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Finance and Insurance Services

Banks, brokers and insurers process applications, claims and compliance checks all day. Agents read the documents, extract and verify the details, flag exceptions for a human, and keep an audit trail of every step. Faster turnaround for customers, fewer errors on file. We built exactly this for an insurance tech company; the case study is on this page.

AI agents for Finance and Insurance ServicesExample AI agents we build for Finance and Insurance Services, including Loan Approval Automator, Risk Assessment Modeler, Compliance Monitoring AI Agent.osher.com.auLoan Approval AutomatorCompliance Monitoring AI AgentPersonalised Financial AdvisorFraud Detection AI AgentRisk Assessment ModelerClaims Processing BotAccounting Reconciliation AI A…Investment Portfolio OptimiserFinance & Insuranceexample AI agents

Automation in finance and insurance

Banks, brokers and insurers process applications, claims and compliance checks all day, and every one of them involves reading documents, extracting details and keying them into systems of record. The volume is high, the tolerance for error is zero, and the audit trail is mandatory.

AI agents fit this work well. They read the documents, extract and verify the details, flag exceptions for a person, and log every step. We built claim preparation automation for an insurance tech company that generates claim documents automatically, and unblocked their weather data pipeline along the way.

What we typically automate first

  • Application and claims document processing
  • Data extraction with verification and exception queues
  • Compliance checks with full audit trails
  • Client onboarding and KYC document handling

Faster turnaround for customers, fewer errors on file, and evidence for the auditors without a scramble.

AI Agents

Example Finance and Insurance Services AI Agents

Loan Approval Automator

Loan applications pile up, each needing document checks and compliance verification. This agent extracts data from submitted documents and runs it against your lending criteria automatically.

Key software integrations:

Fiserv LoanServFIS Commercial Lending SuiteFinastra Fusion LenderCommNucleus Software FinnOneMambu

Risk Assessment Modeler

Risk modelling means pulling data from multiple sources, running scenarios, and producing regulatory reports. This agent automates the data work so your risk team focuses on interpretation and strategy.

Key software integrations:

SAS Risk ManagementIBM OpenPagesOracle Financial Services AnalyticsMoody’s AnalyticsFICO Decision Central

Compliance Monitoring AI Agent

AML/CTF reporting and transaction monitoring consume enormous resources. This agent watches transaction flows against your compliance rules and prepares documentation for your compliance officers.

Key software integrations:

NICE ActimizeThomson Reuters ONESOURCEMetricStreamRSA ArcherAML360

Claims Processing Bot

Insurance claims involve document stacks and policy lookups before any settlement decision. This agent handles intake and pre-assessment so adjusters focus on complex claims.

Key software integrations:

Guidewire ClaimCenterDuck Creek ClaimsSnapsheetMitchell ClaimIQCCC Intelligent Solutions

Personalised Financial Advisor

Advisors spend hours preparing each statement of advice. This agent analyses client data and generates draft recommendations for review, turning hours of prep into minutes.

Key software integrations:

EnvestnetMorningstar Advisor WorkstationeMoney AdvisorMoneyGuideAdvicent NaviPlan

Accounting Reconciliation AI Agent

Month-end reconciliation is tedious and error-prone. This agent matches transactions across your systems, flags discrepancies, and prepares exception reports automatically.

Key software integrations:

BlackLineOracle Account Reconciliation CloudReconArtFiserv Accurate ReconciliationSmartStream TLM

Fraud Detection AI Agent

Fraud costs Australian financial organisations billions yearly, and rule-based detection misses new attack patterns. This agent monitors transactions in real time, learning normal account behaviour and flagging anomalies that static rules would miss.

Key software integrations:

Oracle FLEXCUBEFiservFIS GlobalSAS Fraud ManagementTemenos T24

Investment Portfolio Optimiser

Portfolio managers spend hours on rebalancing scenarios and drift checks. This agent pulls live market data and client constraints to recommend allocation adjustments, handling the maths so advisors focus on clients.

Key software integrations:

BlackRock AladdinFactSetBloomberg TerminalRefinitiv EikonCharles River IMS

Get in touch

What could you automate in finance and insurance services?

Tell us where the hours are going and we’ll tell you which of these agents would pay for itself first.

Finance and Insurance Services enquiry

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Book a free 15-minute call. We’ll talk through how your finance and insurance services business runs and which of these agents would pay for itself first.

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