Risk Scoring Agent

The work it takes off your plate

Legal issues can vary widely in risk levels, making it difficult for organizations to prioritize their responses effectively. Manual risk assessments can be subjective and inconsistent, leading to misallocation of resources. The Risk Scoring Agent standardizes the evaluation of legal issues, enabling informed decision-making and efficient resource allocation.

How it works

The Risk Scoring Agent ingests legal issue inventories, matter context, historical outcomes, and approved scoring criteria from connected contract, matter-management, e-discovery, and collaboration systems. It normalizes issue descriptions, maps each issue to defined impact and likelihood factors, and applies weighted scoring rules consistently across matters, entities, and jurisdictions. The agent then ranks issues by composite risk, explains the factors driving each score, identifies missing information, and flags items requiring legal review. It produces a prioritized risk register with recommended actions, owners, deadlines, and escalation triggers. As teams update issue status or provide assessment feedback, the agent refreshes scores and trend reporting while preserving an auditable history of changes.

1. Step 1: Collect Legal Issues

   • Compile a list of current legal issues
   • Gather relevant data and context for each issue
   • Engage with legal teams for input

   Result: A comprehensive inventory of legal issues is established.

2. Step 2: Assign Risk Scores

   • Develop a scoring system based on impact and likelihood
   • Evaluate each issue against the scoring criteria
   • Rank issues according to their risk scores

   Result: A prioritized risk scorecard for legal issues is created.

3. Step 3: Facilitate Decision-Making

   • Provide insights on high-risk issues
   • Suggest resource allocation based on scores
   • Enable tracking of risk trends over time

   Result: Informed decision-making is supported through clear risk prioritization.

Why use it

• Consistent Assessments. Applies the same approved scoring methodology across legal teams, matters, and business units.
• Faster Prioritization. Identifies high-impact and high-likelihood issues that require immediate attention.
• Better Resource Allocation. Helps legal leaders assign specialists, budget, and remediation capacity to the most material risks.
• Explainable Decisions. Shows the factors, weights, evidence, and score changes behind every ranking.
• Continuous Oversight. Tracks risk movement over time and surfaces emerging issues before they escalate.