Seven dimensions. One health score. Continuous.
Qualix scores every dataset across seven quality dimensions — continuously. Write rules in plain English. Watch trends. Get alerted before your dashboard does. Quality isn't a project you run once — it's a state you live in.
Built for stewards, CDOs, and data engineers who've had enough of chasing bad rows through tickets. Qualix scores. Qualix alerts. Your team owns the fix.
Most data quality "solutions" are weekly scripts, monthly audits, or quarterly tickets. By the time a problem is found, a dozen reports are already wrong and three people have been in meetings about it.
Qualix treats quality the way SREs treat uptime — continuous, measured, trended, alerted. Every dataset, every column, every day. Scores move. Thresholds fire. People act on problems instead of looking for them.
Data quality isn't a project. It's a continuous state.
Trends tracked. Thresholds enforced. Alerts before drift hits your dashboard.
A loop that runs on its own — without a notebook, a cron, or a Spark job.
You describe the rule the way a steward would describe it. Qualix compiles, schedules, runs, scores, and surfaces the result across every dashboard. No notebooks. No cron jobs. No brittle scripts.
# Written by steward · compiled by Qualix rule customer_id_is_unique on "sales.customer" assert "customer_id" is unique and "customer_id" is not null severity critical threshold 99.5 alert "#data-stewards" ── last run ── scanned 1,547,203 rows unique 1,547,198 (99.9997%) ✓ PASS nulls 0 ✓ PASS duration 71ms ── trend · last 7 days ── mon 99.9998 thu 99.9998 tue 99.9997 fri 99.9997 wed 99.9997 sat 99.9997 sun 99.9997 STATUS: GREEN · next run in 23 min
Qualix is a module of a unified platform — not a standalone product that needs its own integrations, its own catalog, and its own semantic model.
Qualix is the scoring engine. Vigil — xAQUA's AI Data Governance Agent — watches the scores, triages the alerts, and turns drift into work the right person can own.
Ask Vigil in plain English: "which catalogs failed quality this week?" — it pulls every DQO result, ranks the fires, and hands back a report ready for the CDO.
Meet Vigil · The AI Data Governance Agent →See Qualix score a live dataset across all seven dimensions, write a DQO in plain English, and watch it fire — in under fifteen minutes.