OCR Text Is a Finding Aid: Check the Scan Before Drafting

Before using OCR text in a report draft, compare the passage you intend to use with the visible source image. Keep the extracted text, the checked transcription and any unresolved characters separate. Searchable text can help you find a passage; it does not, by itself, establish what the original page says.

This is a manual preparation workflow for people organizing authorized source material. StateClaimAI's field-adjuster page describes a drafting workspace with human review. The worksheet below is not a claim that the product performs OCR, authenticates documents or determines insurance outcomes. It helps a preparer decide which words have been checked before those words enter a draft.

Keep the image and the extracted text together

A scanned page and its extracted text are two representations that may need comparison. Google's official image-to-text guidance identifies image clarity, lighting and contrast as relevant preparation factors and warns that some formatting may not carry over during conversion. That describes Google Drive's process, not StateClaimAI's capabilities. It supports keeping the image available for comparison; it does not certify the accuracy of a particular extracted passage or recommend uploading records to another service.

Preserve the original received file through your existing document controls. If a working copy is corrected, identify it as a working copy and keep the original reference available. A reviewer should be able to distinguish a transcription decision from a change made to the underlying source. Do not overwrite an uncertain word merely because the replacement would make a sentence read more smoothly.

Build a passage-level comparison record

Make one row for each passage you plan to use, rather than declaring a whole file checked after looking at one page. The record can be a simple document with these fields:

• Source and image anchor: identify the received file, its page and the location of the passage, such as the first line under a visible heading.
• Extracted text: preserve the OCR output as received, including an apparent error. Label it as extraction output rather than a verified quotation.
• Checked transcription: record only the characters that a reviewer can actually read in the image, with the review date and reviewer reference.
• Unresolved content: state which characters or words remain unclear and what additional source or clarification is needed.
• Draft disposition: identify the passage that may be used, the sentence that must wait, or the limited statement that can accurately describe the uncertainty.

These fields are an original working method, not a prescribed evidentiary standard. If a PDF's page counter differs from printed page numbers, use the page-number crosswalk to make the image anchor repeatable. Locating a page is a separate task from checking the text on it.

Work through a fictional missing-word example

Imagine a fictional maintenance note whose visible line reads “Latch did not close during check.” The OCR copy reads “Latch did close during check.” This is an invented transcription exercise, not a real claim, inspection or StateClaimAI output. Its purpose is to show why a small missing word can change the sentence that a preparer carries forward.

The first record preserves both versions: the extraction omitted “not,” while the image was legible enough for the reviewer to transcribe that word. The draft should use the checked wording with attribution to the note. It should not silently combine the OCR sentence with another source, and it should not turn the note into the preparer's own observation. Verifying the transcription establishes what was readable in that source; it does not establish that the recorded event occurred as described.

Now change the exercise: the image is blurred where the word might appear. There is no longer a readable basis for choosing either sentence. The record should say that the passage is unclear at that location. A grammatically plausible replacement is not a checked transcription. Ask the authorized source owner for a clearer copy or clarification through the established process, and keep the substantive sentence pending.

Treat numbers and identifiers as unresolved when they are unresolved

In a second fictional example, a label looks like “B-10” in extracted text, while the image's final character could be a zero or the letter O. A preparer who has seen other labels in the file may be tempted to pick the one that fits the pattern. Instead, preserve the OCR value and describe the visual ambiguity separately. Related labels may explain why a question arose, but they do not make the unclear character readable.

The same approach applies to punctuation or a decimal point when its presence matters to the passage. Do not calculate with an uncertain extracted value and then present the result as though the source value had been confirmed. This guide offers no measurement, valuation or payment calculation; the practical decision is whether the input text is sufficiently clear to be carried into the draft at all.

If the characters are readable but their abbreviation is unexplained, that is a different problem. Use the abbreviation clarification log to ask what the writer meant. Correct character recognition does not resolve meaning, and knowledge of a likely meaning does not repair an unreadable image.

Check the selected passage in context

Review enough surrounding content to identify the passage's heading, speaker or label. If OCR has joined separate lines or columns, return to the visible arrangement before preparing a sentence. A correctly recognized phrase can still be assigned to the wrong row. The table-context guide covers that separate association check.

Keep the scope of your review explicit. “Checked the quoted passage on page 3 against the image” is narrower and more useful than “OCR verified” when the rest of the document has not been examined. Record any missing page, clipped edge or unreadable area that limits the comparison. A successful text search does not show that all relevant passages were captured, particularly where extraction was incomplete.

When a clearer copy arrives, retain the earlier uncertainty record and link the new comparison to the received replacement. Describe which passage became readable and which draft sentence changed. Do not remove the history of the ambiguity in a way that makes the earlier draft appear to have been based on a clear source all along.

Prepare a concise handoff for drafting and review

For each sentence you want to use, a reviewer should be able to answer three questions: where is the image, which wording was checked, and what remains uncertain? If those answers require searching through unlabeled screenshots and several modified PDFs, organize the references before asking another person to approve the draft.

Use only material you are authorized to handle, and include only what is necessary for the drafting task. The StateClaimAI workspace can be the next step once you have prepared source notes within the product's current input options. Do not assume it imports or interprets a scan in a particular way unless that capability is actually shown. Review the resulting draft against your checked notes and the original sources before use.

For product questions, use the official support page and describe the relevant step or message without sending unnecessary personal records. This article follows the site's editorial scope: organizing documentation and assisting human-reviewed drafts. It does not decide coverage, causation, liability or the amount of any claim. Product pages and the cited documentation were checked on October 18, 2026.