Explain a validation error
Trigger: IK3*NM1*2310B failed on an 837 claim
AI output: Explain the missing provider identifier in plain English, name the loop, suggest qualifier XX plus provider NPI, and keep the transaction in a failed queue until corrected.
Human checkpoint: Billing or compliance reviews the corrected data before resubmission.
Draft partner setup steps
Trigger: New retail partner requires 850, 856, 810, AS2, and certification testing
AI output: Turn partner requirements into checklist tasks: collect ISA IDs, validate sample 850, map ASN fields, verify invoice totals, configure AS2, and schedule test exchange.
Human checkpoint: Operator confirms partner contacts, go-live date, and certification acceptance.
Suggest a mapping fix
Trigger: QuickBooks invoice total does not match the inbound purchase order
AI output: Flag duplicate line, missing PO reference, or tax/freight mismatch candidates before accounting writeback.
Human checkpoint: Finance approves the final accounting handoff.
Deflect routine support
Trigger: User asks why a file is pending or failed
AI output: Answer from transaction status, validation result, partner setup, and docs, then escalate only when policy or account context requires a person.
Human checkpoint: Support owns severity, customer communication, and exceptions.