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AI Use Cases

Support consolidation or propagation of financial reports

Accounting And Reporting

Automating the creation of financial records - for example where there are multiple legal entities where data needs to be populated - or automatically aggregating such data sets is an area where automation offers the potential to be a significant time saver.

Automate reconciliation of financial statements of related legal entities

Accounting And Reporting

Automate reconciliation of financial statements of related legal entities - typically used for sophisticated and complex businesses operating across multiple legal authorities. This matters for providing an audit trail.

Determine optimal moment to bill accounts for missed payments

Accounts Payable And Receivable

Determine optimal moment to bill accounts for missing payments - using historic and comparable data to optimise chances of maintaining paying relationship with a subscriber or other repeat customer whose payment has failed.

Support optimisation of accounts payable

Accounts Payable And Receivable

Predicting the optimal approach to paying suppliers given the characteristics of the counter-party and the contract.

Analyse credit risk of individual customers

Accounts Payable And Receivable

Determine the risk of a customer not being able to keep to repayment schedule.

Predict potential risks in financial audit process


Predict potential issues in the audit process by assessing and cross-correlating financial data, seeking out potential discrepancies and highlighting potential risks. Typically this would act as an initial triage approach allowing expensive audit personnel to focus on key areas and higher value tasks.

Predict organisational cash flow situation

Budgeting And Forecasting

Using a combination of known future cash movements with machine learning analysis of historic (and comparative) cash flow events to predict future cash positions of an organisation. This is preferably only fully relied upon in conjunction with experienced finance professionals to ensure its likely accuracy.

Predict migration patterns based on a variety of indicators

Budgeting And Forecasting

Predict migration volume based on different data sources and indicators. This can aid country policymakers and NGOs to prepare for changing migration patterns.

Determine treasury or currency risk situation

Treasury Management

Determine risks in currency movements and / or risks in cash flow to help manage risk situation - including understanding reserves required from a prudent management (or regulatory) perspective.

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