Apurva Pandey

Founder and CEO Brownloop

Last Reviewed: September 18, 2026

Executive Summary

Apurva Pandey is the founder and Chief Executive Officer of Brownloop, a New York company building intelligence infrastructure for private equity firms. The premise is that private equity is unusually bad at retaining what it learns: each deal generates enormous quantities of diligence, portfolio and market data, and each new deal largely starts over, because the knowledge lives in documents, models and individual people rather than in any system. Brownloop’s platform, Kairos, uses AI agents and knowledge graphs to connect that data across the deal lifecycle, with distinct suites for deal management, investor relations, value creation, business development, and finance and operations, so that a firm compounds institutional memory instead of resetting it. Pandey founded the company in 2021 after leading data analytics and artificial intelligence at Incture and working earlier as a solutions architect at Infosys, and he built the business from 1 World Trade Center with an operations base in India.

Career Highlights

• Founded Brownloop in 2021 and has led it as Chief Executive Officer since.
• Built Kairos, an intelligence platform for private equity organised into experience suites for deal management, investor relations, value creation, business development, and finance and operations.
• Architected the platform around AI agents and knowledge graphs so that data and decisions are linked rather than stored separately.
• Won global private equity clients with substantial assets under management, including leading global buyout funds, though the firm does not disclose names.
• Established the company at 1 World Trade Center in New York and built out an India operations base.
• Assembled a leadership team spanning growth and finance, global operations, client solutions and Kairos engineering.
• Served as Director of Data Analytics and Artificial Intelligence at Incture from 2017 to 2021, and earlier as a Principal in the firm’s Value Engineering Group.
• Began his career as a Solutions Architect at Infosys after taking a B.Tech at IIT Kharagpur.

Professional Journey

Pandey read for a B.Tech at the Indian Institute of Technology Kharagpur between 2001 and 2005 and began his career at Infosys as a solutions architect, work that sits at the boundary between what a client needs and what can actually be built, and which tends to produce people fluent in both enterprise requirements and technical design.

He then joined Incture, where he first worked as a Principal in the Value Engineering Group, a role concerned with quantifying the business value of technology change rather than with delivering it, and later became Director of Data Analytics and Artificial Intelligence, a position he held from 2017 until 2021. That directorship covered the period in which enterprise machine learning moved from experiment to expectation, and it gave him direct experience of what actually goes wrong when large organisations try to make decisions from their own data.

Brownloop followed in 2021. Pandey chose a narrow and demanding customer, private equity firms, and built for a problem particular to them. A buyout firm’s competitive advantage is partly informational, yet the information generated by each deal is dispersed across diligence documents, portfolio reporting, investor communications and the memories of individual dealmakers. The firm therefore knows a great deal collectively and very little accessibly. Kairos, Brownloop’s platform, sets out to change that by using knowledge graphs to connect entities and relationships across a firm’s data and AI agents to act on it, exposed through suites aligned to how the firm actually works: deal management, investor relations, value creation, business development, and finance and operations.

The company operates from 1 World Trade Center in New York, with a substantial operations presence in India, and its leadership covers growth and finance, global operations, client solutions and Kairos engineering. Brownloop serves global private equity firms managing large portfolios, describing them as leading global buyout funds without naming them, and complements the platform with consulting work applying AI and automation to private equity operations.

Education

Indian Institute of Technology Kharagpur

Bachelor of Technology, 2001 to 2005. The field of study is not specified in any source reviewed.