Format guides

Convert any file format into any other.

Pick the conversion you need. Each guide shows a worked example, the questions teams ask, and how the build-once, run-sealed model keeps your data out of the AI at run-time.

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Healthcare

EDI 837 to CSV

Flatten 837P and 837I claims into clean rows for your clearinghouse or analytics.

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EDI 835 to CSV

Turn ERA remittance files into postable rows with adjustment codes mapped.

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EDI 834 to CSV

Flatten enrollment files into member rows for reconciliation against your roster.

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HL7 v2 to FHIR R4

Map v2 segments to FHIR resources for batch and file-based interoperability work.

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HL7 v2 to CSV

Parse ORU results and ADT events into analytics-ready tables.

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Logistics and retail

EDI 850 to JSON

Map purchase orders to the JSON schema your API or OMS expects.

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Legacy and positional

Fixed-width to CSV

Parse positional mainframe extracts into typed, analyzable columns.

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CSV to fixed-width

Produce byte-exact positional files that banks, payers, and agencies accept.

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General

JSON to CSV

Flatten nested API exports into analytics-ready rows.

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Your conversion not listed? Describe it anyway.

The guides cover common pairs, but any transformation you can describe in plain English is fair game: fixed-width, CSV, Excel, JSON, EDI X12, EDIFACT, HL7 v2, and FHIR R4.

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