Executive Readout

PRISM D1 — Executive Dashboard

AI Engineering Leadership View — 30-Day Rolling · Updated Apr 27, 2026

PRISM Level L3.0 Integrated
8 Teams
Active
64 Active
Engineers

Enhanced DORA Summary

7-day snapshot of deployment velocity and reliability metrics.

12
Deploys / Week i
+3 vs prior week
4.2hrs
Avg Lead Time i
-1.8h vs prior week
8.3%
Change Failure Rate i
-2.1% vs prior week
42min
Avg MTTR i
-18m vs prior week
6.4hrs
Spec-to-Code Avg i
-2.1h vs prior week

AI Contribution Trend i

30 Days
100% 50% 0% 68% 52% 38% Acceptance Rate Merge Ratio Test Coverage

Feature Cycle Time i

30 Days
24h 12h 0h 6.4h 4.2h Spec-to-Code Lead Time
Eval Gate Pass Rate i
87% 7-day avg

Post-Merge Defect Rate i

30 Days
10% 0% 3.8%

Deployment Frequency i

Weekly
W1 W2 W3 W4 W5 W6 W7

Security & Compliance

Guardrail enforcement, MCP tool governance, and data protection posture.

23
Guardrail Blocks (7d) i
Within threshold
147
PII Anonymized (7d) i
Emails: 89 | Phones: 58
3
MCP Auth Denied (7d) i
delete_task: 2 | admin_tool: 1
0
Exfiltration Alerts (7d) i
No anomalies detected

Guardrail Trigger Trend i

30 Days
20 10 0 Content Filter PII / Sensitive

AI vs Human Defect Rate i

7-Day Avg
3.2%
AI Code
Based on 312 AI commits
4.8%
Human Code
Based on 188 human commits
AI code has 33% lower defect rate

Cost Intelligence

Bedrock token consumption, per-commit costs, and budget tracking.

$2,847
Weekly Bedrock Cost i
-12% vs prior week
$0.42
Avg Cost / Commit i
-$0.08 vs prior week
187
Tokens / Line Changed i
Within efficient range
68%
Budget Consumed (MTD) i
$8,420 / $12,400 monthly

Weekly Bedrock Cost i

8 Weeks
$2.1K $2.4K $2.7K $2.9K $3.1K $3.2K $3.3K $2.8K

Cost by Model i

This Week
Claude Sonnet 4 $1,890 Claude Haiku 4.5 $624 Claude Opus 4 $333