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NimbleEdge

Category: AI Infrastructure

An on-device AI platform that enables enterprises to deliver fast, adaptive, and private user experiences by deploying, managing, and optimizing models directly on user devices. NimbleEdge was founded in 2021. The company is led by Varun Khare. Based in San Francisco, CA, USA (Headquarters) and Bengaluru, India. Team size: 11-50. Total funding raised: $3.32M USD. Latest round: Seed. Key investors include Neotribe Ventures, Sistema Asia Capital, Angel investors and AI leaders from OpenAI, Meta, and Google.

Founded
2021
Headquarters
San Francisco, CA, USA (Headquarters) and Bengaluru, India
Team size
11-50
Total funding
$3.32M USD

Value proposition

Deliver superior, real-time AI-driven experiences to users directly on their devices, ensuring data privacy, reducing cloud costs, and improving application performance.

Products and solutions

DeliteAI: Open-source, on-device agentic AI platform with production-ready SDK, on-device Python runtime, and Agent Marketplace., NimbleEdge Assistant: Fully on-device conversational AI assistant with built-in productivity capabilities., Foundry Local for Android (in partnership with Microsoft): LLM server running directly on Android devices.

Unique value

A privacy-first, on-device machine learning platform that allows companies to run and manage AI models directly on end-user devices, enabling personalization without accessing or centralizing sensitive user data.

Target customer

Enterprises with large-scale mobile applications that require real-time personalization, low-latency AI features, and a strong commitment to user data privacy.

Industries served

Mobile Applications, Gaming, Fintech, E-commerce & Retail

Technology advantage

Enables real-time, on-device AI processing which guarantees data privacy (data never leaves the device), reduces cloud infrastructure costs, and provides low-latency user experiences. Its platform is built to scale across millions of diverse mobile devices.

How they differentiate

NimbleEdge offers an enterprise-focused, on-device AI platform designed for delivering real-time, personalized experiences in mobile apps while ensuring data privacy and reducing cloud dependency. Its approach is tailored for commercial applications, contrasting with more general-purpose or community-driven open-source alternatives.

Main competitors

TensorOpera AI, FedML, Flower, OpenMined

Key partnerships

Microsoft: Partnership to launch Foundry Local for Android (announced Nov 2025)., PyTorch and ONNX: AI infrastructure partners., Backed by Neotribe Ventures, Sistema Asia Capital, and angel investors from OpenAI, Meta, and Google.

Notable customers

Powering AI/ML experiences across 30+ million devices in production for gaming and e-commerce apps., Working with large mobile apps in the U.S. and India (specific names under NDA).

Major milestones

Secured a $3.32M seed round from prominent VCs and angel investors (2021)., Launched DeliteAI, the first open-source on-device agentic AI platform (July 2025)., Partnered with Microsoft to launch Foundry Local for Android (Nov 2025)., Scaled on-device AI deployments across 30+ million devices in production., Launched NimbleEdge Assistant, the first fully on-device conversational AI assistant (May 2025).

Growth metrics

Actively working with large mobile applications in the U.S. and India; growing developer interest through its focus on scalable on-device AI solutions.

Market positioning

A leading provider of on-device machine learning platforms for enterprises seeking to deploy AI on mobile and edge devices at scale while ensuring user privacy and low latency.

Geographic focus

Primarily United States and India, with a focus on large mobile app markets.

Patents and IP

No public patents are listed; the company's strategy appears to be focused on its proprietary platform and contributions to the AI ecosystem.

About Varun Khare

Founder & CEO of NimbleEdge. Previously served as Federated Learning Lead at OpenMined and holds a B.Tech in Computer Science from IIT Kanpur. Experience bridging research and production in secure and private AI.

Official website: