from source documents (orders, invoices, delivery notes) through scanners or phone cameras and posts them to the right ledgers with little human input.
- Report preparation. An automated system aggregates the ledgers to the general ledger, the trial balance and the financial statements, replacing mechanical processing with accurate, timely accounting and management information.
- Report distribution. Annual reports are hosted on websites and e-mailed instead of posted. Regulated sectors use portals where operators submit returns electronically, and structured digital filing (such as tagged eXtensible Business Reporting Language (XBRL) data using the IFRS taxonomy) lets regulators and analysts read the figures by machine.
- Report consumption. Investors use analytics tools to extract meaning from reports and alternative data, comparing companies, spotting trends and testing forecasts.
As an example, a company processes 2,400 supplier invoices a month. Keying each takes 6 minutes, or 240 hours a month. With optical character recognition and automated matching, each takes 1.5 minutes: 60 hours. The saving is 180 hours, or 75%, which at ₦2,000 an hour is ₦360,000 a month. The time released can be used for review and analysis.
Cloud computing
Many accounting packages are hosted in the cloud. The advantages are:
- no investment in onsite servers and the cost of maintaining them
- access from any device with an internet connection, so the work can be done remotely
- easier collaboration between the firm, the client and the auditor
- scalability up or down without large investment
- automatic updates and back-up
For example, an on-premises system costs ₦6m to buy and ₦1.2m a year to support: ₦6m + 5 × ₦1.2m = ₦12m over five years. A cloud subscription at ₦2.0m a year costs ₦10m over the same period, a saving of ₦2m, apart from the other benefits.
The risks are:
- data security and privacy (the Nigeria Data Protection Act 2023 sets duties on those who process personal data)
- dependence on the provider and the internet connection
- loss of control over where the data is held
- cost growth with usage
- regulatory requirements on the location of data in some sectors
Controls include access management, encryption, back-up and recovery, contract terms and assurance reports from the provider.
Artificial intelligence and robotics
Robotic process automation uses software “robots” to carry out rule-based, repetitive tasks such as invoice matching, bank reconciliations, journal postings and report formatting. Artificial intelligence goes further: machine learning detects patterns in large data sets, flags anomalies and risks, classifies transactions, forecasts cash flows and drafts text. Banks already use it in their platforms, and auditors use it to read contracts and flag unusual items.
- Merits for companies: faster closing and reporting, lower processing cost, fewer errors, 24-hour operation, better forecasting and risk detection.
- Merits for accountants: time released from routine tasks for analysis, judgement and advice; more reliable data; real-time information for decisions.
- Merits for auditors: testing of whole populations rather than samples, detection of anomalies and fraud patterns, more efficient review of documents.
- Limitations and risks: poor data produces poor output; bias and lack of explainability in models; confident but wrong results from generative tools; privacy and security; over-reliance and loss of skills; cost and the need for controls; and the question of who is accountable when the system makes an error.
Blockchain and digital assets
A blockchain is a distributed ledger: a record that many participants hold and update by agreed rules, in which entries are linked cryptographically, so that past entries are very hard to alter.
Potential uses in accounting are shared records between businesses that reduce reconciliation (a transaction recorded once for both parties), an immutable audit trail, smart contracts (code that executes when conditions are met, for example releasing payment on delivery), and tokenised assets.
Limitations include speed and cost at scale, privacy of shared data, legal uncertainty, the energy use of some systems, and the need for judgement about what is recorded, because an incorrect entry is permanent.
Accounting for cryptocurrency holdings
There is no IFRS standard for crypto-assets. The IFRS Interpretations Committee decided in June 2019 that a holding of cryptocurrency (a digital asset that can be transferred and is not a claim on an issuer) is not cash and not a financial asset.
An entity applies IAS 2 Inventories if it holds the cryptocurrency for sale in the ordinary course of business (measured at the lower of cost and net realisable value, or at fair value less costs to sell for a commodity broker-trader), and otherwise IAS 38 Intangible Assets (cost model, or the revaluation model only if there is an active market). The entity discloses the policy and the carrying amounts.
The International Accounting Standards Board (IASB) has been considering the topic in its work on future projects. For example, a company holds 2 units bought at ₦30m each (₦60m) as an investment. At the year end each is worth ₦36m. Under the cost model the carrying amount stays at ₦60m (less impairment if any).
If the revaluation model is available because there is an active market, the carrying amount is ₦72m and the surplus of ₦12m goes to other comprehensive income. Tokens that are claims on an issuer may be financial instruments under the standards on financial instruments.
