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OpenAI's COO says if you're bullish on AI, you can be bullish on legacy software too

Shubhangi Goel
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OpenAI’s COO Brad Lightcap dismissed fears of legacy software decline, stating established firms are rapidly integrating AI with startup-level urgency. He cited their strong customer relationships as a key advantage during a recent podcast. The February "software apocalypse" saw stocks like Salesforce and Microsoft drop 24-30% amid fears AI could replace traditional tools. Investors panicked after Anthropic’s AI clerical tool debut threatened enterprise software demand. Lightcap argued legacy firms are rethinking customer journeys and expanding into new markets using AI, calling their pace "exciting." He suggested bullish AI investors should also consider legacy software as a contrarian bet. Asana’s CEO Dan Rogers echoed this, claiming AI agents increase demand for work-management systems to coordinate human-AI collaboration. He framed AI as an enhancer, not a replacement, for existing tools. Nvidia’s Jensen Huang and a16z’s Anish Acharya also defended legacy software, calling AI-driven replacement fears "illogical." Huang noted AI relies on existing tools, while Acharya dismissed cost savings from AI-built ERP/CRM as minimal.
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OpenAI's COO says if you're bullish on AI, you can be bullish on legacy software too

Brad Lightcap said that software incumbents are working hard to incorporate AI. GTC via Getty Images 2026-04-02T07:08:18.279Z Share Copy link Email Facebook WhatsApp X LinkedIn Bluesky Threads lighning bolt icon An icon in the shape of a lightning bolt.

Impact Link Save Saved Read in app This story is available exclusively to Business Insider subscribers. Become an Insider and start reading now. Have an account? Log in. Brad Lightcap said legacy software companies are working swiftly to adopt AI He added that these tech companies are moving as quickly as startups. His comments follow a brutal February sell-off of software stocks — or the "software apocalypse." AI-generated summary Summaries are generated by an AI model trained on Business Insider's articles. AI may make mistakes or provide inaccurate/incomplete information. We're unable to load that answer right now. Please try again. What is the "software apocalypse"? Why did software stocks plummet in February? How can AI benefit legacy software firms? How are software companies using AI? What role does AI play in work management? Legacy software makers are not sleeping behind the AI wheel, says OpenAI's chief operating officer. Loading audio narration... On an episode of the "Uncapped" podcast released on Wednesday, Brad Lightcap said that the software sell-off may have been unwarranted because software companies are working hard to incorporate AI."A is: All of these companies are kind of as motivated and moving as quickly as any startup," he said. "B is: They've got amazing customer relationships." Lightcap joined OpenAI in 2018 as its chief financial officer and transitioned to becoming the COO of the frontier lab in 2022.On Wednesday's podcast, he said that, in OpenAI's experience working with these companies, he sees them rethinking the entire customer journey and exploring how they can serve additional markets with AI. He added that he would be concerned if this segment of companies, which includes giants like Salesforce, Microsoft, and Oracle, were "asleep." "You've got everyone trying to run at the same speed, and I think that's exciting," he said. "I would say if you're kind of long AI, and long, startups, then it might even make sense, maybe, as a contrarian opinion, to be long legacy software, too."Lightcap's comments follow a brutal sell-off of software stocks, dubbed the "software apocalypse." The sell-off started in early February, when already-wary investors panicked about Anthropic's new AI tool, which can perform a range of clerical tasks for people working in the legal industry. Shares of firms including Salesforce, Snowflake, and Microsoft are down between 24% to 30% so far this year on concerns that companies can now use AI to build their own tools.The OpenAI COO isn't the only one staying bullish on legacy players. Dan Rogers, the CEO of work-management company Asana, which was punished especially hard in the sell-off, said that AI agents only make his company's software more attractive."With AI and AI agents, the coordination problem doesn't go away. It actually expands exponentially," Rogers told Business Insider's Alistair Barr. He added that work management systems need to be in place for humans and thousands of AI agents to work together. Other tech leaders have weighed in on the potential savings from using AI or vibe coding your own software.In a February podcast, Andressen Horowitz general partner Anish Acharya said that using AI to build resource planning or payroll tools would only save about 10% of costs. "You have this innovation bazooka with these models. Why would you point it at rebuilding payroll or ERP or CRM," Acharya said, referring to enterprise resource planning and customer relationship management software.At a February event, Nvidia CEO Jensen Huang dismissed the sell-off. "There's this notion that the tool industry is in decline and will be replaced by AI," Huang said, explaining how AI will use the tools software offers and not reinvent its own.He added, "It is the most illogical thing in the world, and time will prove itself."

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