PrimeWave Intelligence Layer

Infrastructure Intelligence
for Sustainable AI Operations

PEIP measures, governs, and optimizes AI infrastructure workloads — reducing compute waste, retry loops, and operational drift without degrading output quality.

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-38%
Token Reduction
-92%
Retry Suppression
91.3%
Optimization Rate
0.08
Avg Drift Score
Platform Capabilities

Everything your AI infrastructure needs

A sovereign intelligence layer between your applications and AI systems.

Structural Drift Detection
Real-time drift scoring using the St = (M_t, E_t, Y_t, V_t, C_t) state vector. Detect workload instability before it cascades.
Retry Suppression
Intelligent retry loop detection and suppression. Governance policies enforce caps automatically — no runaway compute.
Token Optimization
Prompt compression and small-model routing reduce token consumption by up to 38% without degrading output quality.
Intelligent Routing
Workloads are classified and routed to the optimal model. Orchestration depth is monitored and rebalanced in real time.
Governance Engine
Organization-scoped policies enforce workload quotas, model restrictions, and escalation detection. Fully audited.
Signed Reports
HMAC-signed optimization reports in PDF, JSON, and CSV. Every metric timestamped, org-scoped, and audit-traceable.
How PrimeWave Works

Normal vs PrimeWave Optimized

Every AI request passes through the PEIP intelligence layer. Drift is scored, governance enforced, and execution optimized — before reaching the model.

Request interception and analysis
Drift scoring and governance check
Token compression and model routing
Audit log written and signed
Standard
tokens28,400
retries412
latency2,840ms
drift0.61
cost$0.089
→
PrimeWave
tokens17,600
retries31
latency1,190ms
drift0.08
cost$0.049
Transparent estimation based on workload reduction models
Pricing

Enterprise-grade infrastructure intelligence

Start with a free pilot. Scale as your AI infrastructure grows.

Starter
$49/month
For teams beginning their AI infrastructure optimization journey.
10,000 workloads/month
Dashboard access
Basic drift analytics
Monthly reports
Email support
Get Started
Most Popular
Professional
$149/month
For growing teams with active AI infrastructure optimization needs.
100,000 workloads/month
API optimization access
Advanced drift analytics
Weekly signed reports
Priority support
Start Pilot
Enterprise
$499/month
For organizations requiring sovereign infrastructure and dedicated deployment.
1M+ workloads/month
Sovereign mode
Governance controls
Dedicated deployment
Janelle integration
SLA guarantee
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Ready to optimize?

Start reducing infrastructure waste today

Join infrastructure teams using PrimeWave to reduce compute costs and operational drift.

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