Data analytics, digital reporting and controls
- Data analytics lets management, auditors and investors test relationships across entire data sets, such as unusual journals, supplier patterns or ratio trends.
- Digital reporting structures the statements with tags so that the figures can be extracted and compared by machine. The sustainability standards and the IFRS taxonomy are also designed for digital use.
- Controls over technology: access and segregation of duties, change management, data validation, back-up and recovery, cyber security, an audit trail, and review of automated output by a competent person.
- The accountant’s competence: the principle of professional competence and due care (see the ethics topic) requires the accountant to understand the tools used, check their output and not rely blindly on it.
The ideas in more depth
Why technology does not remove responsibility
A robot that posts an entry wrongly does so consistently and fast. Responsibility for the financial statements remains with the directors and the accountants who prepare them, so design, testing and review of automated processes are part of the control environment.
Why the accounting for crypto-assets is unsettled
The existing standards were written when such assets did not exist. The treatment as inventory or intangible assets uses the nearest standard, but it can give a carrying amount that does not reflect the economics for an investor, which is why standard setters are considering the area.
Sources and references
- International Accounting Standard (IAS) 2 Inventories and IAS 38 Intangible Assets; IFRS Interpretations Committee agenda decision, Holdings of Cryptocurrencies (June 2019); Nigeria Data Protection Act 2023.
These points are stated as at 5 November 2026.
Worked examples
Example 1: automation. 2,400 invoices a month; 6 minutes each manually; 1.5 minutes with automation; ₦2,000 an hour. Required: the monthly saving.
- Manual.
2,400 × 6 ÷ 60 = 240 hours.
Automated. 60 hours. - Saving.
180 hours × ₦2,000 = ₦360,000 a month.
Example 2: cloud against on-premises. On-premises: ₦6m plus ₦1.2m a year; cloud: ₦2.0m a year; five years. Required: the difference.
- On-premises.
₦6m + ₦6m = ₦12m.
Cloud. ₦10m. - Saving. ₦2m.
Example 3: crypto holdings. 2 units bought at ₦30m each and held as an investment; fair value ₦36m each. Required: the carrying amount under the two models.
- Cost model. ₦60m (the intangible asset standard).
- Revaluation model (with an active market). ₦72m; ₦12m to other comprehensive income.
How to answer in the exam
- For areas enhanced by technology, name the stage (collation, recording, preparation, distribution, consumption) and describe the tool and the benefit.
- For merits, separate the benefits for companies, accountants and auditors.
- Add risks and controls to show balance.
- For digital assets, state the classification test and the measurement.
Common mistakes in the exam
- Listing tools without explaining the benefit.
- Forgetting the risks and the controls.
- Saying there is an IFRS standard for cryptocurrencies.
- Treating cryptocurrency as cash.
- Assuming that automated output does not need review.
- Ignoring data protection.
Quick revision
- Stages: collation, recording, preparation, distribution, consumption.
- Cloud: no servers, remote access, scalable; risks of security, privacy and dependence.
- artificial intelligence (AI) and robotics: speed, accuracy, cost, analysis; risks of bias, errors and over-reliance.
- Cryptocurrency: IAS 2 if held for sale in the ordinary course, otherwise IAS 38.
Practice questions
These are original questions written in the style of the Institute’s exams. Try each one before you open the answer. Section A is a recall check, because the paper itself is written.
Recall check: multiple choice
Question 1. Optical character recognition is used to:
- Audit the statements
- Calculate tax
- Capture data from source documents and post it to the ledgers
- Encrypt data
Show the answer
C. With little human intervention.
Question 2. An advantage of cloud accounting is:
- More onsite servers
- No need for onsite servers, remote access and scalability
- No security risk
- No internet needed
Show the answer
B. Costs follow use.
Question 3. Robotic process automation is best suited to:
- Rule-based, repetitive tasks
- Unstructured judgement
- Setting strategy
- Signing the audit report
Show the answer
A. Such as matching invoices.
Question 4. A risk of artificial intelligence is:
- No speed
- No data needed
- No cost
- Bias, lack of explainability and over-reliance
Show the answer
D. Output must be reviewed.
Question 5. A blockchain is:
