Episode Overview
In this episode of The Margin, Andrew Dailey, Managing Director at MGI Research, sits down with Adam Howatson, CEO of LogiSense, to analyze the structural evolution from flat-fee subscription models to sophisticated usage-based pricing. Driven by market wide subscription fatigue and macroeconomic pressure, B2B and B2C vendors are increasingly forced to align realized value directly with customer spend.
However, moving past basic $X-times-Y$ transactional pricing requires a total reassessment of enterprise architecture, data telemetry, and contract operations. This discussion unpacks the spectrum of consumption-based go-to-market (GTM) strategies, details why native CRMs and legacy systems hit a wall under high volume, and explains how real-time mediation engines serve as the foundation for modern monetization and AI fine-tuning.
Key Analytical Takeaways
- The Usage Spectrum vs. The All-or-Nothing Fallacy: Why consumption pricing is not a binary choice, but a complex operational spectrum ranging from subscription-plus-usage hybrids to commitment drawdowns.
- Where Salesforce Revenue Cloud Hits a Wall: A granular look at the volume, architectural, and data mediation limitations that cause native CPQ and Salesforce billing systems to fail in complex enterprise environments.
- Automated Contract Enforcement over Rigid CPQ Rules: How relying on rigid rulesets can actually force sales teams to create highly bespoke, error-prone manual contracts, and why billing engines must natively automate custom enterprise terms.
- Mediation vs. ETL Engines: Defining the critical technical distinction between asynchronous ETL data movement and real-time, dynamic data transformation required for transactional monetization.
- Real-Time Data as Rocket Fuel for AI Fine-Tuning: How enterprise mediation platforms enrich and transform internal monetization data to train and fine-tune generative AI models on precise business telemetry.
Featured Experts
Andrew Dailey | Managing Director & Analyst, MGI Research
Andrew is a leading voice in monetization infrastructure, guiding enterprise buyers and technology vendors through the complexities of quote-to-cash, billing, and agile monetization strategies.
Adam Howatson | CEO, LogiSense
As the head of LogiSense, Adam is an expert in usage-based infrastructure, billing automation, and high-volume data mediation across technology, communications, and IoT sectors.
