Emerging Trends in AI: OpenAI and Vercel's Pricing Revolution, RaaS with OpenFunnel, and Microsoft's Vision for AI-Driven Workspaces
April 24, 2025

AI is changing how software companies charge customers. Welcome to the pay-as-you-go future.
The SaaS industry is undergoing a significant shift from traditional monthly "per seat" licenses to a usage-based, pay-as-you-go pricing model, driven by the increased computational demands of advanced AI reasoning models. Companies like OpenAI and Vercel are leading this transition, aligning costs more closely with actual usage through token consumption or activity metrics, amidst the rising expenses associated with AI inference tasks. This shift is seen as a necessary adaptation to cover heightened infrastructure costs and ensure economic viability, but it also introduces unpredictability in customer expenses and company revenues. While usage-based pricing promises a more direct alignment between cost and value, it presents challenges such as potential revenue volatility and concerns about the predictability valued in traditional SaaS pricing models. As AI continues to evolve, the industry anticipates that more companies will explore hybrid models or revert to simpler pricing structures if compute costs decrease substantially. (Source)
From SaaS To RaaS: How AI Agents Are Redefining Software
OpenFunnel Co-Founder and CTO Aditya Lahiri discusses the shift from Software as a Service (SaaS) to Result as a Service (RaaS) in the business software landscape, emphasizing measurable outcomes instead of mere software access. As AI agents take center stage, they enhance human capabilities by handling tasks traditionally requiring human intervention, such as lead qualification and customer support, with compensation tied to real results. This paradigm fosters a partnership model with aligned incentives and shared risk. In the go-to-market sector, companies like Intercom have already adopted RaaS, charging based on successful AI-driven resolutions. OpenFunnel's AI agents, backed by extensive data integration and ethical transparency, exemplify this shift, promoting human-AI collaboration as a means for businesses to achieve a competitive edge and fundamentally redefining technology valuation through actual business impact rather than subscription fees. (Source)
You'll soon manage a team of AI agents, says Microsoft's Work Trend report
Microsoft's 2025 Work Trend Index Annual Report highlights the emergence of "Frontier Firms," organizations that integrate AI agents with human workforces to enhance productivity and redefine operational structures. Based on survey data from 31,000 workers across 31 countries, the report outlines a three-phase transformation process from AI assistants to teams of AI agents collaborating with humans. In these organizations, AI doesn't just automate tasks but acts as digital colleagues contributing to more meaningful work, thus addressing the global workforce's capacity gap. As AI continues to reshape industries, the balance between digital and human labor is crucial, with AI-specific roles and upskilling becoming a priority for businesses. The report suggests a paradigm shift towards a "Work Chart," mirroring film production models, where flexible, goal-driven teams, both human and AI, form and disband, reflecting an evolving work landscape. (Source)
Agentic AI And SaaS: A Future Of Augmentation, Not Replacement
EcoSec Works' founder and CEO/CTO discusses the transformative potential of agentic AI in cybersecurity and enterprise automation, emphasizing its application in real-time threat adaptation, infrastructure resilience, and zero-trust architectures. The article explores the synergy between agentic AI and SaaS, suggesting that while AI will enhance SaaS platforms like Salesforce Einstein by improving decision-making and workflow management, it is poised to replace RPA by overcoming its limitations and handling complex, dynamic workflows. Microsoft CEO Satya Nadella envisions AI agents dissolving traditional SaaS boundaries, but the author believes SaaS will remain foundational, with AI augmenting rather than replacing it, signaling a shift toward AI-augmented ecosystems in business applications. (Source)
Addressing Artificial Intelligence Agent Legal Difficulties
A&O Shearman attorneys have been appointed as defense counsel for Toronto-Dominion Bank and other defendants in a securities class action filed by Bleichmar Fonti & Auld in the New York Southern District Court. The lawsuit, case number 1:24-cv-09445, Gonzalez v. The Toronto-Dominion Bank et al., alleges that the defendants failed to disclose significant deficiencies in the bank's compliance with the Bank Secrecy Act and the quality of its anti-money laundering controls. The case is presided over by U.S. District Judge Arun Subramanian. (Source)