Features
Reinforcement learning environments for non-verifiable tasks
Training data production for models to develop taste and judgment
Focus on subjective, long-horizon tasks requiring reasoning and context
Captures reasoning processes behind expert decisions
Partners with frontier AI labs to generate training signals
Targets economically valuable white-collar work domains
Real expert observation in real environments
Preserves full reasoning process leading to decisions
Objective-driven Research Agents for automated web research (May 2025)
Parallel processing of hundreds of agents across entities/languages
Customizable visual and programmatic research pipelines
Interactive Insight Landscapes and matrices for theme detection
Trend Radar with horizon scanning and arena analysis modes (May 2025)
Research Matrix executive summaries (June 2025)
Semantic search and question-answering across knowledge bases
Source-linked, audit-ready results with full traceability
AI-powered report generation with custom templates
Continuous updates for persistent knowledge bases
Support for 220,000+ news and social media archives
Multi-language and multi-format document processing
Scheduled recurring scans for horizon monitoring
Cloud-native enterprise deployment with data governance
Pay-as-you-go Dcipher Wallet option
