From building claims pipelines to preventing claim denials
ClaimIQ AI was born from a frustration that anyone who has worked in healthcare revenue cycle will recognise.
Our founder, Niranjan, spent years as a data engineer building healthcare claims processing pipelines — ingesting Kafka messages, transforming FHIR R4 data, validating eligibility, and generating the NDJSON outputs that feed into payer systems. He saw the entire claims lifecycle from the inside: how data flows from patient registration to claim submission to payer adjudication.
And he saw, over and over again, the same preventable denials costing providers millions. A missing modifier. An expired authorization. A CPT-ICD mismatch that any experienced biller would catch — if they weren't drowning in a backlog of 500 other claims.
The data to prevent most denials already exists inside the claim. The problem isn't information — it's that nobody is looking at it systematically before hitting submit.
That insight became ClaimIQ AI. Instead of building another claims management system — another tool that RCM teams would need to learn, integrate, and maintain — we built a lightweight AI layer that sits on top of whatever they already use. No rip-and-replace. No 6-month implementation. Just smarter claims going out the door.
ClaimIQ AI is a product of Astawakran Tech, an IT firm focused on building AI-powered solutions for healthcare.