DSM × TechRealm Research · Operational Dashboard

AI Operational Efficiency Gains

Real-time operational metrics comparing baseline performance against AI-augmented systems across four key dimensions. Data from production deployments.

Avg. Response Time
142ms−68%
Jan Jun Dec
Baseline: 440ms · Target: <200ms
System Error Rate
0.12%−84%
0.75% 0.12%
Baseline: 0.75% · SLA target: <0.25%
Processing Throughput
14.2k/hr+340%
Before
3.2k
After
14.2k
Peak
18.7k
Transactions per hour · sustained load test
Cost Per Transaction
$0.003−71%
Compute
$0.001
Storage
$0.0006
Network
$0.0007
AI Infra
$0.0008
Baseline: $0.0103/txn · blended across tiers
99.97%
Uptime SLA
2.1M
Daily Transactions
47
Active Deployments
$1.2M
Annual Savings
DSM Research · Q1 2026 · production metrics across 47 deployments monitoring: real-time telemetry, 30-day rolling averages