Pre-flight Claims Engine
Claim rejections slow revenue by causing rework for problems that are mostly preventable. This can include demographics errors, incorrect or invalid insurance information, coding errors, missing documentation, duplicate claims, incorrect formats, and timely filing issues. Most EHRs run error checks before the claims go out the door, but they don't catch everything, and they miss critical issues like potential denials, and provider enrollment issues. The Pre-flight Claims Engine is designed to close those gaps, plus it adds an additional layer of denials intelligence that flags codes that could trigger a denial before they get submitted, allowing you to be proactive instead of reactive.
The Pre-flight Claims Engine runs every claim through five sequential checks including: required fields, file structure, clinical coding rules, provider enrollment, and high-likelihood denial patterns based on what payers, OIG audits, and historical denial data tell us. Each claim is given a result of “Pass”, “Hold” or “Fail” so you know exactly which claims need review or corrections.
Five Checks, Steps 1–5, in Order. Prevent Rejections and Denials Before They Happen
Each check builds on the one before it. The engine checks provider enrollment status first, then works through required fields, followed by file structure, then clinical coding rules, and finally high-likelihood denial patterns. This lets you prevent issues, rather than fix them later.
Provider Credentialing Gate
Confirms the rendering and billing provider is enrolled with the payer before anything else runs. Pulls live status from the Provider Enrollment Velocity Engine. If the provider is not approved, the validation status shows FAIL because submitting it would guarantee a denial. The dashboard also shows an explanation and the days that the provider has been in the credentialing pipeline.
Required Fields Check
Confirms that NPI, procedure codes, diagnosis codes, and required modifiers are all present and correctly formatted before anything else runs.
Structure Check
Verifies EDI segment ordering, loop integrity, and required segment presence. Validates that all required segments are included and in the correct format. This includes a hierarchical integrity check and validation of sums and totals.
Clinical Coding Rules
Flags CPT codes missing required modifiers, checks modifier validity, and identifies coding deficiencies as HIGH AUDIT RISK.
Denial Pattern Match
Flags claims that match high-likelihood denial patterns: CPT and ICD combinations that frequently get denied, procedures that commonly trigger OIG audits, codes that do not align with the patient's age or gender, and any combination that has tripped a denial in your own history. Runs a live CARC/RARC cross-reference from denials intelligence and surfaces high and medium risk CPTs. If a CPT has no ICDs, or ICDs appear discordant with the CPT's required prefix, the engine flags medical-necessity and diagnosis-alignment risk. This engine learns as you use it.
Pre-flight Validation Dashboard
This is what your team sees after each batch runs. Every claim shows its validation status, denial risk level, and a plain-language description of what needs attention. Claims marked PASS are ready to go. Claims marked HOLD or FAIL have a specific next step waiting.
| Claim ID | Patient | Provider NPI | CPT | ICD | Charge | Validation Status | Denial Risk | Issue / Next Step |
|---|---|---|---|---|---|---|---|---|
| CLM0400401 | Sarah Chen | Dr. Patel (1234567890) | 99214 | I10 | $185 | HOLD | HIGH | May require modifier 25 for E/M. Review documentation to confirm a separately identifiable E/M service was provided. If so, modifier 25 is required. If not, the additional E/M code cannot be billed. |
| CLM0400412 | Carlos Torres | Dr. Webb (9876543210) | 93306 | I50.32 | $480 | PASS | LOW | Ready to submit. |
| CLM0400418 | Thanh Nguyen | Dr. Nair (1122334455) | 70553 | G43.909 | $1,250 | HOLD | HIGH | Prior authorization required (CARC 197). Prior authorization number missing. Update claim to submit. |
| CLM0400425 | Angela Williams | Dr. Okafor (5566778899) | 99213 | E11.9 | $120 | FAIL | N/A | Provider enrollment pending. This claim cannot be submitted until enrollment clears (45 days in pipeline). |
| CLM0400430 | Robert Chen | Dr. Patel (1234567890) | 20610 | M17.11 | $320 | PASS | LOW | Ready to submit. |
| CLM0400437 | Elena Rodriguez | Dr. Torres (6677889900) | 99214 | Z00.00 | $185 | HOLD | MEDIUM | Diagnosis code may not support this E/M level. Confirm documentation and diagnosis specificity before submission. |
Fictitious patient names used for illustration. Standardized fields match the engine's real output: Claim ID, Patient, Provider NPI, CPT, ICD, Charge, Validation Status, Denial Risk, and a plain-language next step. Raw data export available in CSV or JSON format, if needed.
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