Repeatable research process
SignAI Research Methodology
Our methodology is designed to make AI-assisted market research easier to inspect, challenge, and update.
1. Define the research question
Each research workflow starts with a specific company, industry, metric, or investment question. A narrow scope helps reduce unsupported conclusions and makes source selection more deliberate.
2. Gather and compare evidence
The platform may use company disclosures, regulatory filings, market data, reputable reporting, and other third-party sources. Important claims should be checked against primary sources when available.
3. Separate facts, estimates, and interpretation
- Observed facts should be distinguishable from model-generated interpretation.
- Forecasts and estimates should be treated as uncertain, not as known outcomes.
- Conflicting evidence should be surfaced rather than silently removed.
4. Review, update, and correct
Market information changes. Research should be revisited when new filings, earnings results, product announcements, or material corrections become available.