Microsoft Scenario Library Finance Spend anomaly identification agent

Available with: Copilot Studio

Finance scenario: Spend anomaly identification agent

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Scenario

Using AI Agents to build a spend anomaly identification agent

Automate detection of suspicious vendor activity, abnormal spending patterns, and duplicate invoices, using AI-powered anomaly detection and fraud detection logic.

1. Extract financial transactions

Extracts financial transactions from ERP systems and monitors transactions continuously.

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Copilot Studio Agent

Continuously pulls transaction data to enable proactive anomaly detection.

Transforms data into a clean, consistent and analysis ready format so that it’s ready for anomaly detection.

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Copilot Studio Agent

Cleans and formats data for consistent, accurate analysis.

Applies rule-based and pattern-based logic and detects patterns in vendor behavior and payment history.

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Copilot Studio Agent

Identifies suspicious trends in vendor behavior and payment activity.

Scores each transaction based on predefined risk metrics and flags high-risk transactions for review.

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Copilot Studio Agent

Flags high-risk transactions based on predefined risk rules and metrics.

Flags transactions with internal policies and regulatory requirements for compliance validation cross-references.

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Copilot Studio Agent

Ensures every transaction aligns with internal policies and regulatory standards.

Provides actionable insights for resolving flagged issues & automates follow-up actions.

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Copilot Studio Agent

Provides clear next steps to resolve flagged anomalies and prevent future issues.

KPIs

Opportunity to impact key functional area KPIs

How Microsoft Copilot can help average request times

Microsoft Copilot can help with lowering resolution times which in turn ​leads to increased agent productivity and higher customer satisfaction rates.​
Boost productivity​
  • Rapidly find information​
  • Diagnose problems faster​
  • Check for similar issues and resolutions​
  • Quickly send follow-up communications​

How Copilot can improve risk management

Finance teams grapple with complex tasks—from credit and collections to risk management and compliance. Get real-time insights and strategic recommendations. By automating mundane tasks, Microsoft Copilot frees up time for critical decisions, streamlining audits, simplifying collections, and accelerating financial reporting.
Speed data analysis and reporting
  • Quickly analyze trends
  • Generate informative charts
  • Create strategy presentations

How Microsoft Copilot can reduce finance department spending

As a cost center, Finance teams face the challenge of constantly achieving more with fewer resources. By assisting with everyday tasks, Microsoft Copilot can help increase time for additional analysis, proactive audits, collections processes, and financial reporting.
Keep communication lines open
  • Draft communications such as approval requests, status emails, and supplier communications
  • Summarize stakeholder meetings around budget status and approvals
  • Create sourcing strategy decks

How Copilot can help reduce spend on financial systems and tooling

Microsoft Copilot can be extended into processes to bring data together and speed decision-making without performing expensive updates to financial systems.
Inform your decisions:
  • Draft budgets and spreadsheets
  • Search for cost variances across different options

How Microsoft Copilot can help reduce days sales outstanding

Collections play a crucial role in any business. Timely and efficient collections help ensure healthy cash flow, liquidity, and operational efficiency. 
Improve collections process
  • Use Copilot to organize information from past interactions
  • Draft communications with Copilot clearly outlining the collection process
  • Analyze different payment methods and its effectiveness

The content in this example scenario is for demonstration purposes only. You should evaluate how Copilot aligns with your organization’s business processes, regulatory requirements, and responsible AI principles.