Verify AI-generated financial information by treating every specific figure as unconfirmed until it is traced to a primary source. Check numbers against official filings, exchange data, and regulator or registrar records rather than against another AI. Confirm the figure is current, matches the exact definition you need, and refers to the right entity and period before you rely on it.
Key takeaways
- Treat any AI-stated figure as a claim to be checked, not a fact, until you see the primary source.
- Primary sources are official filings, exchange data, and regulator or registrar records, not other AI tools.
- Confirm the number is current, since a correct-but-stale figure is still misleading.
- Check that the definition matches: values like the P/E ratio vary by how they are calculated.
- Verify the entity and period, because a figure for the wrong company, subsidiary, or quarter looks identical to a right one.
Why does AI financial information need verifying at all?
An AI answer can be right, outdated, or entirely invented, and it looks the same in all three cases. Because a model states a fabricated P/E Ratio with the same confidence as a real one, you cannot tell from the answer alone which kind you have. The only way to know is to check.
This is not a reason to avoid AI. It is a reason to use it as a fast first draft and then confirm anything you intend to act on. The goal of verification is simple: before a figure informs a decision, trace it back to where it originally came from.
What counts as a primary source?
A primary source is the original record, not a description of it. For a company's financials, that means its own filings: the annual report, the quarterly results, and the disclosures it submits to the exchanges. For prices, index membership, and market data, the NSE and BSE are the authoritative record. For corporate actions and offer documents, the company's registrar and the regulator SEBI hold the official versions.
Crucially, another AI tool is not a primary source, and neither is a summary site that itself pulls from somewhere else. Verifying one AI answer with a second AI answer only tells you whether two models agree, which, as explained in Why AI models disagree, can happen even when both are wrong.
Use Ask Warren to summarise and locate figures, then confirm them on Artha Terminal's sourced stock and market pages.
How do you check that a figure is current?
A number can be accurate for a past date and misleading today. A model working from training data may report last year's EPS or an old Market Cap, both of which were once correct. Verification therefore includes checking the date the figure refers to, not only its value.
When you look at the primary source, note the reporting period: which quarter or financial year the figure belongs to. If the AI gave a value without a period, treat that as a gap to close rather than a detail to ignore. A figure without a date attached is only half a figure.
Why do you also have to check the definition?
Two sources can both be correct and still show different numbers because they define the metric differently. A P/E Ratio can be calculated on trailing earnings or forward estimates, and on standalone or consolidated accounts. A ratio like Return on Equity depends on which equity and which profit figure are used.
So when you verify, match not just the number but the definition behind it. Make sure the primary source is measuring the thing the way you intend to use it. This is the same underlying reason ordinary websites disagree, explored in Why financial ratios disagree: the label is the same, but the recipe is not.
How do you confirm it is the right entity and period?
Indian companies often share similar names, have listed and unlisted arms, and report both standalone and consolidated results. An AI can quietly attach a figure to the parent when you meant a subsidiary, or to a different company with a near-identical name. A number for the wrong entity looks exactly like a number for the right one.
So confirm three things at the source: the exact entity, the exact period, and the exact metric. Only when all three match the figure the AI gave you is the answer verified. Getting any one of them wrong can make a genuine number tell a false story.
How does Artha make verification easier?
Artha Terminal is built so that the check is quick rather than a chore. The AI assistant Ask Warren is designed to point you to where a figure comes from instead of asserting it alone, and the platform's stock, mutual-fund, and market pages present current, sourced figures you can compare against.
The intended habit is a loop: let Ask Warren read and summarise, then open the relevant data page to confirm the specific numbers before you rely on them. Treating the assistant as a guide to the data, rather than a replacement for it, is the safest way to benefit from AI while keeping the decision grounded in verified facts.