Brane
Brane
“AI Associate for Institutional Equity Research”
Brane is an institutional equity research platform that replaces manual analyst workflows with a graph-based intelligence layer — delivering deep, auditable insights across supply chains, commodities, and business breakdowns.
The opportunity
The global equity research market spanning software, data infrastructure, and human capital represents a $94 billion addressable opportunity, yet remains one of the most underdigitized verticals in financial services. The financial data analytics segment stands at $500 million today (India), doubling to $1 billion within four years at an 18% CAGR, while Indian AUM compounds at 24% annually
The brief
Brane is an AI-native equity research platform built specifically for Indian markets. Unlike generic AI tools, Brane encodes the relationships that matter most like promoter structures, regulatory context, and cross-sector dependencies, delivering insights that are source-grounded, traceable, and defensible. Validated through 150+ analyst interviews, Brane directly addresses the core pain of Indian institutional research: information overload, data fragmentation, and manual aggregation. Analysts stop verifying summaries and start making decisions.
The edge
Most AI finance tools are horizontal LLM wrappers, Brane is architected differently.
Why now
The world is generating more events, more assets, and more noise than at any point in history and the pace is accelerating. Global capital markets now span thousands of instruments, cross-border supply chains, real-time macro signals, and an unrelenting flood of corporate disclosures that no human research team can meaningfully track at scale. The complexity of asset management has quietly outgrown the human capital available to manage it. But for the first time, it doesn't have to. The convergence of large language models, graph-based data infrastructure, and workflow-specific AI means intelligence can now be trained and deployed faster than any analyst team, cutting through petabytes of financial noise to surface only what's decision-relevant. Brane exists because this moment is now. The tools to map deep financial workflows to automated, auditable intelligence pipelines simply didn't exist two years ago. Institutional appetite for AI-native research has crossed the adoption threshold, and the inefficiency of legacy processes is too expensive to ignore. The window to define this category is open. We intend to own it.
The builders
Yashovardhan Pareek
Former Business Head at Pareek Paper Industries, where they ran operations and drove growth before stepping into entrepreneurship. Brings a strong cross-functional foundation a PGP in Startup Leadership from Mesa School of Business, an MBA in Finance and Entrepreneurship from Haroun Education Ventures, and a BMS in HR from SK Somaiya, Mumbai.
