Martech’s Post-SaaS, AI-First Trillion-Dollar Future (Part 2)

Commentary – 1

Forbes: “As one big tech CEO told me recently, “You don’t want to be parked on SaaS Ave. SaaS now is like building real estate in a bad neighborhood.” He wasn’t being glib. The software landscape is shifting underfoot. We’ve entered the age of Agentic Platform Companies (APCs), a convergence of SaaS, software, and cloud built around adaptive, AI-powered systems. A system that intelligently connects a vast landscape of business applications to deliver insights and intelligence that traverses the enterprise environment and makes enterprise software as usable as ChatGPT or Google Search. In this new era, traditional SaaS economics are faltering, and mid-market players are in the crosshairs…SaaS companies that are looking to merely embed AI features into their existing software and seek to charge incremental fees are extremely vulnerable.”

It adds: “The traditional SaaS playbook of dashboards, seat-based pricing, and sprawling product catalogs is breaking down:

  • AI Agents as Interfaces: Many tasks once handled through UIs are now delegated directly to AI.
  • Outcome-Based Pricing: Firms like Salesforce and ServiceNow are experimenting with charging for results, not headcount.
  • Data Consolidation: Fragmented SaaS stacks are being replaced by centralized data hubs to feed AI systems.

… For mid-market SaaS companies, survival requires more than bolting AI onto existing products. It demands reinvention: build products where AI is central, not peripheral; move toward usage- or outcome-based billing; cut underperforming offerings and redeploy capital into AI development; and acquire niche capabilities or position yourself as an acquisition target.”

Mint: “To stay competitive with pure-play AI startups, many SaaS companies are now streamlining operations and aggressively investing in artificial intelligence, according to multiple industry executives. This trend is pushing established SaaS companies to retool quickly. “If SaaS companies don’t integrate AI, they are unlikely to survive the next 2–3 years,” said Nitin Bhatia, managing director at DC Advisory. “We’re seeing the switch happen where pure-play SaaS startups don’t exist anymore. AI is becoming a fundamental part of what they offer—whether it’s to enhance customer experience or product capabilities.””

SaaStr has insights from Jacob Effron, Managing Director at Redpoint Ventures: “AI companies are scaling significantly faster than their traditional SaaS counterparts. Stripe’s data shows AI applications hitting product-market fit and scaling at rates that exceed historical SaaS benchmarks. “When these startups find product-market fit, they’re just scaling way faster than traditional SaaS counterparts,” Effron explained. “This pace of adoption breaks a lot of rules about traditional startups.” The reason? Model costs are plummeting faster than cloud costs ever did. Effron showed data demonstrating that for any given benchmark of capabilities, the cost per token is dropping dramatically year over year—a decline rate that exceeds what we saw during the cloud era. This means: gross margins that look challenging today will improve rapidly, the “AI tax” on unit economics is temporary, [and] focus on end use cases, not current margin profiles… “Velocity is probably the most important thing we look for,” Effron emphasized. “The market changes so fast—it’s both a race to build the breadth of what these models can do, but also a race to translate whatever GPT-5 can do to an end industry.”… Marketing AI feels surprisingly behind sales AI, customer success AI, and other verticals. There’s still room for category-defining companies.”

Jason Lemkin (SaaStr):

Pre-AI: You could take weeks to evaluate a competitive move. Months to plan a product response. Quarters to shift strategy.

AI Age: Your competitor ships three features while you’re planning one. Their AI agents are finding market opportunities faster than your team can discuss them. Their product development cycle is faster than your decision-making cycle.

The pace isn’t relentless because it’s fun – it’s relentless because it’s the new competitive baseline.

…The AI Age intensity isn’t going away. The competitive pressure isn’t decreasing. The capabilities are only getting more impressive.

So where does this lead us?

  • Can humans sustainably operate at AI-enhanced speeds for many years, not just months?
  • Will we develop new forms of cognitive stamina we’ve never needed before?
  • What happens to the companies that master AI intensity versus those that burn out their teams trying?
  • Are we creating a new class of “AI-native” workers who thrive at this pace?
  • Will many if not most of tech just … opt out? If so, where will they go?

The most important question: How do we harness the incredible excitement and capability of AI agents while building organizations that humans can sustainably operate within?

….The productivity gains are real. The competitive advantages are massive. The excitement is genuine.

And the human challenge is unlike anything we’ve faced before.

The SaaS leaders who figure out how to sustain superhuman performance without breaking their teams will be the ones building the legendary companies of the next decade.

Economic Times: “The Indian SaaS industry is experiencing a surge in mergers and acquisitions, fueled by the rapid advancements in artificial intelligence. Smaller companies face funding challenges and struggle to scale, making them acquisition targets. Larger SaaS players are also actively seeking acquisitions to enhance their AI capabilities and stay competitive in the evolving technology landscape.”

Holden Spaht (Thoma Bravo): “We believe that — when combined with the data that sits within them — AI will benefit enterprise software customers in at least two key ways: 1) Democratize access so that more users can make use of deep business insights built from massive data sets; and 2) Enable customers to make real-time operating decisions at scale, with greater speed, precision and less labor input.”

Published by

Rajesh Jain

An Entrepreneur based in Mumbai, India.