Engineering Case Studies

Proven Systems & Measurable Outcomes

Explore how DentriceDev engineers high-scale platforms, sovereign AI workflows, and cloud architectures for ambitious global teams.

Interactive Architecture Simulator

Public Cloud AI vs. Sovereign Private AI Calculator

Adjust your monthly request volume and data sensitivity to compare infrastructure costs, latency, and compliance across public APIs and private self-hosted clusters.

Monthly AI Requests 250,000
50K 1.5M 3M+
Average Tokens Per Request 800 tokens
200 1,500 3,000

Monthly Volume: 200.0M tokens

Public Cloud AI (OpenAI / AWS Bedrock)

Public API
Estimated Monthly Cost

$2,290

per month (linear increase)
Average Pipeline Latency

950 – 1,400 ms

Internet roundtrip
⚠ Data Sovereignty & Privacy:

Shared cloud infrastructure with third-party data processing risk.

Calculated on blended token rate ($8.50/M tokens) + vector egress & API call overhead.

Sovereign Private AI (DentriceDev Cluster)

100% Sovereign
Estimated Monthly Cost

$400

Fixed predictable infrastructure
Average Pipeline Latency

140 – 280 ms

Ultra-low private network
✓ Data Sovereignty & Privacy:

100% owned hardware. Zero external data transmission or model training.

Estimated 3-Year Savings

$68,040

Architect Your Sovereign AI Infrastructure →

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