The Future of Revenue is Connected From Usage Billing to RevRec: How to Build an AI-Driven Lead-to-Ledger System

AI is transforming how companies design pricing, meter consumption, bill customers, and manage revenue. But AI only delivers value when usage, billing, and revenue recognition operate as one connected lead-to-ledger system. 

The reality? Most organizations still rely on fragmented platforms, manual reconciliations, delayed usage data, and spreadsheets for RevRec—all of which block AI from providing reliable automation, anomaly detection, or invoice prediction. 

As businesses move toward consumption and usage-based pricing, the stakes are even higher. You can’t apply AI to broken billing models, incomplete usage data, or disconnected revenue schedules. 

This webinar brings together three of the most authoritative voices in monetization and revenue automation: 

Igor Stenmark, Managing Director, MGI Research 
Youssef Yaghmour, Chief Technology and Strategy Officer, SOFTRAX + BluLogix 
Alex Knott, CPA and Solutions Consultant, SOFTRAX + BluLogix 

Together, they’ll explore how AI will reshape the entire revenue lifecycle—and what organizations must put in place now to be ready for 2026. 

What You’ll Learn 

AI’s Role in Usage & Consumption Monetization 

• How AI improves usage rating accuracy and error detection 

• Identifying missing, misreported, or anomalous usage before it impacts invoices 

• Applying AI to hybrid, tiered, pooled, and multi-dimensional pricing models 

AI for Invoice Prediction 

• Forecasting invoice amounts, thresholds, and usage spikes before billing runs 

• Predicting adjustments, overages, and contract-level events 

• Preparing customers and finance teams for what’s coming next 

Why Billing + RevRec Must Be Unified for AI to Work 

• The architectural gaps that break AI (data timing, usage normalization, manual RevRec) 

• How integrated lead-to-ledger workflows eliminate revenue leakage and audit risk 

• Why fragmented systems make AI dangerous rather than helpful 

Readiness for 2026 

• The new requirements for usage-driven monetization 

• What companies must do in Q4 2025–Q1 2026 to adopt AI safely 

• Practical steps toward building an AI-ready monetization architecture 

Who Should Attend 

This webinar is designed for: 

• CFOs, Controllers, and Revenue Accounting Leaders 

• CIOs, CTOs, and Heads of Architecture 

• VPs of Product, Pricing, or Monetization 

• RevOps, Billing Operations, FP&A, and Finance Transformation teams 

• SaaS, IoT, UCaaS/CCaaS, MSPs, Telecom, AI Platforms, and Multi-Entity Enterprises 

If your business relies on usage, hybrid pricing, multi-entity billing, or complex revenue recognition, this session is essential.