AI-native strategic intelligence startup Quantum Tiger raises funding at $2 million valuation - Indian Startup News

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Quantum Tiger, an AI-native strategic intelligence startup building next-generation operational intelligence infrastructure, today announced the closure of its pre-seed foundation round at a valuation of $2 million.

The round was backed by a prominent Middle East-based family office, with the funding amount remaining undisclosed.

Founded in Kolkata, Quantum Tiger is developing an intelligence operating system designed to help enterprises and institutions transform fragmented information into contextual, operationally actionable intelligence. The platform combines graph memory systems, adaptive risk analysis, contextual AI reasoning, and intelligence workflows to support strategic decision-making across increasingly complex operational environments.

It enables organizations to ingest, connect, and analyze documents, operational reports, communications, intelligence feeds, and enterprise knowledge systems within a unified AI-native workspace powered by graph-based memory architecture and contextual reasoning models.

“Most organizations today do not suffer from lack of data. They suffer from lack of intelligence coherence,” said Rana Dutta, CEO & Co-founder of Quantum Tiger.

“The next decade will belong to systems capable of reasoning across fragmented operational environments, continuously synthesizing context, and assisting leadership with real-time strategic intelligence. We are building Quantum Tiger with the belief that intelligence infrastructure will become as foundational to enterprises as cloud infrastructure became over the last twenty years.”

“Organizations today are entering an era where operational complexity is increasing faster than their ability to synthesize intelligence,” said Manas Paul, COO & Co-founder of Quantum Tiger.

“What excites us is the opportunity to build systems that can move beyond static dashboards and isolated analytics toward contextual operational reasoning. We believe the future of enterprise intelligence will be defined by platforms capable of continuously connecting signals, relationships, and strategic context in real time.”