- A spreadsheet
- A shared distributed ledger with entries that are hard to alter
- A bank
- A tax return
Show the answer
B. Maintained by many participants.
Question 6. Cryptocurrency held for sale in the ordinary course of business is accounted for under:
- IAS 2 Inventories
- IAS 38 Intangible Assets
- IAS 7
- IAS 1
Show the answer
A. As decided by the Interpretations Committee in 2019.
Question 7. Cryptocurrency held as an investment is normally accounted for under:
- IAS 2
- IFRS 16
- IAS 38 Intangible Assets
- IAS 12
Show the answer
C. It is not cash or a financial asset.
Question 8. Data analytics helps investors to:
- Avoid reading reports
- Set prices
- Audit the company
- Extract insight from reports and other data
Show the answer
D. Comparing and testing across companies.
Question 9. Digital distribution of annual reports includes:
- Only post
- Only couriers
- Websites, e-mail and regulators’ portals
- Nothing
Show the answer
C. Often with tagged data.
Question 10. A key control over cloud services is:
- Access management, encryption and back-up
- Removing review
- Shared passwords
- No contracts
Show the answer
A. With assurance from the provider.
Section B style: written questions
Question 11 (10 marks). (a) State FIVE stages of financial reporting that technology can improve, with a tool for each. (5 marks) (b) State the merits of artificial intelligence and robotics for companies, accountants and auditors. (5 marks)
Question 12 (15 marks). A firm processes 1,800 bank reconciliations a month. Each takes 5 minutes manually and 1 minute with robotic automation. Staff cost ₦2,500 an hour. (a) Calculate the hours manually and with automation. (5 marks) (b) Calculate the monthly saving in hours and in naira. (5 marks) (c) State THREE risks of the automation and a control for each. (5 marks)
A further written question
Question 13 (20 marks). A company bought 5 units of a cryptocurrency at ₦10m each as an investment. At the year end each is worth ₦8m.
(a) State the applicable standard. (4 marks) (b) Calculate the carrying amount and impairment under the cost model. (6 marks) (c) State how the answer changes if the units are held for sale in the ordinary course of business. (4 marks) (d) State FOUR risks of blockchain and digital assets. (6 marks)
Model answers
Show the model answer to Question 11
(a) (1 mark each) Data collation: system integration; data recording: optical character recognition; report preparation: automated ledgers and statements; report distribution: web portals and digital filing; report consumption: data analytics.
(b) Companies: faster reporting, lower cost, fewer errors (2). Accountants: time released for analysis and advice (1.5). Auditors: testing of whole populations and anomaly detection (1.5).
Show the model answer to Question 12
(a)
- Manual.
1,800 × 5 ÷ 60 = 150 hours (2.5). - Automated.
1,800 × 1 ÷ 60 = 30 hours (2.5).
(b) Saving 120 hours (2.5); 120 × ₦2,500 = ₦300,000 (2.5).
(c) (Any three; 1 mark for the risk, 0.67 for the control) Errors repeated at speed: testing and review; unauthorised access: access control; loss of data: back-up; over-reliance: periodic manual checks.
Show the model answer to Question 13
(a) A cryptocurrency held as an investment is not cash or a financial asset, so IAS 38 Intangible Assets applies (4).
(b)
- Cost 5 × ₦10m = ₦50m (2).
- Fair value 5 × ₦8m = ₦40m (2).
- Under the cost model the carrying amount is cost less any impairment, so if the fall is an impairment the loss is ₦10m and the carrying amount ₦40m (2).
(c) IAS 2 Inventories applies (2), at the lower of cost and net realisable value, so the write-down would be ₦10m if the net realisable value is ₦40m (2).
(d) (1.5 marks each, any four) Volatility and valuation; legal and regulatory uncertainty; security and loss of keys; privacy of shared data; permanence of errors; energy use; lack of a specific accounting standard.
Pathfinder on Technology in financial reporting: cloud, digital assets, blockchain and AI
These are the ICAN Pathfinder questions that test this topic. ICAN owns the questions and the suggested solutions, so we point you to them and do not copy them. Open your Pathfinder, attempt each question under exam conditions, then check your answer against the notes above.
Part (b) asks for the merits that companies, accountants and auditors derive from using artificial intelligence and robotics (3 marks).
Revise first: Artificial intelligence and robotics
Part (c) asks for areas of financial reporting that could be enhanced by technology, identified and discussed (4 marks).
Revise first: Technology across the reporting process
Source: ICAN Pathfinder, Financial Reporting. Diets covered: Every diet in the Pathfinder, from November Diet, 2021 to May Diet, 2026, was reviewed here. The diets listed above test this topic directly..
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