Beyond the Spreadsheet: Pradesh Raj on What Private Capital and Digital Asset Investors Miss
Pradesh Raj has spent years evaluating businesses and commercial transactions, first in physical commodity trading and now through Stratos Principal, the private capital and digital assets arm of Stratos Group. In this interview, he explains why a profitable business on paper and a genuinely strong business are two very different things, what most write-ups on private capital and digital asset infrastructure leave out, and why investors tend to decide whether something is worth buying far too early.
When the numbers stop making sense
Asked when a deal first looked sound on paper but the business behind it turned out to be weaker than the numbers suggested, Raj said the pattern has come up repeatedly. He said "a profitable business on paper and a genuinely strong business are two very different things."
He described how impressive revenues, healthy margins and consistent growth can mask fragility once you examine how a business actually operates. The numbers may be supported by things that are not particularly sustainable: heavy reliance on one or two customers, margins that only work because the founder personally manages every relationship, or strong profits paired with constant cash-flow strain because receivables are not collected efficiently.
His commodity trading background shaped that view. A transaction can show an attractive margin, but the margin means little if the counterparty cannot perform, the logistics do not work, or the money cannot be collected. He now applies the same thinking to private capital and business ownership through Stratos Principal. He said "I'm much more interested in what supports the numbers than the numbers themselves," adding that the real question is whether a business can keep performing when conditions change, customers leave, or the founder is no longer holding everything together. As he put it, "you're not buying a spreadsheet. You're buying the business behind it."
The cost of actually running the business
On what keeps coming up when assessing real earning power, Raj pointed to the cost of actually running the business. Investment discussions tend to focus on revenue growth, EBITDA, assets under management, transaction volumes and valuations. Those are useful measurements, he said, but they do not always show how much money a business can genuinely generate for its owners.
He looks instead at cash conversion, working capital requirements, customer concentration, recurring operating costs and how much additional capital is needed just to maintain the existing business. A company might generate a million dollars in accounting profit, but if most of that is tied up in receivables, inventory or ongoing capital requirements, the cash actually available to owners can be significantly lower.
Digital asset infrastructure presents a similar problem in a different form. People often focus on transaction volumes, custody arrangements, technology, institutional adoption and market size. Raj is more interested in what remains after accounting for liquidity requirements, banking dependencies, compliance, security, counterparty exposure and the actual cost of executing transactions. He said "high transaction volume doesn't automatically mean high-quality revenue," and high-quality revenue does not automatically translate into strong free cash flow.
He also watches dependence on external infrastructure. A platform can look impressive, but if its banking relationships, liquidity providers or critical technology partners disappear tomorrow, how much of the business can actually continue operating? At Stratos Principal, he said, the aim is businesses that generate real economic value rather than businesses that simply look impressive when presented to investors.
Deciding too quickly
Asked what people decide too quickly when sizing up a business or digital asset platform for long-term ownership, Raj said it is whether something is worth buying. People become attached to opportunities far too early, he argued. They see a growing market, an interesting product, a strong management presentation or an attractive valuation, and they have already started convincing themselves it is a good investment. He said "that's when due diligence stops being an investigation and starts becoming an exercise in justifying a decision they've already made."
His own order is different. First, understand the actual business: how it makes money, what makes customers stay, what happens when the market becomes less favourable, and what it would take for a competitor to replicate the offering. Then look at the people running it, because even a good business can be destroyed by poor management, and sometimes an average business can become a very good one under the right ownership.
With digital asset platforms, he believes people are especially quick to confuse technology with competitive advantage. Using blockchain, having an impressive interface or incorporating artificial intelligence does not mean a business has a defensible model. He wants to know who owns the customer relationships, who controls critical infrastructure, where regulatory exposure sits, how assets are safeguarded and whether the business can survive changes in market conditions.
Finally, he looks at what is actually being acquired: a business that can operate independently, or something that will require constant capital injections, management intervention and restructuring just to stay afloat. He is not against acquiring businesses that need work, and turnaround is part of what interests him, but he wants to know exactly what he is getting into and whether the capabilities exist to improve it. For Raj, long-term ownership is not about finding the next exciting investment and hoping someone else pays more for it later. It is about owning something that makes commercial sense, strengthening it over time, and building lasting value.
Practical takeaways
- Look past reported revenue and margins to what supports them: customer concentration, founder dependence and cash collection.
- Treat cash conversion and working capital as core metrics, not footnotes to EBITDA.
- For digital asset platforms, separate transaction volume from high-quality revenue and free cash flow.
- Map dependence on external infrastructure, including banking, liquidity and technology partners.
- Investigate the business and its management before deciding whether it is worth buying, so due diligence does not become justification.