01
Onboarding files arrive incomplete
Teams collect application records, check missing information and reconcile conflicting details before review can begin.
AI FOR Financial Services & PayrollMove client work forward.
Move client work forward.
Keep the evidence connected.
AI implementation for financial service providers: loan servicing firms, mortgage and finance brokers, outsourced financial operations and payroll bureaus. Connect client records, case preparation and exception handling across your systems.
Servicing firms · finance brokers · payroll bureaus
2 to 4 weeksto a focused working proof
Senior engineeringresponsible for the implementation
Magus.FINANCIAL SERVICE OPERATIONS
Client case preparation
ExampleClient recordsService checklistOpen questions
01
GatherKeep records within the right client account
02
CheckMatch evidence and flag discrepancies
03
PrepareSource linked case for the responsible reviewer
Less repeated preparation across servicing and payroll work.
Bring the client records and service requirements together.
WHERE THE WORK SLOWS DOWNWhere does the
Where does the
operation lose time?
Repeated checks, searches and handoffs take time from the work your team needs to move forward.
02
Payment exceptions require an investigation
Returned payments send operators between processor records, original transactions, ledger entries and contact history.
03
Payroll variances need an explanation
Changes between source records and payroll outputs must be traced and supported before the authorised reviewer approves them.
04
Reporting repeats the reconciliation
Figures, unresolved exceptions and review status have to be assembled into a consistent view before a decision.
WHAT WE CAN BUILDAI that earns its place
AI that earns its place
in your operation.
Protect service margins by reducing preparation and reconciliation hours per client, while keeping specialist review focused on the exceptions.
01
Client onboarding and evidence collection
Check incoming client documents against the service checklist, identify discrepancies and prepare followup requests for approval.
BUSINESS GOAL
Less administrative preparation before specialist review.
02
Payment exception investigation
Match returned or disputed payment records, reconcile processor and ledger status, and prepare a sourced report for an authorised operator. The workflow follows the payment rail and operating policy in use.
BUSINESS GOAL
Less investigation effort before a payment exception can be reviewed.
03
Application discrepancy workbenches
compare submitted documents and application records with sources and outstanding questions visible.
BUSINESS GOAL
Fewer document discrepancies reaching the final reviewer.
04
Payroll variance copilots
compare pay components, effective dated changes and approvals before the specialist signs off.
BUSINESS GOAL
Less reconciliation before payroll approval.
05
Servicing enquiries and case coordination
Retrieve the right client history, prepare a response or permitted next action, and route unresolved cases with their evidence.
BUSINESS GOAL
Fewer repeated searches when a case moves between teams.
06
Client reporting and reconciliation
Bring approved figures, unresolved differences and review status together for each client and reporting period.
BUSINESS GOAL
Less manual assembly before a client report is ready.
MEASURING THE VALUEMake the business case
Make the business case
measurable.
Agree the baseline, then measure the change. These are measures for a first project, not claimed client results.
01
Handling hours per client case
02
Payroll or report preparation time
03
Cases completed per operations team
We track accuracy, exceptions and review effort alongside speed, so work saved in one place does not become rework somewhere else.
ONE WORKFLOW, IN PRACTICE
US servicing example: investigate a returned ACH payment
- 01
What comes in
A returned ACH payment has conflicting information across the processor, ledger and servicing history.
- 02
What the AI does
Match the original transaction, reconcile the records and investigate the return using the approved policy.
- 03
What your team receives
A sourced resolution report with the payment history, unresolved differences and proposed next step.
HUMAN REVIEW
An authorised operator decides what happens next; the initial proof does not retry payments or contact customers.
Illustrative workflow. US ACH example; UK implementations follow the relevant payment rail and operating policy.
WHO WE WORK WITHDoes this sound
Does this sound
like your business?
We work with third party financial service providers handling recurring client work: servicing firms, mortgage and finance brokers, outsourced finance operations and payroll bureaus. Each implementation follows the client boundaries, jurisdiction, permissions and evidence requirements of that service.
Scope follows the volume of recurring work, the number of systems involved and the decisions your team needs to make. A small central team can still run a complex operation.
01
Loan servicing and outsourced finance operations
Teams managing client accounts, payment investigations, reconciliations and reporting for other businesses.
02
Mortgage and finance brokers
Application preparation, supporting documents, provider queries and client updates.
03
Payroll providers and bureaus
Multiple client payrolls, effective dated changes, variance review and approval handoffs.
A PRACTICAL FIRST PROJECTOne workflow. Real data.
One workflow. Real data.
A working result.
01
Choose a recurring process across onboarding, payment investigation, payroll review or financial reporting.
For a payment proof, replay historical cases and measure evidence completeness, matching errors and operator effort.
02
A focused proof of concept ships in 2 to 4 weeks.
The result shapes the production scope, with the access, integrations and operational support needed for daily use.
A QUESTION WE WOULD EXPECT
Let’s be specific.
An authorised operator makes the resolution decision.
The initial POC does not reinitiate payments, change account data or contact customers.
YOUR NEXT STEP
Which financial workflow needs better support?
Bring us one workflow, real examples and the people who know the work. We’ll identify a practical first build.