Bradley Tusk, founder and CEO of Tusk Ventures, said most artificial intelligence startups will not succeed due to a lack of sustainable business models [1].

This assessment comes as the AI sector continues to attract massive investment based on growth projections. Tusk said the current market relies too heavily on industry hype rather than concrete paths to profitability [1].

Speaking at the Forbes Iconoclast Summit, Tusk said the ability to generate consistent revenue is the primary differentiator between winning and failing companies [1]. He said many startups in the current AI wave are prioritizing rapid scaling over the establishment of clear financial foundations [1].

According to Tusk, investors should shift their focus toward companies that can demonstrate a viable way to make money [1]. He said the long-term viability of an AI venture depends on its business architecture, not just the sophistication of its underlying technology [1].

Tusk said the current environment has created a bubble where the promise of AI obscures the necessity of traditional business metrics [1]. He said the market will eventually correct itself as investors demand actual returns on their capital [1].

This perspective challenges the prevailing trend of valuing AI companies based on user growth or technical milestones. Tusk said that without a clear path to profit, most of these ventures are unsustainable in the long term [1].

Most AI startups will not succeed because sustainable business models matter more than hype.

Tusk's critique reflects a broader transition in the venture capital landscape from a 'growth at all costs' mentality to a 'path to profitability' requirement. As the initial novelty of generative AI wears off, the industry is moving toward a period of consolidation where only companies with legitimate unit economics and scalable revenue streams will survive.