An angel investor considering a $1M investment in an e-commerce startup needed to validate reported sales figures and profitability claims before committing capital.
$1M
investment de-risked
Milestones
based funding structure recommended
WHAT WE DID
Performed a detailed financial review, identifying inflated revenue projections
Analyzed inventory and fulfillment costs for realistic margins
Assessed cash burn and breakeven to verify sustainability
WHAT CHANGED
Terms renegotiated on accurate data
Risk reduced through milestone-based funding
A safer, well-informed investment decision
The situation
An angel investor considering a $1M investment in an e-commerce startup needed to validate reported sales figures and profitability claims before committing capital.
Angel investments occupy an awkward middle ground. The cheque is large enough that losing it matters, and small enough that full institutional diligence would consume a meaningful fraction of the investment itself. The temptation is to rely on the founder's numbers and the strength of the relationship.
E-commerce sharpens the problem. Revenue is highly visible — a platform dashboard shows sales in real time — while the costs that determine whether those sales are profitable sit in fulfilment, returns and inventory, none of which appear alongside the revenue figure.
What we did
Performed a detailed financial review, identifying inflated revenue projections. Reported sales and defensible revenue are different figures in e-commerce, and the gap is usually returns, discounts and gross-versus-net treatment.
Analyzed inventory and fulfilment costs for realistic margins. These are the costs that scale with volume and are most often understated in a projection. A margin calculated before fulfilment is not a margin.
Assessed cash burn and breakeven to verify sustainability. Inventory-carrying businesses consume cash as they grow, so a company approaching breakeven on paper can still require further funding to get there.
What changed
The $1M investment was de-risked, with a milestone-based funding structure recommended.
Terms were renegotiated on accurate data. Risk was reduced through milestone-based funding. And the investor made a safer, better-informed decision.
Milestone-based funding is the most useful outcome here. It does not require the investor to resolve their uncertainty about the projections; it structures the investment so that resolution happens over time, with capital released against evidence rather than against a plan.
What this means for angel investors
The proportionality argument against diligence is real, and it is usually answered wrongly. The correct response is not to skip the work but to scope it to the two or three questions that actually determine the outcome.
In e-commerce those questions are consistent: does reported revenue survive returns and discounts, what does fulfilment cost at the volume being projected, and how much cash does growth consume before it produces any.
Structure is the lever available when uncertainty cannot be eliminated. Milestone-based release converts a single irreversible judgment into a series of smaller ones — which is often more valuable than any additional analysis would have been.