Quality. Privacy. Trust — always on. Three modules, one shared semantic layer. Governance isn't bolted on. It's the foundation.
Qualix scores every dataset across seven quality dimensions continuously. SenseMask auto-detects and masks PII, PHI, and financial data. Entity 360 resolves sensitive identities across systems. All three orchestrated by Vigil — your AI Data Governance Agent.
Works alongside your CISOs, privacy officers, and stewardship teams — automating the monitoring they can't do by hand and freeing them to own policy, not paperwork.
Most platforms treat governance as a retrofit — a policy layer bolted on after the data is already moving, the reports are already wrong, and the PII is already in the wrong place. xAQUA inverts that. The semantic layer is the governance layer. Quality, privacy, and trust aren't features — they're how the platform is built.
Most enterprises treat governance as something you do once a quarter — a scramble of screenshots, spreadsheets, and stewardship requests. xAQUA makes it continuous, invisible, and inherent.
You think you know where the Social Security Numbers are. Then an engineer dumps a table into a sandbox. Or marketing exports a CSV. Or a vendor gets read access to "just this one view." Nobody told the DPO.
SOC 2 renewal, HIPAA review, a regulator inquiry — suddenly three people are pulling lineage screenshots, hand-writing access reports, and screenshotting dashboards. A month's work for what should be a button click.
Nobody runs quality checks every day. So a broken pipeline quietly corrupts a dashboard for six weeks before someone notices revenue is off. By then you've made decisions on bad data.
Four continuous phases. Zero gaps. No manual tagging required.
Qualix, SenseMask, and Entity 360 cover the full governance surface area — and all three operate on the same shared semantic layer.
Continuous 7-dimension quality scoring across every catalog. Define DQO rules in plain English. Watch trends. Get alerted before your dashboard does.
Auto-detects every type of sensitive data — PII, PHI, FTI, financial, healthcare — and applies the right masking policy. For databases, documents, and test environments alike.
Resolves sensitive identities — people, organizations, accounts — across systems. Finds duplicates, builds golden records, maintains the source of truth for who is who.
Every dataset continuously scored across seven quality dimensions. Trends tracked. Thresholds enforced. Alerts before drift hits your dashboard.
SenseMask templates and Qualix rules map to the frameworks your auditors ask about. Mask PII for SOC 2. Redact PHI for HIPAA. Honor data subject rights for GDPR. All from one UI.
From the CISO running an audit to the engineer building a test environment — everyone asks in plain English. Vigil handles the policy.
cust_47291 via Entity 360 — across Salesforce, Stripe, support tickets, email logs, marketing activity.
SUBSTITUTE · email → PARTIAL_MASK · phone → REDACT.
test_env.customer_masked.
✓ Job queued · 847K rows · ETA 4 minutes
Three roles. Three requests. One Vigil.
Vigil is the conversational face of xAQUA's governance layer. When you ask about quality, privacy, or compliance — Vigil answers. When something changes in your data, Vigil notices first.
She doesn't just classify data. She enforces the policy you've set, cites the evidence for any audit question, and routes actions across Qualix, SenseMask, and Entity 360 — all without moving your data out of your environment.
Standalone governance tools sit beside your data and hope you feed them the right metadata. Vigil lives inside the semantic layer — where classification, policy, and enforcement happen together.
Vigil handles the monitoring your team can't do by hand. Your CISOs, DPOs, and data stewards focus on policy, judgment, and strategy — where human expertise actually matters.
"The beginning of next-generation data analytics with a human–AI workforce."
All operating on the same semantic layer. All inheriting the same governance classifications. All part of your AI Data Team.
See how Vigil makes quality, privacy, and trust a continuous state — not a quarterly scramble. Live in three weeks. Private by default. Governance by design.