Stool Sampling
AI-powered data quality analysis and profiling. Take a sample from any dataset and get instant diagnostics on health, composition, and overall consistency.
Try it yourself
Run a live sample on our demo dataset. Results are instant. Regrets are not.
Click below to run a sample analysis on our demo dataset.
Choose your depth
Quick Wipe
Lightweight surface-level scan. Grabs metadata, schema info, and basic statistics. Perfect for a preliminary sniff.
< 5s
Duration
Surface
Depth
Deep Probe
Thorough analysis including distribution patterns, anomaly detection, and correlation mapping. For when you really need to dig in.
30-60s
Duration
Full
Depth
Continuous Monitor
Ongoing sampling at configurable intervals. Watches for changes in data composition over time. Like a regular checkup for your data diet.
Ongoing
Duration
Adaptive
Depth
What we check for
Schema Detective
Automatically discovers and documents your data schema. Finds hidden columns, ghost fields, and that one table nobody remembers creating.
Quality Scoring
Every sample gets a 0-100 quality score. We check completeness, consistency, freshness, and overall firmness. Anything below 70 gets flagged.
Anomaly Alerts
Detects unusual patterns in your data samples. Sudden spikes, unexpected nulls, and suspicious distributions. We notice what humans miss.
Compliance Checking
Scans for PII, PHI, and other sensitive data that shouldn't be where it is. Like finding something in your data that definitely doesn't belong there.
Historical Comparison
Compare samples over time to spot drift. Your data today vs. last month vs. last year. See exactly how things have changed -- or deteriorated.
Export & Share
Generate detailed sample reports in PDF, JSON, or CSV. Share with stakeholders who definitely want to look at your data's internals.
Check your data's health
Regular sampling keeps your data healthy. Don't wait until something smells off.