AI EDI Error Resolution Agent
Automating Benefits EDI Error Resolution with AI
Decode cryptic acknowledgments instantly
The agent translates TA1, 999, and 277CA codes into plain-English explanations with precise file, loop, and segment pointers so your team knows exactly what failed and why.
Auto-fix common 834 errors before they stall effectuation
AI automation identifies missing qualifiers, invalid codes, date format issues, and control number misalignments, then applies corrections and regenerates compliant files for resubmission.
Track every file from send to effectuation confirmed
Automated workflows correlate outbound 834s with return acknowledgments and confirmation reports, maintaining a complete audit trail and surfacing exceptions that need human attention.
How Cassidy automates this using AI
Step 1: Trigger on new acknowledgment or error report
The Workflow activates when a TA1, 999, 277CA, or carrier-specific error file lands in your SFTP inbox or arrives via webhook from your clearinghouse.
Step 2: Parse and decode the acknowledgment
Cassidy extracts IK3/IK4/IK5/AK9 segments and maps error codes to the original 834's control numbers, loops, and elements translating cryptic codes into actionable findings like "Loop 2300 REF01 missing; expected 'X9' for policy number per carrier companion guide."
Step 3: Match errors to companion guide rules
Cassidy references your Knowledge Base of trading-partner companion guides to determine whether the error stems from TR3 non-compliance, partner-specific requirements, or upstream data issues.
Step 4: Auto-remediate and regenerate the 834
For fixable errors missing qualifiers, incorrect maintenance codes, date formatting, control number alignment Cassidy applies corrections, runs SNIP validation, and generates a new 834 with updated control numbers ready for resubmission.
Step 5: Route unresolved issues for human review
Errors requiring upstream data fixes (missing SSNs, invalid plan mappings) are routed to the appropriate team via Slack, Teams, or your ticketing system with full context and suggested resolution steps.
Step 6: Resubmit and track to effectuation
Cassidy sends corrected files via your secure transport, correlates subsequent acknowledgments to the original submission, and updates dashboards to confirm effectuation closing the loop with a complete audit trail.
Implement it inside your company
- Hands-on onboarding and support
- Self-paced training for your team
- Dedicated implementation experts
- Ongoing use case discovery
- ROI tracking & analytics dashboards
- Proven playbooks to get started fast
