Real-Time Audit & Telemetry Intelligence

LIVE TELEMETRY STREAM

18+ audit metrics across system accuracy, usage velocity, market demand alignment, skill vectors, and security compliance.

Updated: Syncing...
50%100%
Functional Accuracy
99.84%+0.12%

API response accuracy across 12 personas

Active Concurrent Sessions
14,280Live

Across 8 dashboard sections

Skill Vector Precision
96.40%Drift: 0.8%

ML classification vs live market demand

Privacy & PII Audit
100.00%Zero Leak

Column-level masking compliance

Category A

Usage & Interaction Audit

4 Metrics

Active Concurrent Sessions (ACSV)

14,280+8.4%
HEALTHY

Feature Adoption Rate (FAR)

73.6%+2.1%
HEALTHY

Session Friction Index (SFI)

4.2%-0.8%
WARN

Export & Report Audit Events

1,842+12.3%
HEALTHY
Category B

Functional & API Accuracy Audit

4 Metrics

ATS & Govt Labor API Health

HTTP 200 success rate — last 12 intervals

Telemetry #01
1m
2m
3m
4m
5m
6m
7m
8m
9m
10m
11m
12m

99.2%

HTTP 200 Rate

0.6%

4xx Error Rate

0.2%

5xx Error Rate

Data Pipeline Drift Rate

Variance between raw job post data and processed taxonomy tags

Taxonomy Accuracy97.3%
Drift: 2.7%

Persona Permission Violation Rate

Blocked unauthorized access attempts (RBAC/ABAC gatekeeper)

4

Blocked (24h)

0.003%

Violation Rate

Category C

Market Demand & Economic Alignment Audit

4 Metrics

Market Signal Volatility Index (MSVI)

0.34

Emerging skill demand rate of change — elevated

+0.06

Wage Index Discrepancy Margin

7.2%

Posted salary vs. Govt labor benchmark delta

-1.1%

Regional Labor Supply/Demand Imbalance

1 : 4.2

Active candidates vs. open vacancies — North Zone

High Shortage

Cross-Border Mobility Liquidity

91.4%

GCC visa eligibility matching score

+3.2%
Category D

Skill Sets & Skilling Efficacy Audit

4 Metrics

Skill Set & Curriculum Obsolescence Audit

Market demand vs. candidate supply by skill domain

Curriculum Delta
AI & Machine Learning EngineeringD:98% S:62%
GHG Accounting & ESG AuditD:85% S:80%
Cybersecurity & Zero-Trust ArchitectureD:92% S:55%
Legacy IT InfrastructureD:30% S:88%
Cloud-Native DevOps & SRED:88% S:70%

Skilling Completion-to-Hire Ratio

Candidates completing recommended courses who secure placements within 90 days

68%
+4.2% vs last quarter

Skill Gap Velocity (SGV)

Speed of new skill requirements vs. course catalog update cycles

14 days

Avg. skill emergence lag

42 days

Avg. catalog update cycle

28-day curriculum gap detected
Category E

Security, Compliance & Data Privacy Audit

4 Metrics

PII Masking Compliance

100.00%

Column-level masking — zero leakage detected

COMPLIANT

Tenant Data Isolation

100.00%

Zero cross-tenant query contamination

COMPLIANT

RBAC Violation Rate

0.003%

4 blocked unauthorized access attempts (last 24h)

COMPLIANT

Credential Verification Rate

98.72%

DigiLocker / NCVET API — 1.28% timeout rate

DRIFT DETECTED

Multi-Tenant Data Isolation Audit

Zero cross-tenant query contamination verification across all storage partitions

✓ ZERO CONTAMINATION
✓

Tenant A (CHRO)

Isolated

✓

Tenant B (Academic)

Isolated

✓

Tenant C (Govt)

Isolated

✓

Tenant D (EdTech)

Isolated

DISHA 4.0 HCOS — Real-Time Audit Telemetry Engine
Region: GLOBALPersona: ALL_PERSONASSHA-256: 8f92a1b7...d4e0c19e