Sparse is the operating layer for ambulance services — predicting response times from live traffic and hospital capacity, watching protocol compliance in real time, and fixing the billing errors that quietly drain 30–40% of agency revenue.
Dispatch decisions are made on incomplete traffic and hospital information. Documentation happens in the back of a moving ambulance. And the revenue cycle that funds it all leaks at every handoff — from PCR to coder to payer.
Sparse sits underneath your CAD and ePCR systems, pulling in live traffic, hospital capacity feeds, and clinical documentation to close the loop from call to claim.
Combines live traffic conditions with real-time hospital ED capacity and diversion status to recommend which unit to send and which facility to route to — before the crew leaves the bay.
Models expected response times per call using historical patterns, current road conditions, and crew location, flagging calls at risk of missing contractual or regulatory benchmarks.
Checks ePCR documentation against agency and regional protocols in near real time — medication dosing, time-critical interventions, required vitals — surfacing gaps while the call is still fresh.
Reviews every PCR for coding accuracy, medical necessity documentation, and modifier correctness before submission — catching the errors that turn into denials, recoupments, and write-offs.
Kuber started Sparse after seeing how much of an EMS agency's operating budget gets eaten by problems that are invisible until the EOB arrives — a missed signature, an undocumented mileage field, a unit sent to a hospital already on diversion.
Sparse is built around a simple idea: the data needed to fix dispatch, compliance, and billing already exists inside an agency's systems — it's just sparse, scattered, and arriving too late to act on. Pulling it together in real time turns it from a reporting problem into an operating advantage.
If your agency is losing revenue to denials, missing response time targets, or flying blind on hospital capacity — let's talk about what Sparse can show you in the first 30 days.