Reading numbers
as language
Most people see financial statements as data. We teach you to read them the way a seasoned analyst does — as a narrative about what a business actually is.
A ratio is only useful if you understand what it questions
What we set out to do
Riona Vasile was reviewing a company's financials in 2018 and noticed something odd: the current ratio looked fine, but cash kept shrinking. No textbook had warned her that a ratio could look healthy while masking a structural problem.
That gap — between a number on a page and what it actually means — is what Domain addresses. The platform grew from the observation that ratio literacy requires context, not just calculation.
- Curriculum built around real-world scenarios, not abstract definitions
- Each ratio introduced through a concrete situation before its formula
- Emphasis on what a ratio fails to show, not just what it reveals
Three ways people learn ratio analysis — and where they differ
Textbook-only study
Formulas memorised, context absent. Students can calculate a P/E ratio but struggle to explain why two companies in the same sector trade at different multiples.
- Formula-driven recall
- Limited sector context
- Weak on interpretation
Scenario-led instruction
Each ratio enters through a realistic situation — a supplier negotiation, a credit review, an acquisition screen — before the formula appears. Understanding precedes memorisation.
- Ratios introduced through problems
- Sector-specific interpretation included
- Limitations covered alongside strengths
On-the-job trial
Practical, but patchy. Analysts often develop strong intuition for one industry and blind spots in others, with no structured understanding of why a ratio behaves differently.
- Strong domain familiarity
- Uneven cross-sector knowledge
- Hard to systematise
Bastian Okafor
Lead Financial Educator
The instruction comes from practice
Bastian spent years reviewing financials across manufacturing, retail, and early-stage technology before moving into curriculum design. He noticed that most financial education assumes the student already knows why a ratio matters — and starts from the formula anyway.
His teaching method inverts that sequence. A learner first encounters a situation where a ratio would have changed a decision, then works backward to the number. The formula becomes a shortcut to something already understood.
Domain operates from Edmonton, AB, with students in over a dozen countries. The platform is remote-first by design — not as a convenience, but because ratio literacy has the same value regardless of where a person's career is based.
