AI systems • cloud architecture • distributed platforms

Engineering Resilient AI and Distributed Platforms.

PIXI3 helps teams ship dependable engineering outcomes across data infrastructure, enterprise integration, modernization, and observability.

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Interactive Topology Simulation

Click a node to simulate failure and observe self-healing

Focus

Enterprise AI Systems

Execution

Architecture + Delivery

Model

Consulting + Contract Engineering

Services

Engineering Capabilities

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AI Systems & MLOps

Model serving architecture, retrieval systems (RAG), agentic workflows, and end-to-end MLOps pipelines for production reliability.

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Industries

Built for operationally complex domains

  • Healthcare systems and regulated data flows
  • B2B SaaS platforms and enterprise integrations
  • Professional services and IT operations
  • Modernization for legacy-heavy environments

Insights

Case studies and technical notes

Case studies live under Insights and focus on architecture decisions, delivery constraints, and measurable outcomes.

Open Insights

Products (secondary credibility layer)

Products that reinforce engineering depth

AtomicTally

AtomCLI

AIris

PIXIAI

Healthcare Solutions

SharePoint Denver

Need architecture clarity before the next quarter starts?

Bring the messy reality: competing priorities, technical debt, integration chaos. We turn that into a concrete plan and shipped systems.

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