The Infrastructure Intelligence Architecture
PyxisPoint is built on a five-layer architecture designed to add intelligence, context, and understanding to every signal your infrastructure produces. This architecture is technology-driven, vendor-agnostic, and intentionally free of proprietary implementation details. It is designed to sit above your existing monitoring and observability systems — not replace them.
Layer 1 — Data Ingestion
Collects and normalizes telemetry from infrastructure, applications, cloud services, and business systems.
Supports streaming data, event data, logs, metrics, traces, and contextual metadata.
The goal is to unify diverse signals into a consistent, structured foundation.
Layer 2 — Intelligence Engines
This is the core of Infrastructure Intelligence.
It includes engines for business context mapping, natural language processing, organizational memory, cost and capacity intelligence, and intelligent routing.
These engines transform raw telemetry into meaning.
Layer 3 — AI & ML Models
Applies machine learning and language models to enhance understanding.
Includes embeddings for semantic similarity, pattern recognition for recurring incidents, forecasting models for capacity and cost, and language models for translation and summarization.
This layer enables PyxisPoint to learn, adapt, and improve over time.
Layer 4 — Application & API Layer
Exposes intelligence to applications, integrations, and user interfaces.
Includes a unified API, a natural language query parser, a real-time alert processor, and a reporting engine.
This layer makes intelligence accessible across the organization.
Layer 5 — User Experience Layer
Where Infrastructure Intelligence becomes visible and actionable.
Includes a web application frontend, role-based views, an interactive configuration builder, and an integration marketplace.
This layer delivers clarity, understanding, and decision-readiness.
This architecture is the foundation of Infrastructure Intelligence — a new layer that transforms telemetry into understanding, and infrastructure into a living, navigable system.
Experience the Interactive Map