More intelligent market data management.

 TRG Screen's AI is purpose-built for market data management.

 Domain expertise:
- Integrates 95+ exchange policies, vendor contracts, and market data pricing models
- Understands complex data license pricing mechanics (e.g., first-cost, multi-hit, BVAL optimization)
- Recognizes market data-specific terminology and use cases 

 Data integration:
- Queries your actual spend, usage, and inventory data—not hypothetical scenarios
- Provides recommendations based on your organization's specific consumption patterns
- Connects insights across multiple data sources (Xmon usage + Optimize Spend contracts + PEAR policies) 

 Actionable outputs:
- Generates specific cost-saving recommendations with quantified impact
- Identifies compliance risks based on actual usage vs. contractual rights
- Produces audit-ready reports and documentation 

 Expert validation:
- AI recommendations reviewed by our market data specialists
- Human oversight ensures accuracy and appropriateness
- Continuous refinement based on customer feedback and outcomes 

 Generic AI tools can answer questions; our AI drives measurable business outcomes. 

 No technical expertise required—our AI is designed for market data professionals.

 Natural language interfaces:
- Ask questions in plain English: "Show me our unused Bloomberg licenses"
- No SQL queries, coding, or complex syntax needed
- Conversational AI understands context and follow-up questions 

 Intuitive workflows:
- Xmon AI Assist integrates directly into your existing Xmon dashboard
- PEAR AI Assist works alongside traditional policy search
- Invoice Processing AI runs automatically in the background 

 Guided experiences: 
- AI provides explanations and context with every recommendation 
- Step-by-step guidance for implementing cost-saving opportunities
- Built-in help and examples for common queries  

 Expert support:
- Customer Success team available for AI feature training
- Managed Services option for organizations preferring hands-off approach
- Regular webinars and documentation updates  

 Progressive adoption:
- Start with simple queries and build confidence
- AI learns your preferences and common questions over time
- No "all or nothing"—use AI features alongside traditional workflows 

 If you can describe what you need in a sentence, our AI can deliver the answer. 

 We are the only provider combining AI with comprehensive spend, usage, and compliance management: 

 Integrated intelligence:
- AI analyzes data across all five market data categories (terminals, subscriptions, display fees, data feeds, usage licenses)
- Correlates spend data with actual usage patterns to identify waste
- Connects usage patterns to exchange policies for compliance validation 

Building your own AI for market data management might seem appealing, but the math and our experience with building industry-specific tells a different story: 

Faster time-to-value
TRG Screen delivers ROI in 3-6 months. Building your own takes 18-36 months—meaning could miss out on hundreds of thousands in annual savings while your competitors optimize costs today. 

Lower total cost
Our subscription model costs $500K-1.5M over 5 years. Building and maintaining your own AI costs $4.7M-9M over the same period. That's $4.2M-7.5M in savings with TRG Screen. 

Proven expertise that’s difficult to replicate
Our AI is trained on 30+ years of market data management experience, 95+ exchange policies, and $13+ billion in managed spend. Building this domain expertise from scratch would take 3-5 years and require hiring specialized consultants at $200K+ each. 

Reduced risk
Industry data shows 80% of custom AI projects fail or underperform—a high risk when proven solutions exist. (Why 80% of AI projects fail — and how smart enterprises are finally getting it right | CIO, November 2026) 

Focus on your core business
Your IT team is likely best focused on building revenue-generating applications and customer-facing innovations—not reinventing market data AI for your internal use that we have already developed and continue to devote significant resources to perfect and expand.