Capabilities
Analysis Engines
Six specialized engines work in concert to surface patterns that human review would miss. Each engine can run independently or as part of a comprehensive analysis pipeline.
Entity Resolution
Canonical Identity Mapping
Creates a unified identity registry across your document corpus. Resolves aliases, tracks role changes, and maps relationships between individuals.
Temporal Parser
Timeline Construction & Analysis
Constructs unified timelines from scattered date references. Identifies gaps, overlaps, and impossible sequences that indicate error or manipulation.
Argumentation
Toulmin Structure Analysis
Deconstructs claims into their logical components using the Toulmin model. Identifies unsupported assertions, missing warrants, and logical gaps.
Contradiction
Cross-Document Inconsistency Detection
Systematically detects inconsistencies across your document corpus using the CASCADE 8-type framework. Surfaces conflicts that undermine institutional conclusions.
Bias Detection
Statistical Imbalance Analysis
Performs statistical analysis of directional bias in reporting. Calculates omission ratios, measures framing imbalance, and quantifies selective presentation.
Accountability
Duty Mapping & Violation Detection
Maps statutory duty violations to specific actors and regulatory bodies. Links evidence to relevant professional standards and complaint pathways.
Common Workflows
Engines combine into preset workflows for common analysis patterns.
Full Analysis
E → T → A → K → B → L
Run all six engines in sequence. Entity Resolution and Temporal Parser establish the foundation. Argumentation and Contradiction analyse the substance. Bias Detection quantifies patterns. Accountability packages everything for action.
Quick Contradiction Scan
E → K
Resolve identities, then scan for inconsistencies. Fastest path to surfacing conflicts in a document set. Use when you need a rapid assessment of corpus integrity.
Bias Assessment
E → B → L
Resolve identities, calculate directional bias, and route findings to the relevant regulatory body. Use when the question is specifically about impartiality.
Every Engine Shares
Source Citation
Every finding traces back to a specific document, page, and paragraph. No black boxes.
Confidence Scoring
Each output carries a confidence metric so you can prioritise findings and identify where human review is needed.
Audit Trail
Full provenance chain from raw document to final finding. Every analytical step is logged and reproducible.
Export
Findings export to structured formats for regulatory submissions, legal proceedings, or further analysis.