What’s new.
The latest updates and improvements to Curia.
Streamlined interface for settlement and analysis tools
Reorganized navigation and tools to better separate settlement documents and expert analysis features, improving clarity of available options.
- Clearer organization of settlement and expert analysis tools
- Simplified navigation paths for common workflows
- Better visual separation of tool categories
Enhanced Search Accuracy
Improved keyword search to return the most relevant matching section from case law, rather than the first available result, providing more precise answers to your legal queries.
- Keyword search now identifies and returns the best-matching section from each case
- More relevant search results for complex multi-section documents
- Better accuracy when searching across large case law decisions
Structured Analysis Reports
Transitioned from memo-based output to structured evidence analysis reports. All output types now build from consistent, well-organized evidence analysis data rather than prior memo prose.
- Analysis output is now built from structured evidence analysis data, not unstructured memo text
- Quality evaluation judge now correctly assesses analysis reports instead of outdated memo format
- UI labels and status messages updated to reflect structured report terminology
- Removed memo-era language from analysis prompts to prevent downstream re-appending
- All output types now use consistent structured data foundation
Improved Email Communications
Enhanced onboarding, upgrade, and re-engagement email templates with clearer messaging and more relevant content.
- Rewrote onboarding emails for new users with clearer value proposition
- Upgraded re-engagement email prompts with better tone and call-to-action
- New case alert prompts now highlight specific holdings rather than vague filler content
Search and Data Quality Fixes
Fixed critical bugs affecting search reliability and data consistency across the platform.
- Permanently resolved case_id ambiguity issues in case search results
- Fixed nullable newCasesCount handling in engagement checks
- Improved UUID validation and consistent credit check logic
- Enhanced error handling, design system consistency, and security practices throughout
Research Pipeline Stability and Accuracy
Resolved multiple bugs affecting research quality and reliability. The platform now correctly handles search timeouts, question detection, and provides more reliable case recommendations.
- Fixed hybrid search timeout by removing expensive operations from keyword search branch
- Corrected cache scoping and question detection logic for consistent results
- Improved escalation query handling and reflection accounting across pipeline stages
- Softened prior-citation reliability claims to prevent overstating case relevance
- Added word boundary constraints to refinement prefix matching
Expert Report Analysis Pipeline Improvements
Fixed multiple issues in the expert report analysis workflow to improve accuracy and prevent hallucinations. The system now correctly identifies expert reports, validates document types, and provides better-grounded research recommendations.
- Clarified that expert attack analysis is specifically for defence medical expert reports
- Added document type validation to ensure only valid reports enter the analysis pipeline
- Fixed unwired prompt issue and removed prosecutorial bias from analysis instructions
- Improved follow-up system prompt with dedicated research guidance and provenance discipline
- Resolved prompt extraction speculations and grounding issues in follow-up recommendations
Enhanced quality of generated legal research content
Upgraded the prompts that generate research memos, analysis memos, research answers, counter-arguments, and outreach emails to produce higher-quality, more professional legal content.
- Analysis memo prompt now produces professional-grade output
- Research memo prompt upgraded to match analysis memo quality standards
- Research answer and counter-argument generation improved
More accurate document analysis quality checks
Fixed false positives in the quality assessment process and improved JSON parsing from analysis results, reducing incorrect quality alerts.
- Reduced false positive quality alerts on document analysis
- Improved JSON extraction from analysis responses
- Quality judge now correctly interprets analysis output
Improved memo and analysis generation reliability
Fixed timeout issues that occurred during memo and document analysis generation by implementing streaming responses, ensuring these operations complete successfully regardless of processing time.
- Memo generation now uses streaming to prevent timeout failures
- Document analysis processing now uses streaming to handle longer operations
Enhanced Navigation and Sidebar
A redesigned sidebar navigation now makes it easier to organize and access your matters, with improved layout and quicker access to frequently used files.
- Recently accessed matters appear in the sidebar for quick navigation
- Expandable matter folders with subcategories (documents, research, analysis, outputs)
- New command center for centralized matter management
- Matter overview page with dedicated sub-pages for different work types
Self-Reflecting Research Pipeline
The platform now automatically evaluates and improves research answers before delivering them to you, ensuring higher quality case law analysis and recommendations.
- Research answers are automatically reviewed for accuracy and completeness
- Answers are refined before presentation to ensure better legal insights
Improved Layout and Display
Content areas on research and analysis pages now use the full available width, and interactive elements respond better to user actions.
- Removed width constraints from matter analysis, research, and outputs pages
- Better visibility and workspace for case law research
- Improved hover interactions and marquee controls