Beyond the Boom: Jas Khaira on Building AI Companies Built to Last

AI startups are scaling faster than businesses in any previous generation, but speed is not the same thing as strength. Rapid adoption, viral attention, and sky-high valuations can obscure a fundamental reality: the companies that will define the next era are not simply those that grow the quickest. They are the ones who build the most enduring foundations. That is the core message Jas Khaira, Global Head of Blackstone N1 and Blackstone Growth, will deliver at TechCrunch Disrupt 2026 in San Francisco, October 13–15. In his session “Building the Next Generation of AI Giants,” he will share what one of the world’s largest alternative asset managers looks for when backing category‑defining companies and why more capital does not automatically mean a stronger business.

For decades, startup scaling followed a familiar pattern: raise funds, build product, acquire customers, grow revenue. AI has rewritten that equation. Today, financing an AI company means far more than engineering teams and marketing budgets. It means compute power, data centres, energy infrastructure, and continuous hardware investment costs that can run into the billions before a company achieves sustainable profitability. “Building an AI company can mean financing more than product development and customer acquisition,” Khaira notes. “Compute, data centres, and other infrastructure can add significant capital requirements as companies grow.”

Blackstone’s own investments illustrate the scale. Early this year, the firm backed Neysa, an India‑focused AI infrastructure venture, in financing that could reach $1.2 billion, including planned debt. In July, it joined a $1.5 billion joint venture focused on Anthropic’s implementation and enterprise rollout a bet that the real value in AI lies not just in model creation, but in practical, reliable deployment across industries. These are not casual bets; they represent a recognition that AI leadership will require deep, sustained capital commitment and the discipline to deploy it wisely.

The danger in such a fast‑moving environment is that early traction can be mistaken for long‑term advantage. “Fast growth can attract customers, employees, and investors,” Khaira observes. “But it does not guarantee staying power.” Founders today face an extraordinary pressure: they must make high‑stakes financing decisions while simultaneously building products, hiring teams, competing for users, and determining whether the advantages driving today’s growth will hold up over time. Many will raise large rounds; far fewer will build businesses that endure.

So what separates the two? Khaira points to clarity of purpose, sustainable unit economics, deep integration with real customer needs, and the ability to distinguish between temporary hype and structural advantage. “The right capital can fund the infrastructure, talent, and expansion needed to compete,” he explains. “But raising more money isn’t the same thing as building a stronger company.” Dilution, valuation mismatches, and pressure to grow at all costs can weaken a business as surely as underfunding can stall it. The goal is not to raise the most it is to deploy what you raise most effectively.

Blackstone’s recent activity points to a quiet but important shift in how leading investors evaluate AI potential. The era where “a better model” was enough to secure backing is evolving into one where execution, infrastructure, and real‑world impact matter most. As Khaira highlighted in relation to the Anthropic partnership, the next trillion‑dollar opportunity lies in implementation, taking powerful technology and making it reliable, accessible, and valuable across healthcare, finance, education, and industry.

This shift favours founders who understand their customers as deeply as their code. It rewards teams that can translate technical capability into tangible business outcomes, not just impressive benchmarks. It also means building resilience: diversifying supply chains, securing energy access, and designing systems that can scale without collapsing under their own weight.

Khaira brings a uniquely qualified perspective to these questions. Since joining Blackstone in 2004, he has helped build one of the world’s pre‑eminent investment platforms, founding Blackstone N1 to focus on growth, hybrid, and perpetual private equity across the AI ecosystem and next‑generation high‑growth companies. He serves on multiple investment committees and leads the firm’s Tactical Opportunities business in the Americas, roles that place him at the intersection of capital, strategy, and long‑term value creation.

At Disrupt, he will address founders directly: how to think about capital needs before they become urgent, how to balance ambition with sustainability, and how to build a company that survives the inevitable shifts in market sentiment. “If your company is approaching the point where growth requires significantly more capital,” the session notes, “come hear how Khaira thinks about the decisions that come with scaling.”

For the thousands of founders, investors, and operators gathering in San Francisco, the message is clear: the AI boom is real, but so are its risks. Easy money can mask structural weaknesses; rapid adoption can hide fragile business models; headlines can overshadow fundamentals. The companies that emerge as leaders will be those that treat capital as a tool, not a trophy, that invest in infrastructure and people as deeply as in algorithms, and that build with an eye toward what lasts, not just what trends.

As Khaira prepares to take the Builders Stage, his core insight is timeless: every great technology transition eventually matures. The winners are not those who move the fastest. They are the ones who build the strongest foundations.