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Documents read
into your systems

Forms, letters and PDFs read into your systems, in 25+ languages.

Site Reports

ConstructionIntake

Read daily and matched to the schedule.

How documents are read

Rules your team can read

Control which fields are read, checked, and filed, with simple tags.

  • Field tags to control each check.
  • Batch for the archive, live for every new arrival.
Invoice 2214 from Harbor Supply, received this morning. [check] Amount due: <emphasis>4,250.00 USD</emphasis> [match] Matched to purchase order 8812 and filed.

25+ languages

Every document type is read in 25+ languages, with the meaning kept.

  • Fields keep their meaning across languages.
  • Mixed-language files read in one pass.
Policy PL-20931 covers the depot on Harbor Road. Storm damage falls under the property section, after the deductible.

Read the way your team reads

Built on the same method we run for claims, invoices and site reports in production.

  • Ranked closest to a trained reviewer on field accuracy.
  • Claims, invoices, contracts, permits, and site reports.

Field accuracy index As of July 10, 2026

  • Lyrion systemLyrion94
  • Off-the-shelf AI toolGeneral purpose92
  • Template extractionRules-based78
  • Manual keyingBy hand70

Less rework, fewer corrections

Every field checked against the record before it is filed.

  • A fraction of the corrections.
  • Nothing filed without a person's approval.

Corrections per 1M characters

  • Lyrion systemLyrion15
  • Template extractionRules-based35
  • Manual keyingBy hand50
  • Off-the-shelf AI toolGeneral purpose100

Your house style

Letters and replies in your house style, approved by your team.

  • Approved by the people who sign.
  • Works with field tags and all 25+ languages.

The details

Throughput

Batch overnight, or read as each file arrives.

Output formats

JSON, CSV, and XML, plus direct writes to your systems of record.

Normalization

Amounts, dates, and references written the way your systems expect.

Field positions

Character-level start and end positions, so every value links back to the page it came from.

Review levels

Three levels trade speed against how much a person checks.

Vocabulary overrides

Spell out how names, codes, and jargon should be read.

Scan resolution

From 8 MP phone photos to 48 MP archive scans.

Page rate

From 32 up to 192 pages a minute.