Your data has hidden revenue leaks — expired credentials, missing authorizations, coding mismatches. We find every issue, price it in dollars, and show you exactly what to fix. No SQL. No data team. Results in seconds.
Data that exists, but cannot be trusted to drive decisions — and it is getting more expensive every year.
Sources: CMS denial benchmarks; MGMA; industry surveys on AI adoption.
Reporting dashboards, revenue cycle tools, practice management systems
They produce reports on top of data nobody fully trusts. They add to the output. They don't clean the input.
Enterprise data quality platforms, rule-engine toolkits
They ship empty rule engines that require a dedicated data team to configure. Zero healthcare context.
Healthcare operators end up choosing between a dashboard built on unverified data, or an expensive empty toolbox.
That's the gap LyzeData fills.
The trust layer underneath every report — pre-loaded with healthcare-specific quality rules. No data team required.
Drop in claims, billing, scheduling, or any healthcare file — or connect to your database.
Errors and anomalies flagged in seconds. Every finding priced in dollar impact — the cost of bad data becomes visible.
Your team fixes the issues. LyzeData recommends the right KPIs and tracks improvement over time. Cleanup becomes continuous confidence.
Every issue priced in dollars. Prioritize by what costs the most.
The most important part isn't the time saved. It's that decisions stop being made on data nobody verified.
Describe what you want to track in plain English. LyzeData generates the logic, calculates the result, and tells you how to improve.
Analyzing claims data across all submissions. A ‘clean claim’ is one accepted by the payer without errors, rejections, or requests for additional information on first submission.
Organization KPI
Per-center monthly subscription. Pricing shared on your first call — no surprises, no long contracts.
A 7-center ASC network found $216K+ in revenue at risk in their first two weeks.
LyzeData costs a fraction of what it identifies. The ROI is visible before your first invoice.
For individual centers and small groups
From $100/user/mo
Upload tables · Explore your data · No long-term contracts
For multi-center networks and health systems
What's included from day one
Dark data is information your organization collects and stores but cannot fully trust for decisions. In healthcare, this includes claims with wrong codes, providers with expired credentials, missing authorizations, duplicate records, and stale accounts receivable. It exists in your systems — it just hasn’t been verified, cleaned, or priced. LyzeData makes dark data visible and quantifies what it costs you.
Who We Are

Co-founder & CTO
The technical mind behind LyzeData. Spent a decade architecting healthcare data systems from the inside. Designed the data infrastructure behind multiple production healthcare platforms.

Co-founder & CEO
Healthcare operator and customer-facing lead. Has shipped multiple platforms across RCM, scheduling, and clinical operations, and spent a decade in the rooms where executives explain why a number doesn’t add up.
A 7-center ASC network replaced days of manual reconciliation with automated anomaly detection — and found $216K+ in hidden revenue at risk.