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OpenAI Struggles with Adoption, Plans Joint Venture to Crack Enterprise Market

OpenAI Struggles with Adoption, Plans Joint Venture to Crack Enterprise Market

June 27, 2026
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According to Reuters, OpenAI's main challenge has shifted from building AI to making enterprises actually use it. To accelerate adoption, the company is in talks with top private equity firms like TPG and Bain Capital to form a joint venture valued at roughly $1 billion.

The plan involves investors contributing $400 million, aiming to leverage these asset managers' extensive networks of portfolio companies to create direct sales channels for OpenAI across industries. Currently, OpenAI's enterprise business generates $1 billion in annualized revenue, accounting for 40% of total revenue, but demand growth has surpassed its delivery capacity.

OpenAI

Building a "Ground Force" to Overcome Implementation Bottlenecks

OpenAI's application business CEO Fidji Simo stated that the company is forming a dedicated "deployment arm" team. Its core strategies include:

Engineers on-site: Directly sending engineers into customer organizations to adapt data and software to specific workflows.

Deepening the Frontier platform: Providing customized support for enterprise-level AI agent platforms.

Collaborating with consulting giants: Filling service gaps by establishing the Frontier Alliances partnership program with firms such as McKinsey and Accenture.

Industry Consensus: AI Enters the "Last Mile"

OpenAI isn't alone in this push; competitor Anthropic is also discussing similar joint ventures with institutions like Blackstone. This reflects a common bottleneck in the large model industry: simply offering APIs or chat interfaces is no longer sufficient to drive deep transformation. Real progress depends on how effectively the technology can be embedded into complex corporate business processes.

With API usage surging 20% after the release of GPT-5.4, OpenAI is attempting to build an insurmountable service barrier in the enterprise AI arena through this "joint venture + on-site" heavy-asset model.

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Comments (1)
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GregoryJones
GregoryJones September 7, 2026 at 4:00:09 PM EDT

OpenAIがエンタープライズ市場で苦戦しているというニュース、面白いですね。技術を作るだけでなく、実際に企業に導入してもらうのがいかに難しいか、改めて実感させられます。TPGやベインキャピタルとのJVは、資金力だけでなくビジネスモデルの確立にも寄与するでしょう。ただ、AIの倫理面やデータセキュリティへの懸念が完全になくなるわけではないので、透明性の高い運用を期待したいです。🤖💼

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