PrimeWave Intelligence Layer

Infrastructure Intelligence
for Sustainable AI Operations

PEIP helps organizations reduce AI and infrastructure waste by detecting compute drift, retry accumulation, token inefficiency, and orchestration imbalance before costs scale out of control.

Every AI request passes through the PrimeWave intelligence layer — measured, governed, optimized, and audited in real time.

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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 into infrastructure cost.

Retry Suppression

Intelligent retry loop detection and suppression. Governance policies enforce caps automatically — no runaway compute, no silent cost multiplication.

Token Optimization

Prompt compression and small-model routing reduce token consumption by up to 38% without degrading output quality.

Intelligent Routing

Workloads classified and routed to the optimal model. Orchestration depth monitored and rebalanced in real time.

Governance Engine

Organization-scoped policies with 4-level escalation. Redis-backed global pressure tracker detects retry storms before they damage infrastructure.

Signed Reports

HMAC-SHA256 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 drift scoring

Governance check and retry suppression

Token compression and model routing

Audit event written and signed

Read full documentation →

Standard

tokens28,400

retries412

latency2,840ms

drift0.61

cost$0.089

→

PrimeWave

tokens17,600

retries31

latency1,190ms

drift0.08

cost$0.049

Transparent estimation · Not hardware-measured · Results reproducible via /api/v1/benchmarks/run

Pricing

Enterprise-grade infrastructure intelligence

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

Starter

$49/month

For teams beginning AI infrastructure optimization.

10,000 workloads/month

Dashboard access

Basic drift analytics

Monthly reports

Get Started

Start reducing infrastructure waste today

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