Executive view
AI trust posture — Meridian Bank
Every agent, model and prompt in the estate is evaluated continuously against regulation, internal policy and responsible-AI thresholds. Figures refresh from the governance gateway every 60 seconds.
Composite of compliance, responsible AI, security and audit readiness across 50 governed agents.
Compliance score
94
7 frameworks mapped · 35 open violations
Responsible AI score
89
10 dimensions · 2 below target
Security score
91
OWASP LLM Top 10 · 1 control failing
Audit readiness
96
Evidence chain verified 04:00 IST
AI agents governed
50
43 production · 7 pilot
+4 this quarter
Active AI models
18
6 vendors · 3 in-house
+2 approved
AI requests today
25,148
peak 3.1k/hr at 12:00
+8.4% vs 7d avg
Compliance violations
35
9 breach SLA at risk
-6 week over week
High-risk decisions
212
credit, AML, collections
+11 vs yesterday
Approvals pending
12
3 past 4-hour SLA
median 22 min
Failed policy checks
487
of 25,148 evaluations
1.9% failure rate
Critical risks open
8
2 awaiting exec sign-off
-1 this week
AI usage and enforcement — last 24 hours
25,148 requests · 312 blocked · 118 escalated to a human
Risk distribution
50 governed agents by inherent risk
Compliance trend
Rolling 6 months
Violations by category
35 open compliance violations
Policy violations timeline
Opened vs closed, weekly
Agent risk heatmap
Responsible-AI dimension score by business domain
| Domain | fairness | security | privacy | oversight | robustness |
|---|---|---|---|---|---|
| Lending | 82 | 91 | 88 | 94 | 79 |
| Financial crime | 90 | 95 | 93 | 97 | 88 |
| Customer service | 86 | 84 | 81 | 76 | 83 |
| Collections | 71 | 82 | 86 | 68 | 74 |
| Onboarding / KYC | 88 | 89 | 79 | 90 | 85 |
| Treasury & markets | 93 | 87 | 92 | 88 | 91 |
Model performance
Accuracy, grounding and latency by serving model
gpt-4.1 (Azure)
9,840 requests / 24h
Accuracy
94%
Hallucination
1.8%
p95 latency
820 ms
claude-sonnet (Bedrock)
6,120 requests / 24h
Accuracy
92%
Hallucination
2.1%
p95 latency
910 ms
gemini-2.5 (Vertex)
4,310 requests / 24h
Accuracy
90%
Hallucination
2.6%
p95 latency
760 ms
llama-3.1-70b (in-VPC)
3,180 requests / 24h
Accuracy
87%
Hallucination
3.4%
p95 latency
640 ms
XGBoost credit v7
1,698 requests / 24h
Accuracy
96%
Hallucination
0%
p95 latency
40 ms