The biggest AI opportunities lie in replacing human labor costs, not just competing for existing software budgets. Gokul observes this shift happening in stages: companies first cut outsourced BPO spend, then freeze hiring for roles that leave, and only later resort to layoffs.

Selling an efficiency-focused SaaS tool is harder than ever. CIOs are cutting classic SaaS tools while expanding their AI budget. Any remaining efficiency spend is being consumed by price hikes from giants like Salesforce, leaving no room for new, non-AI vendors.

Historically, payroll has dominated corporate expenses. As AI automates knowledge work previously done by humans, a significant portion of the budget will shift. Spend on SaaS, APIs, and model usage will grow from a small percentage to a major line item, displacing traditional labor costs.

AI agent spending won't be confined to limited IT budgets. Instead, it will draw from massive line-of-business operating budgets (OpEx), pitched as augmenting core workflows. This shift could realistically double enterprise technology spend.

AI platforms like Anthropic and OpenAI are seeing unprecedented revenue growth because they're augmenting and competing with human labor costs. This is a far larger market than traditional IT budgets, enabling multi-billion dollar revenue months.

The end of subsidized AI pricing is forcing companies to confront its true operational expense. As AI bills begin to rival payroll, a fundamental transition is occurring where capital expenditure on silicon (CapEx) is displacing operational expenditure on human neurons (OpEx), reshaping corporate budgets.

The challenge for SaaS isn't simply adding an AI agent. Growth is attacked by shrinking workforces (seat contraction), CIO budgets shifting to AI, and aggressive price hikes that eliminate upsell opportunities. This combination makes returning to the high-growth, high-NRR days of the past unlikely.

The explosive AI revenue growth stems from corporations re-categorizing the spending. It's no longer a line item in a constrained IT budget but a strategic investment in labor augmentation and replacement. This unlocks a vastly larger pool of capital from operational budgets, fueling hypergrowth.

A 'tale of two cities' exists in SaaS. Traditional software budgets are frozen, with spending eaten by price hikes from incumbents. Simultaneously, new, separate AI budgets are creating massive opportunities, making the market feel dead for classic SaaS but booming for AI-native solutions.