This Week in AI Funding: Enterprise Infrastructure Wins Big (2026)

Venture capital continues pouring into AI infrastructure, inference platforms, and bio-tech models while consumer apps take a back seat. Here is the breakdown of key raises from Together AI, Fireworks AI, and Neko Health.

Financial chart header showing investment distribution in AI infrastructure and biotech funding rounds.
Weekly AI funding roundup and venture capital highlights. Graphic courtesy of AI News Round.

The checks are getting bigger, and they are increasingly going to the unglamorous plumbing of AI, not flashy consumer apps.

Together AI — $800M Series C

Together AI raised an $800M Series C led by Aramco Ventures, with participation from Vista Equity, General Catalyst, Nvidia, and Salesforce Ventures. The round pushes the company's valuation past $8.3B. Together AI provides the essential infrastructure layer enabling enterprise teams to train and serve open-source models. Official announcements can be viewed on Together AI.

Fireworks AI — $1.5B Funding

Fireworks AI closed a $1.5B round, marking one of the largest single AI infrastructure raises of the month. The investment reinforces a clear trend: venture capital is backing the operational layer of the AI stack, not just the model labs sitting on top of it. Details are available at Fireworks AI.

Neko Health — $700M Series C

Led by Lightspeed, Neko Health raised $700M in Series C funding. The raise highlights that AI-driven preventive health remains one of the few consumer-facing categories attracting mega-rounds alongside pure infrastructure plays. Learn more via Neko Health.

Chai Discovery — $400M Series C

AI drug discovery platform Chai Discovery secured $400M at a $3.8B valuation. The round was led by Index Ventures, with Sequoia Capital and Kleiner Perkins participating, showing that AI-for-biology continues to command major life-sciences capital. Visit Chai Discovery for company details.

Smaller but Notable Raises

  • Even Realities: Raised $150M (pre-Series B) for camera-free AI smart glasses, led by Meituan and Tencent. Discover product specs at Even Realities.

  • Radical Numerics: Closed a $50M seed round for foundational AI research, led by Emergence Capital.

What It Means for You

The infrastructure-over-apps investment pattern has held firm. For developers and founders building on top of the AI stack, capital and emerging tooling are concentrating primarily around the plumbing layer: inference acceleration, training ops, and data pipelines.

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