Risk Overview
Today's posture across 8 connected sources · last refreshed 2 min ago
SDC-ARM Score
+4 pts
vs. last week · target 80%
Sensitive Columns
+127 newly classified · across 8 sources
PII 1.8K
PHI 1.1K
PCI 287
Active Risks
12
3 high · 4 medium · 5 low severity
-3
resolved today
Pending Reviews
23
Low-confidence classifications · steward queue
Risk Score Trend
Daily aggregate · last 30 days
Aggregate score
Threshold breached 3 times in last 30 days
Sensitive Data by Type
Across all classified columns
Coverage by Source
Sensitive vs. total columns
Recent Activity
All sources
·
Top Anomalies — Live
Highest-risk access events in the last 24 hours
| Severity | User | Event | Source | Score | Time |
|---|---|---|---|---|---|
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DataPosture classified 381 columns automatically this quarter
Stewards approved 92% on first review · 8 minutes saved per column · ~$167K equivalent labor cost avoided
Sensitive Data Atlas
Auto-classified across 8 sources, 3,847 sensitive columns identified · 92% AI confidence avg
Min confidence
Showing of columns
| Source | Path | Type | Classification | Confidence | Policies | Last Access |
|---|---|---|---|---|---|---|
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Access Anomalies
Real-time risk scoring of every query and access event · < 5 min end-to-end latency
3 high
4 medium
5 low
Select an anomaly to see the AI-generated investigation
·
Risk score
/ 100
AI Investigation
generated in 0.7s
Source
Action
Risk signals contributing to score
Volume anomaly
2.3M rows vs. 14K user baseline
+34
HR signal
Resignation submitted 14 days ago
+22
Cold table access
No queries in 90 days from this user
+18
Data sensitivity
PII / Customer Records
+12
Authentication
SSO normal · MFA passed
±0
Geography
User's normal IP range
±0
Policy Engine
Author in plain English · compile to native warehouse policies · enforce at warehouse speed
Natural-language policy authoring
DataPosture is reading your policy and mapping affected data...
Parsed structure
IF user.role CONTAINS ""
AND data.classification CONTAINS ""
AND NOT (now BETWEEN 08:00 AND 19:00 IN US_TIMEZONES)
THEN
Affected roles
Affected tables
Dry-run blocks (30d)
Will compile to:
Active policies
Compiled to native warehouse primitives · audit-grade trail
6 active
1 advisory
1 draft
| Policy | Status | Sources | Affects | Blocks (30d) | Author |
|---|---|---|---|---|---|
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roles/tables |
· alerts
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DataPosture Copilot
Chat with your governance posture · NL Q&A over the unified metadata graph
· trained by
· approved ()
· flagged ()
Querying governance graph across 8 sources...
DataPosture reads metadata + audit logs in real time. Never raw PII.
Try asking
How Copilot works
- • Reads metadata + audit logs, never raw data
- • Generates SQL when needed, runs read-only
- • Cites every claim with the exact source row
- • Audit trail entry for each query