Infrastructure Intelligence Platform

PrimeWave reduces
AI infrastructure waste
measurably.

PEIP is a sovereign infrastructure intelligence layer that intercepts AI workloads, scores structural drift, suppresses retry storms, and optimizes orchestration — with every decision audited and signed.

All metrics transparent estimates · Reproducible · Auditable · Not hardware-measured
Validated Platform Metrics
Measurable outcomes at every layer
Token Reduction
-38%
Classification suite avg
Retry Suppression
-92%
Under storm conditions
Governance Rate
10/10
Retry storms governed
Test Coverage
101/101
All tests passing
Platform Capabilities
What PrimeWave does

Every AI request passes through the PEIP intelligence layer before reaching the model. Governance, optimization, and auditing happen automatically.

Structural Drift Intelligence
Real-time scoring using St = (M_t, E_t, Y_t, V_t, C_t) state vector. Detects workload instability, retry accumulation, token inefficiency, orchestration imbalance, and escalation pressure before they cascade.
Governance Engine with Pressure Tracking
Redis-backed global pressure tracker monitors retry velocity across the infrastructure. Four escalation levels: retry_capped → throttled → suppressed → cooldown. 10/10 retry storms governed in validation.
Intelligent Model Routing
Workloads classified and routed to optimal models. Small-model candidate detection reduces inference costs. Orchestration depth monitored and rebalanced in real time.
Benchmark + Replay Validation
7 repeatable benchmark suites covering summarization, classification, orchestration, retry storms, prompt compression, API chaining, and high-token workloads. All results cryptographically signed.
Signed Infrastructure Reports
HMAC-SHA256 signed reports in PDF, JSON, and CSV. Optimization reports, drift reports, governance summaries. Every metric timestamped, org-scoped, and audit-traceable.
Enterprise Multi-Tenancy
Full organization isolation verified at every layer. JWT + API keys + RBAC. Append-only HMAC-signed audit chain. PayPal Live billing with quota enforcement. Sovereign mode for enterprise deployment.
Benchmark Validation Results
Repeatable, signed, auditable

All benchmark results generated by the live platform. Transparent estimation model v1. Not hardware-measured.

SuiteWorkloadsAvg Token ReductionAvg Drift ScoreGovernance RateSigned
Summarization411.2%0.1430%✓ SHA-256
Classification338.9%0.0940%✓ SHA-256
Orchestration311.0%0.43833%✓ SHA-256
Retry Heavy40%0.20925%+✓ SHA-256
Prompt Compression316.1%0.1740%✓ SHA-256
API Chaining30%0.33233%✓ SHA-256
High Token250.0%0.48850%✓ SHA-256
Retry storm governance: 10/10 governed under concurrent pressure · Estimation model v1 · Results reproducible via /api/v1/benchmarks/run
Technical Architecture
Production-grade sovereign infrastructure
Platform Stack
FastAPI
API gateway, 2 workers
LIVE
PostgreSQL 16
12 tables, org-isolated
LIVE
Redis
Pressure tracker, alerts
LIVE
Nginx + TLS
Let's Encrypt, auto-renew
LIVE
PayPal Live
3 plans, webhooks, quotas
LIVE
Ubuntu 24.04
systemd, daily backups
LIVE
Intelligence Modules
Drift Engine
St=(M_t,E_t,Y_t,V_t,C_t)
CERTIFIED
Optimizer
10-step pipeline
CERTIFIED
Governance
4-level escalation
CERTIFIED
Benchmark Engine
7 suites, signed
CERTIFIED
Replay Engine
Drift accumulation
CERTIFIED
Audit Chain
HMAC-SHA256, append-only
CERTIFIED
Commercial Model
SaaS subscription via PayPal Live
Starter
$49/month
10K workloads/month
Dashboard access
Monthly reports
Drift analytics
Professional
$149/month
100K workloads/month
API optimization
Advanced reports
Priority support
Enterprise
$499/month
1M workloads/month
Sovereign mode
Janelle integration
Dedicated deployment
Run Live Demo Start Pilot Request Meeting