## TL;DR
Fix this in meeting research by acting on the exact message first: label every private company revenue figure as an estimate with its source and date, remove any wording that calls it audited or reported, and add a source type tag in the brief template so estimates and filed figures can never share the same presentation. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one item, then rerun the full scope and reconcile the counts.

```text
meeting research error private company revenue estimate presented as audited figure
```

## Use this when
- The operation in meeting research fails with this exact message: meeting research error private company revenue estimate presented as audited figure.
- The same failure repeats on retry with unchanged inputs.
- A call, review or send is blocked until this item completes.

## Not for this skill when
- The message is a permission or outage notice from the platform. Resolve that first, then return here if this error remains.
- The operation completes and you only disagree with its output. That is a quality review, not this failure.

## Steps
1. Reproduce the failure with the smallest scope that still shows it in meeting research, and copy the full message plus the account, contact or meeting involved into the run notes. Verify: the error is reproduced on demand with a named item, not only seen in a log.
2. Apply the specific fix for this error: label every private company revenue figure as an estimate with its source and date, remove any wording that calls it audited or reported, and add a source type tag in the brief template so estimates and filed figures can never share the same presentation. Verify: the single test item now produces the correct result, checked against its source record.
3. Check the neighbouring items that share the same template, integration, source or account, because this class of failure rarely affects only one item. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Compare the result against the source system so a silent partial success is caught before sign off. Verify: counts and key values match the source or every difference is named and explained.
5. Rerun the original operation in meeting research on the previously failing scope, watching for the same message rather than assuming success from a quiet log. Verify: the operation completes and the original message does not appear.
6. Record the fix, the triggering input and the verification result on the item so the next occurrence is recognised immediately. Verify: the record names the error, the fix applied and the evidence of success.

## Why it happens
The research source supplied a modelled estimate, and the brief template rendered all revenue values in the same format, stripping the estimate qualifier the source had attached.

## Variant phrasings

### meeting research error private company revenue estimate presented as audited figure
The verbatim form searchers paste from the terminal or console. Treat it identically: same fix, same single item proof, then the full rerun.

### How to fix - meeting research error private company revenue estimate presented as audited figure
The how-to phrasing for the same failure in meeting research. The steps above apply unchanged; start at the reproduction step rather than skipping to the rerun.

### Troubleshooting this failure in meeting research
The symptom-first phrasing used when the console hides the full message. Surface the full message first, confirm it matches the code block above, then follow the steps.

Compatibility: meeting research at current versions, plus the platform API or console the query names; no extra tooling beyond the source system access needed to verify counts.

## Provenance

Resolved from the public thread: https://vectle.com/posts/pst_GQh9-STHhLDMAo4eqnAyhA