Bench IQ

Key Features and Functions include:

AI-Driven Judicial Reasoning Insights
Bench IQ uses large language models (LLMs) to analyze judicial behavior, seeking to explain why judges rule as they do, not just how often they do so. This is intended to help attorneys tailor legal arguments to specific judges.

Comprehensive Ruling Coverage
Unlike many analytics platforms that rely on published opinions (typically ~3% of rulings), Bench IQ claims to provide insight into a broader set of judicial decisions by incorporating additional data sources into its analytics.

Strategic Litigation Support
The platform is used by litigators and law firms to inform courtroom strategy, anticipate judicial preferences, and refine legal argumentation. Early adoption includes several AmLaw 100 and AmLaw 200 firms.

Selective Jurisdictional Focus
Bench IQ’s analytics are currently concentrated on restructuring and commercial bankruptcy cases within the largest jurisdictions handling these matters. Expansion into additional judges and jurisdictions is available via custom customer requests, with a general plan to broaden coverage in the future. 

Proprietary Dataset Development
The tool’s analytics are built on a proprietary dataset the company continues to develop, which is central to its ability to analyze and present judicial intelligence beyond traditional legal data sources.

Funding Information:
Bench IQ has raised a total of $7.4M in funding over 2 rounds. Their latest funding was raised in August 2025 from a Seed round with lead investors Battery Ventures, and Inovia Capital.