OpenAI reportedly considered creating standalone entities for its robotics and consumer hardware divisions last year, mirroring Alphabet's structure to allow independent growth. The proposal aimed to free these units from the core business's constraints, enabling separate fundraising and operational autonomy. However, the plan was scrapped due to concerns about balance sheet consolidation requirements, as disclosed by sources.

The robotics and hardware divisions were seen as strategic assets but faced integration challenges. By isolating them, OpenAI hoped to attract investors focused on emerging tech while maintaining agility in its AI research. The rejected restructuring would have required both entities to remain financially tied to OpenAI's parent company, limiting their appeal to external backers.

This pivot highlights tensions between scaling peripheral ventures and preserving the $10 billion valuation of OpenAI's core operations. Industry analysts suggest the decision reflects a broader trend of tech firms prioritizing vertical specialization over diversified portfolios. The move also underscores regulatory scrutiny around AI hardware development.

Sam Altman, OpenAI's CEO, previously advocated for hardware-software integration to accelerate AGI timelines. The shelved plan now leaves OpenAI navigating whether to pursue vertical expansion internally or through acquisitions. Investors will watch closely for signs of strategic shifts in its upcoming IPO filings.