6.1 Digital technologies and the FF & New technologies and their use in the FF Flashcards
Core modernisation tools are:
- technologies anticipated to effectively update existing systems and improve capability
- considered mainstream
- includes:
- Cloud technology
- Data visualisation
Exponentials are
- technologies that will deliver new capabilities, pushing the FF forward
- still at early adopter stage
- includes:
- Blockchain
- Advanced analytics
Cloud computing is the
- provision of shared computing services over the internet, either public (shared) or private (closed)
Cloud computing has drive the following changes in the structure and working of the FF:
- Collaboration - file sharing and version control issues are minimised (eg: Google drive allows multiple collaborators to update docs in real time)
- Flexible working - increased flexibility to work pattern and arrangements due to full access to all files and docs anywhere with an internet connection
- Increased security - cloud service providers understand the acknowledge the security of data is critical to their success
- Up to date - continually up to date software helps to ensure compliance with regulations
- Easier integration - cloud based accounting software can easily link with other cloud based software allowing integrated approach in a cost effective way
Cloud computing, digital tech and financial reporting:
- provision of services via cloud networks has revolutionised many industries
- physical products and ownership of traditional physical assets is less important
- and there is a growth in significance of intangibles which aren’t recorded on Statement of Financial Position
- using financial statements alone may undervalue such entities as many intangible assets are generated internally and won’t be recognised
- eg: intellectual property and staff skills
Big data and data analytics technologies have facilitated
- the ability to sort and analyse data to produce meaningful info far quicker, largely through use of spreadsheets and database software
Impact of big data and data analytics on elements of FF:
- Business partnering - it will increase the significance of the bus partnering role, with potential for new insight to be gained (accountants will act as interface between data specialists and the bus to transform data into valuable info)
- Management accounting - it will contribute to the development of more efficient and insightful management control systems and budgeting processes
- Financial accounting - it will improve the quality and relevance of accounting info which can enhance transparency and stakeholder decision making
- Reporting - it can assist with the creation and improvement of accounting standards which will help to ensure the accounting profession continues to provide useful info as dynamic global economy evolves
Internal audit and big data:
- big data and data analytics are expected to enhance the quality and relevance of internal audit assignments
- it’s changing how the review of internal controls and systems are carried out
- it enables internal audit to to better identify anomalies, fraud and operational risk and tailor their approach to target more bus critical areas
Process automation and the FF:
- developments in technology are enabling more complex activities to be automated and therefore increasingly significant to FF
- most likely to be automated are repetitive, low skilled manual tasks such as data entry, duplication and processes that add minimal value
- this will free up time and resources for higher level value adding activities
Advantages of investing in process automation within FF:
- Cost savings - reduction in headcount as routine aspects of finance work automated
- Value adding - staff and management time is freed up to focus on higher level value adding activity
- Improved accuracy - automated processes will be more accurate and efficient with removal of human error
- Positive returns - on investment
- Adaptability - can be used for existing processes or form part of an overarching process improvement exercise
Disadvantages of investing in process automation within FF:
- Uncertainty - changes the way FF works and can lead to uncertainty around job security and future prospects
- Relationship management - time and resources are required for relationship management with IT support and software providers
- Competence - automated processes are built by IT staff who must understand the existing process as the automated process will only be as effective as the coding that drives it
- Training - cost of training staff on how new processes work
- Change management - the process must be managed carefully and led effectively
Artificial intelligence (AI) and FF:
- AI and machine learning will have significant impact on FF
- Process automation will be enhanced by AI enabling automated reasoning making automation more flexible and capable of dealing with complexity
AI and accountancy:
- In the short to medium term AI brings many opportunities for accountants to improve their efficiency, provide more insight and deliver more value to the bus.
- In the longer term AI brings more radical change, as systems increasingly carry out decision making tasks currently done by humans
- Egs: greater automation, fraud detection, predictive models and insights
There will be a need to retain human involvement in many decision making processes due to AI’s limitations:
- Sufficient data of the right quality - is needed to enable effective decision making and for the machine to learn
- Not particularly flexible - models learn to carry out specific tasks based on a given set of data
- Entrenches societal bias - the data often reflects existing bias and prejudice in society
- Not every problem or task will be suitable - it may be unique or may require other factors to be considered such as ethics
Data visualisation and the FF:
- particularly important as the provision of info to help support the efficient and effective running of bus is fundamental purpose of FF
- the ability to make data relevant, accessible and easy for all end users is vital