RightRev CEO Warns AI Pricing Disrupts SaaS Economics
RightRev CEO Jagan Reddy warns that AI-driven token and outcome-based pricing models are breaking traditional SaaS financial systems and increasing audit risks.
Jagan Reddy, founder and CEO of RightRev, warns that artificial intelligence is fundamentally altering software-as-a-service economics. He argues that the industry is shifting away from predictable pricing toward token- and outcome-based models, which traditional financial systems are structurally incapable of handling.
Reddy asserts that these highly variable deals lead to increased audit risks and revenue recognition challenges. Because pricing is tied to usage or specific results, revenue becomes harder to predict, and financial reporting often relies on guesswork.
To maintain competitiveness and accountability, Reddy advises software companies to audit their financial infrastructure and implement live usage tracking. He recommends aligning pricing teams with revenue accounting to ensure systems can support dynamic monetization models without slowing down sales.
