Quality and Stars Analytics Robot
Ask your data
anything.
QuaSAR is a deterministic AI that understands HEDIS specifications, CMS Stars cut point trends, and the nuance of population health management. It does not hallucinate. It shows its work. And it speaks the language your quality team already uses.
Ask questions in plain English.
No SQL. No report builder. No IT ticket. Just type what you need to know.
"Which measures are at risk of dropping below the current cut point?"
"What drove the numerator change in measure C01 this quarter?"
"Show me bubble measures where we are within 2% of the next star level."
"Compare our Part D performance to plans with similar membership size."
"What is the projected impact of a 1.5% improvement in measure D08?"
"Generate a board summary of our Stars performance for Q3."
Deterministic, not probabilistic
Every answer QuaSAR provides is traceable to source data. No black box. No hallucinations. No "it depends." You get auditable results with full provenance chains.
Trained on real specifications
Fine-tuned on the actual HEDIS technical specifications, CMS Stars methodology, Tukey outlier deletion simulations, and peer-reviewed PubMed population health research.
Shows its work
Every calculation, every comparison, every recommendation includes the methodology and data points used. Your compliance team will love the audit trail.
Root cause analysis
QuaSAR can trace performance changes down to individual claim events. When a measure moves, you know exactly why, not approximately why.
Everything your quality team needs.
Nine integrated capabilities that transform how you manage Stars performance.
Fine-tuned deterministic AI
Built on DeepSeek R1 32b+ with LoRA fine-tuning on HEDIS specifications, CMS Stars data from 2007 through 2025, and peer-reviewed population health research. Every answer is traceable to source data.
Predictive cut point modeling
Machine learning models trained on 18 years of CMS Stars data predict where cut points are heading. Set realistic targets and allocate resources before the measurement year closes.
Bubble measure identification
Automatically identify positive bubbles (low-hanging fruit) and negative bubbles (measures at risk of dropping). Prioritize where effort has the highest return on investment.
Health equity index calculator
Predict and model your Health Equity Index aligned with CMS methodology. Understand disparities before they impact your rating.
Executive summaries and PowerPoint
Upload your PowerPoint templates. QuaSAR generates analysis outlines with speaker notes, bullet points, and image placeholders ready for your board presentation.
ROI calculations
Measure the return on investment for every initiative, vendor, and tool against your bonus payments. Quantify the financial impact of improvement efforts.
Math glide path charts
Visualize your improvement trajectory with upper and lower limit predictions. Quantify the gap between current performance and target, and calculate the overall effort and probability of reaching your goal.
Statistical analysis
Separate signal from noise. Calculate statistical significance, correlation of rates versus prior year, and identify whether changes in performance are meaningful or random variation.
Target builder
Build conservative, realistic, and ambitious targets for each measure based on historical performance and similar population benchmarks. Calculate the statistical significance required for each improvement level.
Ready to ask your data anything?
See QuaSAR in action with your own measure mix and population data.
Request a Demo