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Product24 September 2026 · 3 min read

How Steward handles missing data.

Gaps are disclosed, estimates are labelled with a confidence level, and nothing is invented. Here is how that works.

Steward
In this article

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Gaps are disclosed

When Steward can't find a data point in a company's documents, it says so. The gap appears in the draft, clearly marked, before anything goes out.

Estimates are labelled

The company chooses whether to provide the data or authorise an estimate. Every estimate carries a confidence level and the method behind it.

Better data replaces estimates

When better data arrives later, the estimate is upgraded and every answer that depends on it updates with it.

Why this matters

Auditors and banks need every number traced. A confidently generated figure that can't be traced is worse than an honest gap.

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