Mediation

Dispute Intelligence Engine

The Dispute Intelligence Engine is an analytics capability available on Professional and Enterprise tiers for both Vilulia Mediate and Vilulia Arbitrate. It provides resolution intelligence backed by platform outcome data, case-specific AI analysis, and jurisdictional legal framework analysis — with explicit confidence scoring that indicates how much weight to give each finding.

What you'll learn

What the Dispute Intelligence Engine analyzes
How confidence scoring works
What data sources are combined
How to interpret the reports

Access requirements

The Dispute Intelligence Engine requires the Professional or Enterprise plan. It is not available on Starter plans. Reports are accessible to the assigned mediator or arbitrator and tenant admins. Multiple reports can be generated per case; all historical reports are retained and accessible from the case record.

Key capabilities

Per-element case strength assessment: Each element of the dispute is analyzed individually for strengths and weaknesses, rather than providing a single overall score.
Platform resolution benchmarks from real outcomes: As more cases are resolved on the platform, benchmark data grows more accurate. Analysis draws on anonymized, aggregate outcome data filtered by dispute type, claimed amount range, and jurisdiction.
Jurisdictional legal framework analysis: The engine considers applicable jurisdictional rules, statutes, and precedent patterns relevant to the case type and location.
Risk factor identification for each party: Specific risk factors are surfaced for each party, helping the neutral understand what each side stands to gain or lose.
Confidence-scored reports with transparent methodology: Every analysis includes an explicit confidence score. The engine does not overstate certainty — it indicates when data is sparse or when the analysis should be treated as directional rather than definitive.

Report types

When generating a report, the report_type parameter controls the scope of analysis. The default is comprehensive, which includes all capability areas. All generated reports are stored on the case record and can be retrieved at any time.

Important notes

The Dispute Intelligence Engine is not a win/loss predictor. It provides balanced intelligence to support informed decision-making. All AI outputs are subject to the standard AI disclaimer — they assist with analysis but do not constitute legal advice.

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