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We make difficult systems easier to trust, change, and use.
When the workaround becomes the workflow, the system is no longer doing its job.
The practice
Software shaped to the work, not another workaround.
Systems →Pressure-test the architecture before an expensive decision hardens.
Consulting →When parsing, ML, interoperability, or infrastructure blocks the work.
Engineering →Labs
Parse 834 and 837 files locally, with diagnostics that point to the exact failure.
Evaluation preview; synthetic or anonymized data only.
See how it works →