The Sparx Record Engine.
A purpose-built platform that turns thousands of pages of medical records into structured, defensible information for our clinicians. Built so credentialed clinician time goes to the clinical judgment a report actually depends on.
The clinician comes first.
Reading the file, drawing the conclusions, and signing the report all remain the clinician's work. Every Sparx Compliance report is authored and signed by a credentialed clinician on staff, with their name and credentials on the cover. What follows is the platform that supports them: it organizes the chart and routes the work, and nothing more.
Every page, organized automatically.
A single case can mean thousands of pages of records: disorganized, duplicated, handwritten, out of order. The Sparx Record Engine does the heavy lifting before any clinician opens the file. The result is an organized, searchable, structured case ready for clinical review.
- ✓Reads every page of the medical record, including scanned and handwritten pages
- ✓Organizes loose pages into labeled records (visit, report, procedure, surgery), with provider, date, and encounter type
- ✓Detects duplicate pages and sets aside material that is not relevant to the claim
- ✓Extracts structured clinical facts: diagnoses, medications with dosage and frequency, procedures, surgeries, imaging, labs, and the providers and dates behind them
- ✓Answers questions about the record in plain language, with a link to the exact page every answer came from
- ✓Builds a date-ordered chronology of the patient's medical history
- ✓Generates concise per-record summaries and a single executive overview of the case
Every report runs through the same defined process.
Behind every report sits a workflow that carries the file from intake through quality assurance to delivery. The platform handles the handoffs so the clinician can focus on the file in front of them.
- ✓Every report runs through a defined workflow from records intake to delivery
- ✓The right task lands with the right clinician at the right point in the process
- ✓Routine steps run on their own: notifications, document intake, form capture, indexing, summarization
- ✓Branching logic adapts to what a given file needs
- ✓Every active case shows up on a single view, so managers see what is in progress, what is waiting, and what needs attention
AI that goes beyond productivity.
For many MSP organizations, AI is just a way to save time, reviewing records faster and automating repetitive work. That's valuable, but it's only the beginning. At Sparx, we put AI to work making information searchable and actionable in real time, so it helps you make decisions faster, reduce bottlenecks, improve consistency across allocations, surface risk earlier, and get trusted guidance sooner. Used this way, AI becomes part of how you manage MSP compliance every day, not just a background efficiency tool.
Speed means nothing without accuracy.
An AI output has to be correct, explainable, and easy to validate, otherwise a confident but unsourced answer just shifts the work back to your team, and that “validation tax” eats up the time the technology was supposed to save.
That's why our approach is grounded in trusted content, real case context, and human oversight. Sparx AI is built on established WCMSA standards and CMS guidance, and it retrieves supporting evidence before generating a response, reducing unsupported conclusions, inconsistent recommendations, missed obligations, hallucinations, and manual review time. Every file is then reviewed by our credentialed professionals before it goes out the door. The technology accelerates the work; it never replaces the judgment behind it.