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Predictive AI firm Intangles grabs $30M funding led by Avataar Venture Partners

October 7, 2025

Predictive AI firm Intangles on Tuesday said it raised $30 million in a Series B funding round led by growth-stage venture capital fund Avataar Venture Partners, with follow-on investments from Baring India Private Equity and Cactus Partners.

 

Founded in 2016 by Anup Patil, Neil Unadkat, Jayshri Patil, and Aman Singh, Intangles specialises in artificial intelligence (AI)-powered predictive analytics for fleet management. Using Internet of Things, AI, and digital twin technology, the startup helps vehicle original equipment manufacturers (OEMs) and fleet operators with proactive vehicle health monitoring and maintenance.

 

The Pune startup, which operates across North America, Europe, Southeast Asia, and the Middle East, managing over 400,000 vehicles across multiple industries, will use the fresh capital to drive global deployment of its predictive AI systems.

 

“Intangles targets the most critical and hard-to-solve problem of providing truly predictive maintenance for fleet owners through its AI platform. This is a global problem, and we have not seen any other players crack this problem the way Intangles has, which is reflected in the quality of the client logos we see in geographies such as North America and Europe,” said Anirudh Singh, Partner at Avataar Venture Partners.

 

Intangles has developed Inroute, an AI-driven vehicle platform powered by proprietary datasets and digital twin technology, which predicts specific vehicle failures up to a month in advance with about 95% accuracy, the startup claims.

 

Its SaaS model targets global markets in fleet telematics, predictive maintenance, and digital twin analytics across commercial, construction, and off-highway vehicles.

 

“What drew us to Intangles early on and keeps us deeply engaged is their instinct for solving real-world constraints at system scale,” said Anurag Goel, Co-founder and General Partner at Cactus Partners, adding that as industries face rising operational entropy, solutions like Intangles offer a new kind of control that is practical, predictive, and aligned with the pressures of today’s markets.

 

The AI-powered predictive analytics market for fleet management is experiencing significant growth, driven by the increasing need for operational efficiency, cost reduction, and compliance.

 

The Pune-based startup raised $10 million in a Series A round from Baring Private Equity Partners India in February 2023.

Thank you for your interest in Intangles

We’re looking forward to showing you what Intangles can do for you.


One of our team members will be in touch soon to arrange for a personalized demonstration.


If you have any questions in the meantime, please feel free to reach out to us directly by emailing us at sales@us.intangles.com or calling us at 747-229-2727.


Yours truly,
Team Intangles

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Our Leadership

Alex Asnovich

Board Advisor

Alex-Asnovich

A Forbes Top 50 Global CMO, Alex has served as Chief Marketing Officer across four high-growth technology companies, bringing 25+ years of experience driving transformational growth across SaaS, AI, and IoT, from ambitious startups to Fortune 500 corporations. He has held senior marketing leadership roles at Samsara, Motorola Solutions, Avigilon, Axon, Hikvision, and HERE Technologies, among others, consistently delivering pipeline growth and scaling revenue at every stage. Alex’s expertise spans strategic Go-to-Market, demand generation, brand stewardship, and category creation, enabling companies to build high-performing marketing organizations and expand into global markets. He holds an MBA from the W. P. Carey School of Business at Arizona State University and a Bachelor’s degree from Michigan State University.

 

Thank you for your enquiry

We’re looking forward to showing you what Intangles can do for you.

 

One of our team members will be in touch soon.

 

If you have any questions in the meantime, please feel free to reach out to us directly by emailing us at connect-na@intangles.com or calling us at 747-229-2727.

 

Yours truly,
Team Intangles

Our Leadership

George Thangadurai

Board Advisor

George Thangadurai

Since 2019, George Thangadurai has served as a founding partner at Avataar Venture Partners, a growth-stage venture capital firm with over $1B AUM. He is an angel investor and advises early-stage startup companies. George also currently serves on the boards of Chef Robotics, Inc., an AI-powered robotics company, Chalo Mobility Ltd., an international transportation technology company, and Sonim Technologies Ltd., a publicly listed IoT solutions company. From September 2020 to October 2023, George served as Chief Executive Officer and a director of Heal Software, Inc., an AIOps company. From November 2014 to December 2020, Mr. Thangadurai was EVP and Head of Global Business at Borqs Technologies, Inc., an E2E IoT solutions company, where he played a key role in its listing on Nasdaq. Earlier in his career, Mr. Thangadurai held various executive, board director and advisor roles, including roles at Mobiliya Technologies (acquired by Quest Global), BR.Droid (Brazil), VitalTech, and spent over two decades at Intel Corporation in multiple senior leadership positions, including GM of PC Services, GM of Strategy & Product Management for the Mobile PC Group and member of the Intel Capital Investments Board. He has 6 USA patents and 2 IEEE publications. George holds a MS in Computer Engineering from the University of Rhode Island, RI, USA.

 

Our Leadership

Prathamesh Adhikari

Chief Marketing Officer

Prathamesh-Adhikari

Prathamesh Adhikari is the Chief Marketing Officer at Intangles. He brings over 16 years of experience across strategic marketing, business strategy, digital transformation, sales, and key account management, having worked with organizations such as Michelin, Mahindra, Larsen & Toubro, Metso Minerals, and Atlas Copco across India, Africa, Asia, and the Middle East. At Intangles, he leads the marketing function with a focus on strengthening market positioning, shaping go-to-market strategy, and accelerating growth across global mobility and fleet intelligence markets.

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Thank you for your interest in Intangles

Need further information or assistance?

We are here for you.

 

Contact us at +91-7385550898 via email at connect@intangles.com.

 

Stay in touch for more insights and updates.

We look forward to exploring new possibilities with you.

Thank you for your interest in Intangles

Need further information or assistance?

We are here for you.

 

Contact us at +91-7385550898 via email at connect@intangles.com.

 

Stay in touch for more insights and updates.

We look forward to exploring new possibilities with you.

Thank you for your interest in Intangles

Need further information or assistance?

We are here for you.

 

Contact us at +91-7385550898 via email at connect@intangles.com.

 

Stay in touch for more insights and updates.

We look forward to exploring new possibilities with you.

Thank you for your interest in Intangles

Need further information or assistance?

We are here for you.

 

Contact us at +91-7385550898 via email at connect@intangles.com.

 

Stay in touch for more insights and updates.

We look forward to exploring new possibilities with you.

Thank you for your interest in Intangles

Need further information or assistance?

We are here for you.

 

Contact us at +91-7385550898 via email at connect@intangles.com.

 

Stay in touch for more insights and updates.

We look forward to exploring new possibilities with you.

Thank you for your interest in Intangles

Need further information or assistance?

We are here for you.

 

Contact us at +91-7385550898 via email at connect@intangles.com.

 

Stay in touch for more insights and updates.

We look forward to exploring new possibilities with you.

Thank you for your interest in Intangles

Need further information or assistance?

We are here for you.

 

Contact us at +91-7385550898 via email at connect@intangles.com.

 

Stay in touch for more insights and updates.

We look forward to exploring new possibilities with you.

Intangles: AI-Powered Fleet Management & Predictive Maintenance Solutions
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