Research Methodology
Last Updated: August 2026
Our Philosophy
Markets constantly change.
Businesses evolve.
Prices fluctuate.
Our objective is not to predict tomorrow’s stock price.
Our objective is to help investors understand businesses better than they did yesterday.
Oranro focuses on improving decision quality rather than predicting market outcomes.
How We Evaluate Companies
Every company is evaluated across multiple independent research frameworks.
Examples include:
Business Quality
Competitive Position
Capital Allocation
Financial Strength
Profitability
Cash Flow
Growth
Balance Sheet
Valuation
Expectations
Historical Performance
Each framework contributes evidence.
No single metric determines the overall picture.
Business Before Price
A great business is not always a great investment.
Likewise, a weak business can occasionally appear inexpensive.
Oranro intentionally separates:
Business quality
Financial quality
Market expectations
Valuation
These are evaluated independently before being viewed together.
Multiple Valuation Approaches
Different businesses require different valuation techniques.
Depending on company characteristics, Oranro may evaluate:
Discounted Cash Flow
Relative Valuation
Earnings Multiples
Asset-based approaches
Business-specific methodologies
Some companies cannot be valued accurately using every methodology.
When sufficient information is unavailable, Oranro will indicate that instead of producing an unreliable estimate.
Point-in-Time Research
Historical analysis should never rely on information that was unavailable at the time.
Where supported, Oranro reconstructs research using only information that would have been publicly available on the selected historical date.
This helps reduce hindsight bias.
Historical Simulation
Research simulations are designed to answer questions such as:
What was known then?
What assumptions were reasonable?
How did the business evolve afterward?
Historical simulations are educational tools.
They should not be interpreted as investment recommendations.
Company Signals
Signals identify meaningful changes in a business.
Examples include:
Margin expansion
Margin deterioration
Capital allocation changes
Management commentary shifts
Business model evolution
Segment performance
Competitive positioning
Financial strength
Expectations changes
Signals highlight areas worth investigating.
They are not conclusions.
Primary Sources
Whenever possible, Oranro relies on primary information including:
SEC filings
Company financial statements
Earnings presentations
Earnings calls
Public disclosures
Primary sources are generally preferred over secondary commentary.
AI-Assisted Research
Artificial intelligence may assist with:
summarization
organization
comparison
drafting
explanation
AI does not replace primary research.
Where possible, AI outputs should be traceable back to supporting evidence.
Transparency Over Confidence
Financial analysis involves uncertainty.
Instead of hiding uncertainty, Oranro attempts to communicate it.
Research may include situations where:
insufficient history exists
valuation methods are not appropriate
assumptions materially affect outcomes
evidence is mixed
Providing no answer is often more responsible than providing a misleading one.
Continuous Improvement
Research methodologies evolve.
As new evidence, better models, and improved approaches become available, methodologies may change.
Historical research may therefore differ from earlier platform versions.
What Oranro Does Not Do
Oranro does not:
guarantee investment returns
predict future prices with certainty
recommend buying securities
recommend selling securities
manage client assets
Research exists to improve understanding.
Investment decisions remain yours.
Our Commitment
We believe long-term investing begins with understanding businesses.
Not chasing prices.
Every improvement we make is guided by one question:
Does this help investors make better-informed decisions?
If the answer is no, it does not belong in Oranro.
Contact
Questions about our research methodology?