Nvidia Acquires Kumo AI in ~$400M Push Into Enterprise Predictive Models

Nvidia has acquired enterprise AI startup Kumo AI for at least $400 million, strengthening its push into predictive foundation models for structured business data, reported The Information. The deal brings Kumo’s co-founders and proprietary graph neural network technology into Nvidia’s enterprise AI portfolio.

Kumo AI is a Mountain View–based enterprise AI startup founded in 2021 by Vanja Josifovski, Hema Raghavan, and Jure Leskovec. It raised $37 million in funding, led by Sequoia Capital, before being acquired by Nvidia in 2026.

In terms of funding, Kumo AI raised $37 million in 2022, with Sequoia Capital leading the investment. Other backers included SV Angel and a group of angel investors. Before its acquisition by Nvidia in 2026, Kumo had already secured enterprise customers such as Reddit, Sainsbury’s, DoorDash, Databricks, and Snowflake, positioning itself as a key player in predictive AI for business applications.

Key Facts About the Acquisition

• Deal Value: At least $400 million (reported by The Information).
• Company Acquired: Kumo AI, founded in 2022, focused on predictive AI for enterprise data.
• Co-founders: Vanja Josifovski, Hema Raghavan, and Jure Leskovec (all now at Nvidia).
• Funding History: Raised $37 million in 2022 from Sequoia Capital.
• Customers: Reddit, Sainsbury’s, DoorDash, Databricks, Snowflake.
• Technology: Uses graph neural networks and a proprietary Predictive Query Language to automate data preparation and answer predictive business questions.

Strategic Purpose

• Enterprise AI Expansion: Nvidia is broadening beyond chips into enterprise AI software, embedding predictive models directly into workflows.
• Hardware Synergy: Kumo’s models are expected to be optimized for Nvidia GPUs, strengthening Nvidia’s AI foundry software ecosystem.
• Competitive Edge: Helps Nvidia compete with hyperscalers (AWS, Google Cloud, Microsoft) and enterprise-focused AI rivals like Anthropic.
• Use Cases: Customer churn prediction, payment risk analysis, and operational forecasting for structured enterprise data.

Technical Highlights

• Graph Neural Networks: Represent enterprise data as nodes and edges, enabling richer predictive insights than row-based models.
• Predictive Query Language: Translates natural-language questions into model queries.
• Automation: Cuts manual data preparation effort by up to 95%.
• Latest Release: KumoRFM-2 model (April 2026), designed for structured data analysis.

Nvidia’s Broader Context

• Q1 FY2027 Revenue: $81.6B (up 85% YoY), driven by data center demand.
• New Products: Vera CPU, Cosmos 3 foundation model for robotics/autonomous driving.
• Challenges: Component shortages limiting near-term growth despite record demand.

Why It Matters for Enterprises

• Faster AI Deployment: Kumo’s automation reduces setup time, making predictive AI accessible to non-technical teams.
• Integration Potential: Likely to be embedded into Nvidia’s enterprise AI stack, enabling customized models for industries like retail, finance, and logistics.
• India Context: Gurugram’s IT and consulting firms could benefit early, given Nvidia’s global rollout and Kumo’s enterprise focus.

Nvidia has been on an aggressive acquisition spree in 2024–2026, targeting AI infrastructure, semiconductors, and enterprise software. Its most recent deals include the $400M purchase of Kumo AI, a $20B acquisition of Groq, and a $700M buyout of Run:ai.

Nvidia’s Major Recent Acquisitions (2024–2026)

Company	Year	Deal Value	Sector	Key Focus
Run:ai	2024	$700M	AI Infrastructure	Israeli AI orchestration platform for GPU scheduling and enterprise AI workloads.
Deci	2024	$300M	Deep Learning	Acceleration platform improving model performance up to 15x.
Groq	2025	$20B	AI Chips	High-performance inference processors; Groq’s TPU-like tech integrated into Nvidia’s AI factory.
Shoreline.io	2024	$100M	Cloud Ops	Automates system incident fixes; founded by ex-AWS executive.
OctoAI	2024	$250M	Healthcare AI	Seattle-based startup focused on medical AI solutions.
VinBrain	2024	Undisclosed	Healthcare AI	Vietnamese healthcare AI subsidiary of Vingroup.
Kumo AI	2026	$400M	Predictive AI	Structured data predictive models using graph neural networks.
OpenAI (equity stake)	2026	$30B+	Generative AI	Strategic investment to deepen Nvidia’s role in LLM deployment.
Corning	2026	$2.7B	Optical Connectivity	Strengthening data center interconnects.
Intel (stake)	2025	$5B	Semiconductors	Partnership to expand AI chip collaboration.