Why Indian hospitals lose revenue before the claim is even filed
The five rejection patterns we see most in claim data, and the pre-submission checks that stop them.
Most hospital revenue-cycle conversations start at the rejection letter. By then the money is already at risk: the claim has been filed, the payer has found the gap, and the billing team is reconstructing what happened from a discharge that closed a week ago. In the claim data we work with, the majority of rejections trace back to a handful of patterns that were visible before submission. Here are the six we see most, and the check that catches each.
Pre-authorisation mismatch
The treatment delivered differs from the treatment approved: a different procedure code, an extra day, an implant not in the pre-auth. The payer rejects the difference, and the hospital often does not notice until settlement.
Agent opportunity: Check: compare the final bill against the approved pre-auth line by line before the claim is generated, and route every delta to the TPA desk for enhancement while the patient is still admitted.
Package and tariff mismatch
Billing uses the rack rate or the wrong package while the payer contract specifies another. In PMJAY, CGHS, ECHS and most corporate TPA contracts, the tariff is not negotiable after the fact.
Agent opportunity: Check: ingest each payer contract into structured tariff rules and validate every charge line against the payer the patient is actually under.
Documentation that does not support the code
The ICD-10 or procedure code is defensible, but the discharge summary, investigation reports or operative notes do not say so. Reviewers reject on the paperwork, not the medicine.
Agent opportunity: Check: a documentation completeness score per claim, with the missing artefact named, before the file leaves the hospital.
Non-payable items billed as payable
Consumables, administrative charges and certain investigations are excluded by specific payers. Billing them creates a partial rejection and a slow, line-by-line dispute.
Agent opportunity: Check: payer-specific exclusion lists applied at charge-capture time, so the item is either not billed or billed to the patient with consent.
Timeline breaches
Claims submitted after the payer's window, query responses sent late, or discharge summaries that arrive days after discharge. Each has a deadline and each is lost quietly.
Agent opportunity: Check: a worklist that counts down every payer deadline per open claim and escalates before, not after, it lapses.
Duplicate and unbundled charges
The same investigation billed twice across departments, or a package silently unbundled into components that add up to more than the package. Payers' rules engines catch this instantly.
Agent opportunity: Check: duplicate and bundling rules run on the full bill, with the CFO leakage report showing how much each pattern cost last month.
Drapto runs a 24-rule rejection scorer with self-calibrating weights on exactly these patterns, on top of the hospital's existing HIS and claims pipe. If you want to see what your last quarter's rejections would have scored, the healthcare page explains the 90-day leakage pilot, or write to enquiry@xdqlabs.com.
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