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

PIXI3 LABS

State-of-the-art products engineered in-house

Open Labs
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PIXIAI

Small agents, big impact. Lean enterprise AI agents backed by 20 years of workflow expertise. Reliable integration without architectural bloat or unpredictable costs. Maintain accuracy with native observability and drift handling.

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GatoLog

Deep observability for distributed systems. A high-performance log and telemetry pipeline built by engineers, for engineers. Achieve total infrastructure transparency and instant root-cause analysis in microservice environments.

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AtomicTally

Precision AI for accounting workflows. A smart SaaS platform for financial automation. Accurate data parsing, transaction reconciliation, and operational clarity for modern service-oriented SMBs especially in IT.

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AtomCLI

Infrastructure-as-Code for your financials. A powerful CLI paired with an AI assistant to manage AtomicTally objects. Integrate financial reporting directly into your CI/CD pipelines and manage accounting without leaving the terminal.

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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