How is Catamaran different?

Features
Zen
Platform 1
Platform 2
Platform 3
Features one
Features two
Features three
Features four
Features five
Features
Zen
Platform 1
Platform 2
Platform 3
Features one
Features two
Features three
Features four
Features five
Features
Catamaran
Competitor A
Competitor B
Competitor C
Multi-language, multi-file format
Designed for insurance
Custom schema support
Reinsurance compatible
Architecture
Context-aware ensemble with custom models and evaluation
Basic extraction and GPT enhancements
Simple document extraction
GPT-only  
Error identification
Contextual identification of inconsistent information
Accepted range
Simple gap identification
General anomaly detection
Data protection
Data sandboxed, absolutely no logging or training
Partial guarantees on training
No logging
No guarantees of data use for model training
Risk insights & data enrichment
Submission creation
Machine Learning
Multi-model approach, keyword searching, RAGs, evaluation models, confidence scores
Techniques not disclosed, likely off-the-shelf ML with some custom simple ML techniques
No advanced ML integration, relies on basic models
Off-the-shelf public models, limited customizability
Submission analysis
Advanced triaging and scoring against U/W guidelines
Simple triaging
Match scoring
Collaboration & Sharing
Risk modelling support
Retrocession & ILS compatible
Alternative capital access through CatX
Share with 45+ alternative capital providers in their preferred format