How Audit Teams Standardize Client Risk Reviews with Owlin

The client

A leading global professional services firm with a large audit and assurance practice, that supports a broad portfolio of clients and places strong emphasis on risk visibility, governance, and high-quality internal processes. 

As part of its assurance activities, the firm wanted to improve how client-related developments are tracked and surfaced across engagement teams.

The challenge

As the firm expanded its monitoring ambitions, it needed a more scalable way to track relevant developments across hundreds to thousands of client entities. Audit and assurance teams needed confidence that all relevant public information had been checked, especially when assessing issues that could affect audit work, risk assessment, or the financial statements.

Before implementing Owlin, monitoring was more manual and fragmented. Generic news tools and ad hoc searches made it difficult to consistently surface the most relevant developments at scale. There was no standardized way to ensure that key external information had been reviewed across the full client portfolio.

This created several challenges:

• No standardized and scalable audit monitoring process
• Time-consuming monitoring across large client portfolios
• Inconsistent visibility into material news and risk developments
• Difficulty linking market developments to specific client entities
• Limited ability to detect emerging issues in real time
• Need for explainable, well-documented AI outputs

The firm needed a solution that could automate client monitoring, classify risk-relevant news, and integrate directly into its internal platform through API, while also meeting internal standards for governance and transparency.

The solution

The firm implemented Owlin as the news and risk intelligence layer within its internal assurance monitoring and audit environment.

Owlin delivers:

• Real-time monitoring across millions of global news sources
• Entity-level tracking for specific audit and assurance clients
• Risk classification for themes such as financial outlook changes, downsizing, profit warnings, product issues, and ESG events
• Structured intelligence delivered through API into internal dashboards and workflows
• Documented model logic and performance metrics to support governance and review
• Flexible configuration and customization for firm-specific monitoring needs

By embedding Owlin into its internal platform, the firm gained a structured way to surface relevant developments earlier and at greater scale, without adding more manual work for its teams.

The impact

By using Owlin, the firm improved how it monitors client risk across its assurance workflows.

Key outcomes include:

• Standardized and scalable audit monitoring
• Reduced manual review effort
• Faster visibility into financial outlook risks
• Stronger support for audit planning and risk assessment
• Greater internal confidence through documented model performance
• Improved alignment with governance, compliance, and security requirements
• A foundation for broader rollout across additional teams and regions

Owlin is now positioned as a core risk intelligence component within the firm’s monitoring approach, helping transform real-time external developments into structured signals that support stronger assurance processes, better risk visibility, and more proactive decision-making.