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The Shift Beyond Subscriptions: Adam Howatson on Unlocking Complex Consumption and Mediation Architecture
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.
View all episodes
By MGI ResearchEpisode 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.