Most retail investors read the headline numbers — revenue up, earnings beat, stock rising. What they don't see is what the analysts see: the footnotes, the filing patterns, the executive comp structures, the related-party transactions buried on page 47.
This gap isn't about intelligence. It's about access and time.
The Information Asymmetry Problem
A buy-side analyst at a fund covering 20 TSX companies has a full-time job building models, reading every filing, and pattern-matching against a mental database of thousands of companies. A retail investor doing research after dinner has maybe an hour, SEDAR+, and a browser.
VETTR was built to close that gap — not by replacing analyst judgment, but by doing the systematic, mechanical work at scale so you can focus on the decisions only you can make.
What Red Flags Actually Look Like
Red flags in Canadian public markets tend to cluster around a few categories:
None of these are definitive proof of wrongdoing. But their presence — especially in combination — is exactly what experienced analysts weight heavily.
25 Signals, Not One
VETTR's scoring engine evaluates 25 independent signals across four pillars: financial health, governance, market dynamics, and filing integrity. No single signal determines the score. A company can have questionable executive comp but strong financials and get a fair composite score.
What the engine is really measuring is the *combination* of signals — the pattern that experienced investors have learned to read across hundreds of companies.
The Bottom Line
The Canadian junior market is fertile ground for both genuine growth stories and sophisticated capital extraction. The same structures that let a legitimate explorer access capital also let less scrupulous operators cycle money. VETTR doesn't decide which is which — but it gives you the same starting point an analyst has when they open a new name.
Start with the score. Follow the red flags. Read the filing excerpts. Then decide.